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Algoritma Alumni Network

Meet our Academy Alumni!

Our Alumni come from various backgrounds and is a goldmine of knowledge, experiences, and advice. They are ready to apply their skills in the real world.

OUR ALUMNI DIRECTORY

Algoritma Alumni Network

Meet our Academy Alumni!

Our Alumni come from various backgrounds and is a goldmine of knowledge, experiences, and advice. They are ready to apply their skills in the real world.

OUR ALUMNI DIRECTORY

Data Science Academy Graduates

In this directory, you can see the projects our alumni created by clicking on their photos below. If you are interested in our alumni, become our hiring partner and let us connect you with the right talent.

Lucky decided to join Algoritma Data Science Academy to help his current work in operation research.

Capstone Project: Presented a clustering analysis that’s performed on SP500 stock data. The variable considered in the analysis consists of return and volatility characteristics of the stock. The data that was used was taken from Yahoo Finance API.

Lucky Arsanto

Cohort Agon

Slamet decided to join Algoritma Data Science Academy as he was intrigued by the contents covered in the bootcamp.

Capstone Project: Created a Time Series model to predict a restaurant’s revenue every day. Using this model, the owner can allocate the spending and increase efficiency in buying the ingredients, and at the same time get a maximum result.

Slamet N. Widjaja

Cohort Agon

Hendra decided to join Algoritma Data Science Academy and increase his knowledge in Data Science.

Capstone Project: Creating an algorithm to differentiate spam and non-spam text messages. Starting from data preparation, cleansing, and then text mining using RStudio. The method that he used was Naive Bayes Classification.

Hendra Respati

Cohort Agon

Emir believed that Data Scientist will be in high demand in the next few years, therefore he decided to join Algoritma Data Science Academy.

Capstone Project: Evaluating the exposure on house loans of one of the banks of BUMN in 2017, in terms of sales, jobs of the clients, age groups, and the effectiveness of the program offered by the bank.

Emir Rasjad

Cohort Bifrost

Kukuh came across and decided to join Algoritma Data Science Academy after he caught an interest in the jobs of a data scientist.

Capstone Project: Text message classification, whether the text is spam or ham by using Naive Bayes method to predict its labeling. The project was done in R and utilized text-mining library to process the text data.

Kukuh Heruman P.

Cohort Bifrost

Risky decided to join Algoritma Data Science Academy because most jobs will eventually go digital and be data-driven.

Capstone Project: Restaurant revenue forecast and prediction using Time Series and Forecasting method in RStudio. Tools are included but are not limited to ggplot and dplyr. The problem to be solved: Is it true that revenue made during the weekend is statistically more significant compared to the weekdays?

Risky Ismiaji

Cohort Bifrost

Dody’s curiosity in how we use data and visualize it to tell a story, has brought him to Algoritma Data Science Academy.

Capstone Project: Created a tool to assess power plant planning in Indonesia, based on electricity demand forecast and planned infrastructures.

Dody Setiawan

Cohort Chronos

With Rakadipta’s statistics background, he decided to join Algoritma Data Science Academy because he wanted to learn more programming.

Capstone Project: IMDb rating data analysis to identify the factors affecting movie popularity from various variables. Also clustering analysis is applied to differentiate a profitable movie from the less profitable one.

Rakadipta Septian D.

Cohort Chronos

Shelloren was a recent graduate when she joined Algoritma Data Science Academy. She decided to learn more about data science after she finds out that it is the most sought-after job in the century.

Capstone Project: Predicting human resource Employee Attrition by using Machine Learning methods, such as Logistic Regression and Random Forest.

Shelloren

Cohort Chronos

Adam sees that there’s a huge interest in data science in almost everything and everywhere. So he decided to join Algoritma Data Science Academy and learn more about it.

Capstone Project: A beauty measurement program by using machine learning. This can be used for dating applications, or human resource purposes.

Tubagus Adam M.

Cohort Chronos

Gatra came across Algoritma’s website and decided to join Algoritma Data Science Academy and learn more about how to process and use data to improve one’s business.

Capstone Project: Retail sales report forecasting: A sales report for retail visualized using data visualization techniques, completed with forecasting of data in the next month.

Gatra Sandi N.

Cohort Deragon

Jefri decided to join Algoritma Data Science Academy because knows that data science is a new thing in Indonesia and there are not a lot of experts in that area. So he wanted to become one.

