[Private][Ongoing] Automated Trading Bot
Automated trading bot that uses AI/ML/Statistics to predict stock market trends and execute trades. Codes are ran on a VPS server.
PythonPandasNumPyScikit-learnStatsmodels
Projects
Things I've Built
A selection of personal, open-source, and professional projects spanning ML systems, developer tooling, and web applications.
Featured
Faster R-CNN for Object Detection
Custom implementation of Faster R-CNN for object detection
PyTorchPythonNumPyMatplotlib
Digital Remittance Portal
Leveraging Object-Oriented Programming (OOP) principles, the system manages complex multi-currency transaction logic, integrates multiple third-party payout APIs to support diverse digital remittance workflows, and user account security.
Spring BootVue.jsMySQLDockerAWS
Hackathons
UBS TechNova Hackathon - 2nd Place
Developed an anomaly detection solution using LangChain that analyzes conversations to identify potential compliance risks and flag instances of policy, regulatory, or legal violations.
PythonReactFlaskAzureLangChain
Integrated Lending Platform - Top 10 teams
An Integrated B2B lending platform that enable companies to leverage on Goldman Sachs banking infrastructure to invest in start-ups that align with their interest.
Vue.jsFlaskAWS
Others
NeetCode Submissions
A collection of my LeetCode submissions for consistent practice
PythonJava
[Private] Developer Runbook
A comprehensive runbook for developers to quickly onboard and contribute to the project
MarkdownGitPythonJavaJavaScript
Personal Website
Personal website to showcase my projects, experience, and skills
Next.jsTypeScriptTailwind CSSVibe-coding
[Private] Enhanced Replenishment Planning
As part of the Final-Year Project (FYP), partnered with Stemly on the use of Knowledge Graphs to increase interpretability of demand forecasting in Supply Chain
PythonKnowledge GraphsNeo4jpyRDF2Veckglab
Multi-Platform Social Analytics & Outreach Optimization
Partnered with Singapore Children's Society (SCS), this project leverages advanced text mining, sentiment analysis, and social network visualization across Instagram, LinkedIn, Reddit, and Twitter to identify community vulnerabilities and optimize outreach strategies.
AWS RekognitionAWS ComprehendPandasNetworkXnltkSelenium
Visual Analytics on Motor Vehicle Collisions in New York City
Analyze and create visualizations such as heatmaps, force directed graphs, and bar charts to understand the patterns and trends of motor vehicle collisions.
PythonJavaScriptD3.jsTableau