- 🌱 I’m currently working on Knowledge bases and LLM applications in a bank!
- 📫 Reach me at samuelsimweixuan@gmail.com
- 🚀 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.
- 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.