Capstone Project: Simulating automation on Telecommunication Cellular Network Capacity Monitoring, featuring Machine Learning prediction analysis using classification model with Random Forest and Gradient Boosting Machine techniques.

Jefri Zakaria

Cohort Deragon

Riri decided to join Algoritma Data Science Academy after she grew an interest from learning an introduction to programming and decided to learn more about data science.

Capstone Project: The application of data science in the insurance sector. How data science can increase effectivity by automating the underwriting process, especially for retail business, by using a model which based on historical data. And eventually, come up with the prediction analysis as the basis of acceptance.

Silvia Riri

Cohort Deragon

Muhlis joined Algoritma Data Science Academy because he wanted to know more about data science and he thinks that it has a very high prospect in this digitalized era.

Capstone Project: A behaviour-based Customers Segmentation. By combining Kmeans clustering machine learning method with RFM, the characteristics of the best or most loyal customers can be discovered. The insight will be used to determine what type of strategy that should be executed for each cluster of customers.

Muhlis Adiwiguna

Cohort Deragon

Edwin read a lot about data science and tried learning about it online. But he decided to join Algoritma Data Science Academy instead to learn directly with the expert.

Capstone Project: Sentiment analysis from Twitter. Through sentiment analysis, tweets can be classified into positive and negative comments about a certain product or services, and insights can be acquired and used for decision making in those businesses.

Edwin Yurianto

Cohort Deragon

Alvernia joined Algoritma back in 2017 before Algoritma launched its Academy. She decided to join the Academy because she wanted to deepen her knowledge of data science.

Capstone Project: Using unsupervised learning clustering technique to separate 140 countries into different clusters, according to HPI (Happy Planet Index), well-being, wealth, inequality, life expectancy, and carbon emissions.

Alvernia Eka Poetry

Cohort Deragon

Daniel joined Algoritma Data Science Academy with no programming background at all. He wanted to build his knowledge in data science programming and the statistics involved in it.

Capstone Project: Rekkom is a recommendation engine to show you what movies to watch next, by using Memory-Based Collaborative Filtering Machine Learning Algorithms.

Claudy Sonly Daniel

Cohort Elektra

Brian decided to join Algoritma Data Science Academy because he wanted to start a career as a data scientist.

Capstone Project: Analyzing the content of Tweets and predicting each of the Tweets’ sentiment using a Naive Bayes Classifier as the machine learning algorithm.

Sebastian Brian

Cohort Elektra

Royhan joined Algoritma Data Science Academy because he sees that there’s a high demand in data scientists.

Capstone Project: Measuring the causal impact from the currently-trending Korean girl group, BLACKPINK, and how the music video of their most recent hit boosts their popularity.

Royhan Firdaus

Cohort Elektra

Rina decided to join Algoritma Data Science Academy because she wants to develop a machine learning model for managing stocks.

Capstone Project: Predicting the movement in the Indonesian stock market using machine learning, utilizing technical indicators and several market factors as the predictors. The project is also complemented with a trading simulation to assess the model profitability.

Rina Novita Sari

Cohort Elektra

Winata decided to join Algoritma Data Science Academy because he wants to learn how to manage his business’ data.

Capstone Project: RFM Analysis: Obtain insights from how customers are behaving through using purchase recency, purchase frequency, and monetary value data. This will help enhance the understanding of how responsive our customers are and give insights from analytical segmentation in data-driven marketing.

Winata Syahputra

Cohort Elektra

Donovan is a sales who has interest in data scientist.

Capstone Project: Grouping marvel’s superhero to give action figure recommendation

Donovan Abednego Gosana

Cohort Fugen

Devi grew an interest to become a data scientist and decided to start her career by joining Algoritma Data Science Academy.

Capstone Project: Using Forecasting technique to predict Inbound Roaming’s GPRS Usage trends for optimizing revenue estimation and target.

Devi Fitrianti

Cohort Fugen

Gisela joined Algoritma Data Science Academy with a strong interest in research based on data and wants to deepen her skills in data science.

Capstone Project: Sentiment Analysis of 5 American Airlines brand based on Twitter tweets.

Gisela Vania Aline

Cohort Fugen

Hendri joined Algoritma Data Science Academy because he sees that data is growing in numbers and that there’s a strong interest in data science in the market nowadays.

Capstone Project: One-stop business intelligence dashboard for an online marketplace.

Hendri Arifin

Cohort Fugen

Prima has a background in Physics. He joined Algoritma Data Science Academy becasue he wants to grow his knowledge in Data Science.

