I am a developer and data enthusiast with experience in machine learning, financial analytics, and distributed systems. My work focuses on building tools that combine data science with real-world applications such as financial forecasting and peer-to-peer systems.

A decentralized LAN and internet file sharing application.

Features:
• LAN peer discovery
• Internet P2P Transfers via UPnP
• Share entire folders without the speed hit you normally get!
• Encrypted peer communication using TLS fingerprints

An app for browsing imageboards. Many things have changed and the last commit was 7 years ago so I thought I'd update some parts and fix things that have been bugging me over the years. Thanks floens!

Upgrades:
• Upgraded from Exoplayer2 to Media3
• Compiled libraries for VP9 so they can play now
• Hold to speed up videos
• ... and more soon!

A data-driven exploration of the Singapore Overnight Rate Average (SORA), focusing on understanding underlying mechanics.

Future possibility of machine learning for predicting the interest rate movement

Dataset containing historical winning numbers for Singapore 4D and Toto lotteries collected and structured for statistical analysis.

Dataset created to analyze suspected skew in game drop rates. Later confirmed by official updates.

Languages
Python, Java, JavaScript

Data Science
Pandas, NumPy, Prophet, SARIMAX, LSTM, SVM

Tools
Plotly, Dash, Docker, Git

Other
Electron, Qiskit

My personal projects:

• 💬 Edge, an electron P2P chat & file transfer app.
• 😶‍🌫️DeepMosaicsPlus, a tool originally by HypoX64 to remove mosaic censorship, which I made compatible with directml so acceleration can be done with any GPU. Optimization is currently underway.
• 🎼Python Music Transposer, a simple music transposition tool with GUI.
• 🖼️Simple Image Converter, a simple program to convert, resize, compress and upscale images, with wide support for files including HEIC & RAW.