My Projects
Some client and student work is under NDA or kept private, so a few projects are shown without names, screenshots, or links.
TradeHaven
My own platform for algorithmic trading: strategy research, backtesting, live execution, and the analytics dashboards that tie it together. It's where the trading bots below run and get measured.
Trading Bots & Algorithmic Systems
Live Trading Bots
Condition-based bots that execute trades live through broker APIs, with position limits, stop logic, and risk controls built in. Driven by custom technical indicators I designed.
Backtesting & Risk Engine
Backtesting framework for validating strategies on historical data, with Monte Carlo simulation to stress-test drawdowns and size risk before anything goes live.
Sentiment Analysis Algorithm
Scores market sentiment from news and social media and feeds it into strategy research as an additional signal.
Application Development
We Can Express: Autism Communication App
Picture-based communication app for people with autism spectrum disorder, with custom speech icons and visual daily schedules. Built with a student I mentored; on Google Play and the App Store.
Pet Adoption & Matching App
Android app where owners and shelters post pets for adoption and adopters chat with them directly, with photo uploads and accounts.
AI-Based Educational Learning App
Mathematics learning app with AI-generated questions and adaptive difficulty that adjusts to each learner's level.
AI Interview Practice App
Mock interview app with adaptive questioning and feedback on reasoning and communication.
Game Development
3D Runner & Exploration Games
3D games in Unity covering endless-runner and exploration mechanics: character controllers, collision handling, procedural obstacles, and environment interaction.
2D Arcade-Style Games
2D arcade games with tight movement controls, scoring systems, obstacles, and difficulty that ramps up as you play.
Web Development
Commerce & Product Websites
Product catalogs, listings, and payment-enabled storefronts that help businesses sell online.
Business & Portfolio Websites
Custom websites for businesses and professionals, focused on clarity, performance, and responsive design.
Applied AI Systems
Private RAG Knowledge System
Concept for a retrieval-augmented generation system that runs fully offline, so sensitive documents can be queried without leaving the machine.
AI Voice Assistant
Voice assistant that handles conversational, call-center–style workflows.
Website Chatbot
Chatbot that automates client questions and first-line support on business websites.
Machine Learning & AI
Skin Cancer Detection
CNN classifier for skin lesion images. Built with a student team I mentored, who won a bronze medal for it.
Brain MRI Analysis
Deep learning model for brain MRI scans. Built with a student team I mentored, who won a bronze medal for it.
Fraud Detection System
Machine learning models for detecting financial and insurance fraud, trained and evaluated on public datasets.
Stock Prediction Models
LSTM-based models for stock price forecasting and market analysis, trained and evaluated on public datasets.
Robotics & Automation
Automatic Plant Irrigation System
Smart irrigation system with sensor-based monitoring and phone-controlled automation.
Plant Disease Detection System
Identifies plant diseases from photos using image recognition.
Automated Waste Sorting System
Concept for a robotic sorter that uses computer vision to separate waste into categories.