Capstone Project: A classification analysis of human gender (male/female) based on their voice using several machine learning algorithms.

Primaditaningtyas Waharasto

Cohort Fugen

Graduated from Institut Teknologi Bandung and have 6+ years’ experience in oil and gas industry. A quick learner who has willingness to embrace new challenges, strong motivation to learn, and able to work independently as well as together in a group. Data Science enthusiastic, focusing in Machine Learning and Data Visualization.

Capstone Project: This project is to analyze which people’s witch certain of background from the data will churn or stay as customer of the Teclo-company.

Sarah Yuanita Simanjuntak

Cohort Fugen

Graduate of Information Systems bachelor from Institut Teknologi Nopember with deep interest in data analytics field. Currently working in Business Intelligence Developer position providing automated reports by analytics/BI tools, SQL.

Capstone Project: The motivation of this project is to make a prediction model that interprets who among the website visitor has a high probability to convert into purchasing.

Adi Satria

Cohort Gaia

Ambiya has 4 years experienced in banking as IT Staff

Capstone Project: Creating a predictive model that can classified if a credit card customer defaulted or not.

Ambiya Sang Aji

Cohort Gaia

Passion in handling data with 7+ years of experience in Actuarial Analyst. Doing experience study about data and assumptions review in actuarial department.

Capstone Project: Classify loan status to approve or reject to help analyst make a decision

Azmul Azmi

Cohort Gaia

Creative and reliable operations manager with 2 years experience in forest management. Interested in making an impactful tech-related solutions.

Capstone Project: Clustering of the results of voting resolutions in the UN General Assembly from 1945-2015. Aim to see groups formed from the state on issues in the UN General Assembly. In addition, do a comparative analysis to see how the conversion of the two superpower countries (US and China) voting converts to other countries.

Hari Budiarto

Cohort Gaia

Geodetic engineer with 3 years of working experience and MBA degree with specialization in financial management. Passionate in data-driven business decision making.

Capstone Project:
Accommodata created to facilitate users in determining accommodation options without having to read the available reviews. This application uses the text mining method so that reviews of dozens or even hundreds of users can be summarized in one informative view.

Indra Budi Rahmanto

Cohort Gaia

Energetic software engineer with 2+ years of experience, can-do attitude, phenomenal creative thinker, and a strong user focused. Has developed several web apps and rest API services, having great interest in data science and machine learning.

Capstone Project: A sentiment analysis for Tokopedia product reviews using naive bayes algorithm. The dataset was collected from tokopedia.com by scraping.

Muhammad Farhan

Cohort Gaia

Artificial Intelligence and Data Enthusiast who have a Geological Engineering Background. Also interested in learning about a new statistical method that can improve my skill and interested in Machine Learning, Deep Learning, NLP, Image Analysis and many more

Capstone Project: Prediction of Machine Damage & Commodity Price Forecast in the mining world using the Machine Learning Algorithm to optimize productivity and efficiency of company production, increase revenue, and reduce operational costs.

Reza Bikwanto

Cohort Gaia

Mechanic Engineer experienced in new product development for industrial machining product and heavy truck trouble-shooting for coal mining. Passionate about doing research and data analytics. Looking for opportunity to be a data scientist.

Capstone Project: This app will help you to predict the customer probability to subscribe term deposit based on customers’ background, made to reduce the offering frequency and to improve the chance of accepted offer.

Thiffany Pratama

Cohort Gaia

Having experience in making web-based application systems, online stores, and servers for10 years. Familiar with the PHP programming language with Mysql and Percona for the database system and HTML, CSS and JAVASCRIPT for design layouts

Capstone Project: Create a web based recommendation dashboard for product recommendation using Apriori Algorithm.

Tomy Dwi Dayanto

Cohort Gaia

Experienced in Data Analytics with a demonstrated history of working in the
telecommunications industry and FMCG. Skilled in Business Process, Management
System, Training Delivery, and Continuous Improvement. Have a wide exposure on
Strategic Planning Cycle, Business Intelligence and Management Reporting areas, with knowledge of Data Governance.

Capstone Project:Clustering & Predicting House Price in KC, USA

Arya Andhika

Cohort Hydra

Project officer in a management consulting specialized in market research and
corporate training. Alumni of Taruna Nusantara Senior High School and
Marketing Communication Bachelor from London School of Public Relations
Jakarta. Passionate in music and gaming industry.

