Muhammad Pudja Gemilang Email and Phone Number
I am passionate data science learner. I am amazed on how mathematics and statistics can be used to identify and solve real world problem. To keep up with latest technologies in data analytics and machine learning, I am improving my data science skills by doing online courses, personal project, reading latest AI related articles, and joining various data science competition. For the final project, I am currently learning the mathematical details of Graph Convolutional Networks and its implementation to NLP classification use cases using Python and PyTorch. I am seeking opportunities in any machine learning engineering, data science, or analytics roles. If you have anything to discuss with me, feel free to reach me out via private message or email to Pudjagemilang2001@gmail.com.
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Data ScientistShopee Oct 2024 - PresentJakarta, Indonesia -
Machine Learning EngineerLegit Group Aug 2023 - Oct 2024Jakarta Selatan, Jakarta Raya, Indonesia[Computer Vision Project]• Researched deep learning model (object detection and visual demography classification model) to be attached visual intelligence system.• Developing end-to-end AI-powered visual intelligence system architecture by leveraging state-of the-art object detection, face recognition, and demography classification model.• Implementing scalable data streaming pipeline to stream data between AI engines. -
Machine Learning CohortBangkit Academy Led By Google, Tokopedia, Gojek, & Traveloka Feb 2023 - Jul 2023Selected as one of teams to work in Bangkit Company Capstone Project in Dicoding.Works :• Built matchmaking algorithm using modified cosine similarity and weighted sum of each characteristic's scores to match mentee and mentors in mentoring session.• Built Feedback Summarizer on feedback text data using Transformer-based model -
Data Scientist InternTelkom Indonesia Jul 2022 - Dec 2022Area Dki Jakarta• Did text analytics and comparative analysis about MyIndihome text review and its competitors from Playstore and Appstore.• Built sentiment analysis model to clasify the sentiment of MyIndihome review on Playstore and Appstore.• Made analysis and topic modeling about unsubscription patterns of SMOOA Indihome customers.• Queried data and made dashboard about customer retention metrics of Indihome subscription data using Redash and SQL.• Improved and optimized dashboard in Redash.• Made documentations about existing dashboard. -
Elementary Statistics Laboratory AssistantInstitut Teknologi Bandung Jan 2022 - May 2022Bandung, West Java, Indonesia• Provided assistance to engineering students about Probability, Statistical Distribution, Parameter Estimation, Hypothesis testing, Linear Regression, Time Series Analysis, and Smoothing using R.• Assessed student's works about problem module in R. -
Simulation And Mathematical Computation Laboratory AssistantInstitut Teknologi Bandung Aug 2021 - Dec 2021Bandung, West Java, Indonesia• Provided assistance to math students about mathematical modeling and simulation including Predator-Prey Model, Dynamical System Modeling, Monte Carlo Simulation, and Random Walk Simulation using Python.• Grade sophomore student's works in jupyter notebook based on several parameter (code readibility, code runnability, code explainibility, material application).
Muhammad Pudja Gemilang Education Details
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Mathematics
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Sman 2 Tambun Selatan
Frequently Asked Questions about Muhammad Pudja Gemilang
What company does Muhammad Pudja Gemilang work for?
Muhammad Pudja Gemilang works for Shopee
What is Muhammad Pudja Gemilang's role at the current company?
Muhammad Pudja Gemilang's current role is Data Scientist @ Shopee | AI, Data, and Math Enthusiast.
What schools did Muhammad Pudja Gemilang attend?
Muhammad Pudja Gemilang attended Institut Teknologi Bandung, Sman 2 Tambun Selatan.
Who are Muhammad Pudja Gemilang's colleagues?
Muhammad Pudja Gemilang's colleagues are Nafita Eka Septyana, Emandyl Jake Benito, Loren Rivera, 张晓瑶, Ghina Adwani, Watcharid Kulvipachwatana, Jéssica Gomes.
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