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Samthesimpsons/README.md

Hi, I'm Samuel Sim!

I am interested in anything Data Science, Analytics, Machine learning and Software Development!

  • 🌱 I’m currently working on Knowledge bases and LLM applications in a bank!
  • 📫 Reach me at [email protected]
  • 🚀 Currently for my jobscope I am digesting the entire book of Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP by O`Reiley. As a side hobby, I read up and listen to recordings of Tom Hougaard.

I was a KKH-SUTD Scholar recipient who studied Business Analytics and Operations Research at SUTD. I also took 2 minors in Artificial Intelligence and Digital Humanities. Currently, I am enrolled for the Master of Science in Computing at SMU and am an IMDA Postgraduate Scholar.

For my work experience, I am currently a Data Scientist in the banking industry, at DBS Bank. I am looking open to any opportunities, preferably in the technology industry.

Summarized list of projects inside my GitHub

  • Bank Customer Classification Project Maybank - Senior Data Scientist
  • Carlite Singapore Game Theory Application Project 40.316 Game Theory - Understanding Drivers in Car-lite Singapore and the Impact of Cycling
  • Champions RShiny Web Application Project Govtech Technology Associate Programme - Software Developer
  • Fresh Produce Inventory Management Modeling Project SUTD 40.012 Manufacturing and Service Operations and 40.004 Statistics Project (Top Project in Cohort) - Optimal Inventory Management For Fresh Produce
  • GRAMMY Controversial Voting Process Project SUTD 02.137DH: Introduction to Digital Humanities Project (Featured on SUTD DH Website) - Controversial Voting Process for the GRAMMYs Awards Analysis
  • Mobile Cleaning Teams Optimization Model Project SUTD 40.011 Data and Business Analytics Project - Integer Linear Programming Optimization
  • MRT System Simulation Modeling Project SUTD 40.015 Simulation Modelling and Analysis - Simulation Model of MRT System Line using JaamSim
  • Reinforcement Learning Wordle Solver Project SUTD 50.021 Artificial Intelligence Project - Wordle Solver using Reinforcement Learning
  • Skincare RShiny Webgame Project SUTD 40.014 Engineering Systems Architecture Project - Skincare Web-game Application
  • Stylometric Authorship Analysis Project SUTD 02.136DH Lyric Poetry Digital Humanities Project (Nominated for Best Digital Humanities Project Award) - Authorship Analysis
  • Twitter Sentiment Analysis Project SUTD 40.220 The Analytics Edge - Twitter Sentiment Analysis Kaggle Competition (3rd Place)
  • Weather ETL Application Project Carro ML Engineer - Data Engineering Assessment

There are some projects not listed here, like my Capstone Project. Other items include my various notes.

Top Langs

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  1. Project-Twitter-Sentiment-Analysis Project-Twitter-Sentiment-Analysis Public

    SUTD 40.220 The Analytics Edge - Twitter Sentiment Analysis Kaggle Competition (3rd Place)

    HTML

  2. Project-Reinforcement-Learning-Wordle-Solver Project-Reinforcement-Learning-Wordle-Solver Public

    SUTD 50.021 Artificial Intelligence Project - Wordle Solver using Reinforcement Learning

    Python 2 1

  3. Project-Fresh-Produce-Inventory-Management-Modeling Project-Fresh-Produce-Inventory-Management-Modeling Public

    SUTD 40.012 Manufacturing and Service Operations and 40.004 Statistics Project (Top Project in Cohort) - Optimal Inventory Management For Fresh Produce

    R

  4. Project-Mobile-Cleaning-Teams-Optimization-Model Project-Mobile-Cleaning-Teams-Optimization-Model Public

    SUTD 40.011 Data and Business Analytics Project - Integer Linear Programming Optimization

  5. Project-Weather-ETL-Application Project-Weather-ETL-Application Public

    Carro ML Engineer - Data Engineering Assessment

    Python 1

  6. Project-Bank-Customer-Classification Project-Bank-Customer-Classification Public

    Maybank - Senior Data Scientist

    HTML