Capstone Project: Spotify Song Classification using Random Forest

Diko Sakti Prabowo

Cohort Hydra

MBA graduate with interest in Business Intelligence and Data Science

Capstone Project: Household Poverty Predictor

Faris Dzikrur Rahman

Cohort Hydra

Antusias untuk mempelajari hal yang baru terutama dalam bidang data science.

Capstone Project:Prediksi Premi dan Deteksi Fraud Klaim Asuransi Kendaraan

Imaduddin

Cohort Hydra

A double degree student who is interested in the field of data and research, because he see that decision making will not be valid without being based on in-depth analysis and research of existing data.he likes to do analysis and generate new insights that can be used by the company, so that the team and the company can know the valid keys to success from existing data.

Capstone Project: Fraudster

Lohannes

Cohort Hydra

Binus University Double Degree students who are looking for opportunities to
learn more about the Data Science and Data Analytics field through an
internship program (available for 1 year) held by the campus as a final course
and graduation requirements. has work experience for 2+ years Education
Counselor at Binus University and also 1+ years as a marketing analyst support at
Binus Business School Master Program.

Capstone Project:Know Your Taxi

Lohansen

Cohort Hydra

Graduated as a geophysicist, he
then took an internship in logistic start-up and end up in the world of data.
During his intern days, he has done a lot of things starting from operations,
product development, etc which he believes strengthen his skill set in various sector.

Capstone Project:Utilizing Machine Learning for Sport Analytics

Naufal Abdila

Cohort Hydra

Engineering graduate with passion for data science.

Capstone Project: Visite – Hotel Recommender System

Nicolas Gunawan Gomasjaya

Cohort Hydra

Data Science and Machine Learning enthusiast who’s also experienced as Project Coordinator in telecommunications industry. Graduated from IT major from Universitas Brawijaya, I interested in exploring technology developments and giving ideas to make impacts for society.

Capstone Project: MSG-Predictor

Prasetya Ardhana Sarwono

Cohort Hydra

A results driven, self-motivated, and resourceful person, working as a part of a team, who effectively performs and managing pre-award and post-award contract management for Oil & Gas Projects. Possessing excellent foresight and ability to identify problems and find solutions, and desire to have experiences as a data scientist in big data analysis.

Capstone Project: Credit risk prediction.

Regita Anggriani

Cohort Hydra

A passionately curious baker who open an online bakery after finishing a Master degree in Social Entrepreneurship with 5+ year experience in finance and accounting, especially in Non-Profit Industry. Data science enthusiast who
eager to seek more probable outcomes when utilizing big data.

Capstone Project: Market Timing For LQ45 Index

Reyna Cheryl Sondakh

Cohort Hydra

Data enthusiast with 1 year of experience as a data scientist in Telkom Indonesia
and track record of managing development team as a product manager and scrum master at startup Skala Analytics (skala.analytic.id) and Soundfren
(soundfren.id).

Capstone Project: Song Clustering and Analysis based on Audio Features from Spotify

Risal Andika Tridisaputra

Cohort Hydra

Focused on marketing and research. He recently joined as brand executive to
develop my skill about business at FMCG industry. Furthermore, he want to
combine my skill about machine learning to improve marketing strategy on
your company.

Capstone Project: Lowa Liquor Sales Data Analysis

Satya Permadi

Cohort Hydra

Almost 7 years experience as project planner for oil and gas industry. He also has 2 years experience as entrepreneur, 1 year as business case writer and 1 year as forex trader.

Capstone Project: Telco Churn Analysis

Sudharma Semidang Putra

Cohort Hydra

An adaptable and energetic individual with work experience as an engineer. Experienced on working with data and team leading to achieve targets. Combines exceptional logical, analytical thinking and good leadership skills to solve problems eectively. An insatiable passion for solving analytical problems using quantitative approaches.

Capstone Project: Investing in Sports Betting with Data Science

Thona Elisa Harungguan

Cohort Hydra

A forward-thinking individual with over 4 years consulting experiences in solving client’s complex problem, and building strategic partnership.

Capstone Project: Mall Customer Segmentation

Andreas Liu

Cohort Iris

Results-driven business analysts, seeking to use proven analysis and communication skills to deliver valuable impact work. Contributed to analyze Failure Mode and Effect Analysis in Drying System for Lampung Corn Dryer. Committed to sourcing corn for Lampung Corn Dryer, with achievement of
33,000 ton per year.

