Hello I am
A software engineer with ML/AL and finance knowledge
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Projects
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Users
Awards
Years
About Me
Welcome! I am Elliott, a passionate and versatile professional with a multifaceted skill set in software engineering, data science, and a wide range of interdisciplinary domains. I thrive on exploring complex problems, building innovative solutions, and continuously learning across various fields.
- Project IT Manager at G.Tech (Sep 2025 – Present)
- Led a team of 5 engineers to build a new carpark management system while contributing hands-on to development.
- Managed project timelines, coordinated with stakeholders, and ensured successful delivery.
- Software Engineer at G.Tech (Jul 2025 – Aug 2025)
- Built and deployed a YOLOv11-based vision model to detect barrier anomalies (stuck, normal, dropped) with 87% mAP@50.
- Integrated FastAPI and Docker for real-time inference on AWS and set up CI/CD with CircleCI.
- Junior Software Engineer at BeMyGuest (Mar 2023 – Dec 2024)
- Integrated third-party APIs using Laravel and REST/SOAP, automating booking distribution for partners like EPL and Sentosa, boosting efficiency by 75%.
- Used Sentry, ELK stack, and Grafana to troubleshoot API latency, reducing issue resolution time by 25% and improving system responsiveness by 30% across 3+ teams.
My Projects
OptiStock
A full-stack finance app using React and Django for real-time stock analysis via Alpaca API. Integrated an AI NLP trading bot powered by FinBERT for sentiment analysis. Deployed with CI/CD for automation and reliability.
Software Engineering Job Portal
Helps people find tech jobs by aggregating jobs from different job portals while keeping track which one they applied to
Calendar App
Helps keep track of meetings and other random items in your day
Medicine Recommendation System
Comes up with a recommended medicine based on your symptoms
Meta Stock Price Predictor
Data visualization of Meta stock price and predicts the price of Meta's stock based on historical price data
Reinforcement learning trading bot
Built using PPO and bot has positive rewards without reward hacking based on discrete actions of buy, sell and hold on 100 years of S&P 500 data
Jarvis AI
An AI assistant that processes spoken input in real time and delivers intelligent, natural-sounding audio responses.
Empiria Strategic Fund
A high-conviction personal fund that has outperformed the S&P 500 by +22.82% with returns of 71.36% compared to S&P 500 returns of 48.54% since inception (Sep 2023 – Jul 2025).
Let us Connect
I am currently looking for new opportunities, my inbox is always open. Whether you have a question or just want to say hi, I will try my best to get back to you!