Capstone Project: Forest Fire Area Prediction Using Machine Learning

Alif Aziz

Cohort Iris

6 years in banking institution handling corporate client cash management products, reconciliation transaction switching, and transactions investigation. Had some project related to internal operation improvements, create reporting with Ms Power BI, and some experience in ISO 9001-2015

Capstone Project: Telco Customer Churn Analysis

Auffan Noor Ahmed

Cohort Iris

A geological engineering graduate from Institut Teknologi Bandung with experience in subsurface data management system project for 2 years. Currently expanding his skills in the world of data by learning data science.

Capstone Project: Fantasy Football Viz

Dhaneswara Mandrasa Triweko

Cohort Iris

Individuals who have curiosity and high motivation with work experience as engineers. Have introduced myself with many skills and experience working with data and teams that allow me to grow while meeting team or group goals.

Capstone Project: Recommender Engine on Anime Dataset

Fran Sanjaya Lumbangaol

Cohort Iris

Enthusiastic in IT-related work with 1 year of experience on handling database and 3 months experience on maintaining and improving website for customer needs.

Capstone Project: Stock Price Analysis and Forecasting

Leonardy Howard

Cohort Iris

A professional with combined experience in Business Process Improvement and System Design as a Product Owner, Business Analyst, System Analyst and Full Stack Web Developer. Skilled in Project Management, Business Process Improvement, and System Development with Waterfall or Agile approach, also experienced as Data Analyst.

Capstone Project: Spotify – Song Recommendation based on Moods

Sabrina Ingrid Davita

Cohort Iris

Data Science enthusiast with statistical background (B.Sc Statistic 2015-2019). Presenter on The 3rd International Conference Informatic and Computational
Sciences (ICICos 2019). Garuda Indonesia Intern in Feasibility Study Unit

Capstone Project: Corona Outbreak

Samuel Zico Christopher

Cohort Iris

Having Mining Engineering background with over 9 years of experience in Mining, Power Plant and IT industry who are willing to learn new things and will never stop trying.

Capstone Project: Machine Learning to Predict a Successful Marriage by Determining Some Important Variable

Widya Kania Rahayu

Cohort Iris

Technical Support on various E-Government projects, such as E-Planning, E-Budgeting, and E-Monev. I do a lot of data pre-processing from excel to SQL.

Capstone Project: Fifa19 Squad Builder

Windaru

Cohort Iris

An Electrical Engineer fresh graduate with a concentration in Control System. Interested in the world of data, mainly in management, predictions, and interactive visualizations. Eager in getting my hand dirty with data related tasks.

Capstone Project: JobFraud Detection

Abhimantra Manggala Bhawikastawa

Cohort Jupiter

Passionate tech team player, with more than 5 Years experience startup and multinational tech company. Experienced in testing and reviewing the product to improve the feature. Have experience in web application development team, currently passionate in data exp

Capstone Project: Moodify: Emotion-Based Tweet for Spotify Playlist Recommender

Alfan Diki Asshari

Cohort Jupiter

8+ years experience in Digital Marketing

Capstone Project: Sales Forecast

Andina Septia

Cohort Jupiter

Math and computer enthusiast who has a huge interest in data science, especially in machine learning.

Capstone Project: Coder

ASIDO ROGATE PANJAITAN

Cohort Jupiter

Experienced as IT System/Business Analyst for 4.5 years

Capstone Project: Dashboard Rekomendasi Lokasi Pembelian Rumah

AZHIMA KORAJI

Cohort Jupiter

Enthusiastic end-to-end corporate planning specialist eager to contribute to team success through hard work, attention to detail and excellent organizational skills. Clear understanding of project management
and trained in data science. Motivated to learn, grow and excel in financial industry.

Capstone Project: Investment Dashboard

DEWI NIARA ASTUTI

Cohort Jupiter

Results-driven who experienced planning and analysis in Telecommunication Industry since 2013. Skilled in network performance management, data analysis and management, also machine learning. Competence in organization strengths and weakness and enlarge satisfaction initiatives through data collection on the ground. Strong ability in analytical thinking skills to collect and analyze information and make decisions.

Capstone Project:Fiber to The Home Splitter Occupancy Prediction Using Random Forest Regression

Dimartana Marga Kusuma

Cohort Jupiter

An informatics engineering graduate who is passionate in analytics, information technology and business with 2.5 years work experience as an application operation analyst and 1 year experience as a co-founder for IT Freelance Company.

Capstone Project:Customer Value Optimization

Gabriel Erichson Hasudungan Marpaung

Cohort Jupiter

Product Manager of BCA with 4+ years of experiences. Familiar with product management, agile concept, data analytics, and data modelling.

Capstone Project:Online Customer Clustering & Demand Analysis

Ricky Pandora

Cohort Jupiter

Program Ocer and trainer of SPSE (Sistem Pengadaan Secara Elektronik) with 4+ year experience in LKPP (The National Public Procurement Agency of The Republic Of Indonesia). Handled up 150+ electronic procurement services spread throughout Indonesia, with duties including helping solved their problem about Sistem Pengadaan Secara Electronik.

Capstone Project:AI.RIS (Artificial Intelligence of Reverse Image Search)

Rizky Ramadhan

Cohort Jupiter

A passionate software engineer. Working for both freelance and small to big companies. Experience in web development and design. Decided to expand knowledge to the world of AI. Currently interested in AI deep learning space.

Capstone Project:Social Distancing Detector

Arya

Cohort Kappa

Working in Finance Operation for 3+ years of experience, now changing her path to Data Analyst

Capstone Project:Movie Recommender

JOHANNA ARITONANG

Cohort Kappa

A Computer Engineering Bachelor Graduate with passion in Data Science. He mostly interested in Machine Learning for problem solving, where He can apply his skills for continous improvement.

Capstone Project:Rice Price Forecast

MUHAMMAD FARIS HISYAM

Cohort Kappa

Passionate business science with 4+ years of experience and track record in business development and research development. Skilled in Business Data Analysis, Market Analysis, Problem Solving, Negotiation, and Communication skills. Strong business development professional with business data-driven in decision making.

Capstone Project:Choco Bar

VERAWATI

Cohort Kappa

Data analyst with almost 5 years experience, and student of MBA program in SBM-ITB. Currently working in a digital media platform company. Fast-learner, hard worker, self-motivated, curious about something new, and highly organized.

Capstone Project:Spotifyul

Adam Hafid Nurfalah

Cohort Libra

Risk analyst with over 1.5 years experience in heavy equipment and machinery industries.
Adaptive, detail-oriented, critical thinker and problem solver. Knowledgable in Python and
R programing. Interested in Machine Learning like image detection, timeseries analysis and
recommendation systems. Bachelor’s Degree in management from SBM ITB.

Capstone Project:Menu Creator: Groceries Food Image Detection

Arif

Cohort Libra

Fresh graduate of industrial engineering with various organizations, voluntary and internship experiences. Have several specialties include supply chain, problem-solving, analytical
thinking, project management, simulation modeling and analysis. Knowledgeable about
developing visual graphs and models with Programming Languages.

Capstone Project: NYC Taxi Trip Optimizer

Jans Gerald Armando

Cohort Libra

Have experience as Electrical Engineer for more than two years and am interested in switching careers as a Data Scientist or Data Analyst.

Capstone Project:The Cluster and The Characteristic on Working Hours of 70 Respondent During Pandemic

Nur Fitryah

Cohort Libra

Graduated from physics, faculty of natural sciences who have experience as an automation engineer, have experience in robotics, project management, and continuous improvement. Passionate about data scientists and data analytics. He Looking for opportunities to become a Data Scientist.

Capstone Project:Prediction of House Prices in Jakarta Using the Random Forest Algorithm

Reza Lutfi Ismail

Cohort Libra

Fresh Graduate in Industrial Engineering, with passion in Data Science and Data Analytics.
Applicable skills including R, Python, and MySQL. Eager to learn, highly motivated, great
social skills, great problem solving and negotiation abilities.

Capstone Project:RFM Analysis and Product Recommendation System Using Arules for Online Retail

Sandy Putra Utama

Cohort Libra

Experienced IT Analyst. Has sufficient experience in building warehouse system and attendance system. Online business entrepreneur and Hardware expertise since 2014. Proficient with computer hardware and coding.

Capstone Project:Health Insurance Prediction (Profiling and Modeling)

Satria Syah Ajidarma

Cohort Libra

She loves building new things and is willing to learn new things. She has experience in making applications such as predicting an application for people with stomach-based android, application for a baby born based on android, and creating a program that can predict SMS that is spam or not based on machine learning.

Capstone Project:Demographic and Health Parameters related to Heart Disease

Meta Mahyarani

Cohort Midas

Data Science and Machine Learning Enthusiast who loves to learn new things. She loves to see and analyze something from more than one perspective and feels challenged to do something creatively. She is willing to work hard and work in a team where the members can learn from each other. She always tries her best to solve or do something.

Capstone Project:Coffee Shop’s Sentiment Analysis using Naive Bayes Models

Rachel Sinondang

Cohort Midas

Entry level graduate in the field of data science and artificial intelligence with a background in science and one year work experience in computer vision. He has completed two open-source projects and 5 data products on GitHub and shinyapps.io. He is looking for opportunities to develop skills and knowledge in data science and machine learning. He is comfortable working with many Deep Learning Frameworks.

Capstone Project:Restaurant Location Recommender

Daniel Kurnia

Cohort Newton

A Bachelor of Industrial Engineering from Institut Teknologi Indonesia (ITI), experienced as Sales Supervisor at a National Company, PT Arta Boga Cemerlang, an affiliate of Orang Tua Group. Talented in people development, sales, and target-oriented with strong capabilities in data analysis, organizing workflow.

Capstone Project:RFM Analysis

Daniel Lumban Gaol

Cohort Newton

Fresh graduated from Politeknik Caltex Riau, Information System. He has working internship experiences at PT.Syncore Indonesia as web developer and has been involved in several projects. He has created some projects in data science such as data analytics, visualization dashboard, and machine learning using R and Python.

Capstone Project:Potential Customer Analysis

Defrian Dwi K

Cohort Newton

Experience more than 2,5 years with data analysis for development processes and products. Knowledgeable and interested in Data Analytics, Data Visualization, and Machine Learning. Have an Adaptive Personality, Problem Solver and Fast-learner.

Capstone Project:Market Basket Analysis on Online Retail

Gasha Sarwono Putra

Cohort Newton

He is a fresh graduate majoring in D3 Management Transportation. He is a fast learner and thrive to grow stronger as Data Scientist. He has a strong ability in Regression Model, Classification using Naive Bayes and KNN, Unsupervised Learning, and Deep Learning using Neural Network.

Capstone Project:Steel Defect Detection

M Ammar Jihad

Cohort Newton

He created a dashboard about an automated pdf text summarizer web app.

Capstone Project: K-Sum

M Ichsan Permana

Cohort Newton

A Data Enthusiast and A Sales Manager with > 9 years of proven experience in Sales and Business Development in Various Industries (Construction Industry, Oil & Gas Industry, Mining Industry, Chemical Industry).

Capstone Project:Mental Health First Aid in Tech Industry

Syabaruddin Malik

Cohort Newton

He is experienced in a product role with a demonstrated history of working in the retail industry to conduct product analysis and product management. He has additional certified skills in R and Python to discover the hidden information in data and develop various machine learning models.

Capstone Project:Invest Now

Victor Nugraha Putera

Cohort Newton

Did you know biology has a special relationship with data science? Dion is a Biology graduate who is interested in Data Science. Some biology material uses clustering to define animals, which is exciting and pushes him to keep growing in data science.

Capstone Project: PEDIH (Predict Demand by Weather)

Dionisius Widjayanto

Cohort Olympus

Entry level graduate in data analysis and data scientist with a Bachelor’s degree in Mechatronics. Excel in python and R programming, troubleshooting, dashboarding, and machine learning in the field of Natural Language Processing. Worked as a Machine learning engineer in HP Asset Management for three months and currently working as Data Analyst in OLX.

Capstone Project: Early Accident Detection

Mohammad Bagus Dwi Putra

Cohort Olympus

He is graduated with a bachelor of business from La Trobe University, Melbourne. Currently, He is doing analytics and data science as a stock supply chain product for my family business company. The goal is to improve business operations (sales performance) and better understand the overall business and consumer needs.

Harnsen Bahari Putra

Cohort Phoenix

She graduated from Bandung Institute of Technology in 2021 with a Bachelor’s Degree in Agricultural Engineering. She is a data enthusiast and enjoys expanding her knowledge and skills to organize and extract large amounts of information to analyze past movements, develop strategies, and plan for the future.

Karina Eka Sasmitha

Cohort Phoenix

He studied Mathematics & IT at Binus University. He would love to change people’s perspective of Mathematics and the study of numbers into something meaningful and hopefully life-changing for the better through the help of applying Data Science in our daily or work life.

Calvin T

Cohort Phoenix

Gema is an avid learner, even though he is not the fastest to understand things. From his point of view, what is essential is the willingness to learn new things in the right concept and the right way. This has become a solid basis for starting His career in Data Science.

Samuel Gema Dei Vilio

Cohort Phoenix

Syahvan, an Algoritma Academy alumnus, focuses on detecting “toxic” comments in the Indonesian digital realm, identifying hate speech, cyberbullying, and hoaxes.

Syahvan Alviansyah D

Cohort Vulcan

In the Student Project Showcase, Talia demonstrates how LDA Topic Modeling can analyze user reviews on the KAI Access platform. She successfully identifies key topics in reviews, revealing user priorities. The video features her data visualizations and a detailed explanation of LDA Topic Modeling in her project.

Talia Thaib

Cohort Theia

Muhammad Ridhwan employs Logistic Regression to predict employee attrition based on factors like tenure, commute distance, and job satisfaction. His project, crucial for optimizing employee retention strategies, is detailed in a video explaining the workings of logistic regression and its application to employee turnover data.

Muhammad Ridhwan

Cohort Theia

Adli developed a highly accurate model to predict the demand and supply of Adidas products in the U.S. using the GMM-TSLM algorithm. The project’s significance for Adidas lies in inventory optimization, avoiding overstocking, and stock shortages, thus improving operational efficiency and profitability. Adli’s video details his predictive model and its benefits for Adidas.

Adli Rikanda Saputra

Cohort Theia

An outstanding graduate from Algoritma Data Science School, Bidhari’s project sets new standards in data science by uncovering consumer sentiments in skincare.

Bidhari Andana Westhi

Cohort Theia

Rino, brings his dedication to mastering sales forecasting art to this remarkable project, setting new data-driven sales strategy standards.

Rino Anthony Stiawan

Cohort Theia

Dean Alexander, a notable graduate, showcases his expertise in combining deep learning, OCR, and warehouse management in his innovative project, WareOCR.

Dean Alexander

Cohort Ultron

Alexander, a distinguished graduate, innovates in financial analysis, merging finance and data science for new insights and solutions.

Alexander Gelfand Panjaya

Cohort Ultron

Tri’s project shines in innovative solutions, setting new standards in combining marketing and data science for enhanced customer engagement.

Tri Saputra Ungko

Cohort Ultron

Mico, an accomplished graduate, merges healthcare and data science, paving the way for smarter healthcare management.

Mico Chandra

Cohort Ultron

Faisal’s project reflects his dedication to exploring the emotional aspects of data, setting new standards in linking data science with human emotions.

Faisal Adhistana

Cohort Ultron

Muhammad’s project, HomeScape, revolutionizes real estate data science, simplifying apartment searches.

Muhammad Fadhlurrohman Faqih

Cohort Ultron

Peter’s passion for music and data science culminates in Rhythmix, a groundbreaking project merging data science with music discovery.

Peter Buntaran

Cohort Sparta

Raja, a Data Science Algoritma graduate, developed a tailored NLP solution for Get Global Holding, transforming customer reviews into valuable insights.

Raja Fillandry Chandra Sukmana

Cohort Ultron

Heinz, a graduate of Algoritma Data Science School, designed an application to predict Jakarta’s air quality, delving into specific aspects affecting air quality for evaluation purposes.

Heinz Metrosan Donradt

Cohort Ultron

Zefanya’s project aims to optimize warehouse deliveries, ensuring timely and condition-perfect retail product arrival while preventing overstock and understock.

Zefanya Hermanta

Cohort Ultron

Affandry’s project creates a digital twin application for propylene glycol production reactors, providing real-time predictions and guidance to technicians and operators for efficient, safe production.

Affandry Taufik

Cohort Ultron

Ahmad Sirullah uses data science to enhance customer retention and reduce order cancellations and returns, analyzing customer data to identify high-risk customers.

Ahmad Sirrullah

Cohort Vulcan

Rizky combines his expertise in data with a passion for hospitality, creating an application that helps Indonesian hotel businesses leverage machine learning.

Rizky Fadilah

Cohort Vulcan

Rusdi’s “FasterX – Stock Availability Detection in the Supply Sequence System with Faster R-CNN” integrates the Faster R-CNN algorithm into Mitsubishi’s supply chain system.

Rusdi Permana

Cohort Vulcan

Ardian’s project automates resume reading and assessment based on desired criteria, featuring ranking and clustering capabilities.

Adrian

Cohort Vulcan

Nadhif Naufal’s project offers innovative solutions for Personalized E-Learning Assessment, allowing educators to recognize and understand student emotions for tailored learning experiences.

Nadhif Naufal

Cohort Vulcan

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