ML Trading System
Building a SPY 5-minute trading system with GBDT models and Alpaca integration.
I build applied AI systems, robotics, and data solutions. Currently exploring machine learning, quantitative finance, VR interaction, distributed systems, and cloud applications. I'm passionate about turning complex problems into working prototypes and optimized solutions. Always learning, always building, always shipping.
bristol
Bristol · UK
Stack
Python, TypeScript, Go, C++
Focus
AI systems · Robotics · Quant
Now
Building deployable prototypes
A collection of current projects, learning, and work in progress.
Building a SPY 5-minute trading system with GBDT models and Alpaca integration.
Exploring quantum Monte Carlo methods for portfolio optimization.
Working on distributed systems improvements and performance optimization.
A collection of AI systems, robotics, and software projects I've built.
A Cloudflare rental matching MVP that lets tenants describe their needs, searches property listings, filters unavailable homes, and ranks matches by fit.
DetailsFederated fraud intelligence for UK banking. A cross-bank fraud-detection model trained across multiple banks' records using federated learning to catch scam campaigns in hours instead of days without sharing customer data.
DetailsA SPY 5-minute trading system with separate workflows for data updates, GBDT model training, policy selection, and Alpaca paper-trading execution.
DetailsEncodeAI Wormhole bounty winner: a quantum-enhanced DeFi portfolio suite using Wormhole data, kernel analysis, quantum Monte Carlo ideas, and explainable AI.
DetailsTop-ranked Computer Systems A project comparing parallel and distributed Conway's Game of Life implementations in Go, with halo exchange and communication-overhead analysis.
Detailsu3Core industrial safety platform: a camera-independent anomaly detection system for fire, smoke, and oil leaks with cloud/edge deployment paths and alert integrations.
DetailsA VR and robotics interaction project built around immersive control workflows, adaptive user experiences, model assets, and evaluation tooling.
DetailsA calibration-friendly robot arm control stack with Arduino firmware, safe serial commands, Python primitives, and workflows for tuning real joint limits and poses.
DetailsA Cloudflare Worker chat app that researches destinations, estimates weather and budget context, stores preferences, and generates day-by-day itineraries.
DetailsA Flare Coston2 hackathon project for a bio-sovereign data market, using biometric event attestation, smart contracts, escrow, and proof-of-affect mechanics.
DetailsIonQ iQuHACK remote challenge work with qBraid notebooks and Python wrapper functions for probing, attacking, and evaluating challenge vaults.
DetailsBuilt a quantum-enhanced DeFi portfolio optimization system with real-time data feeds and explainable AI models.
Implemented parallel and distributed Conway's Game of Life in Go with halo exchange and performance analysis.
Developed computer vision and IoT systems for autonomous hazard detection in industrial environments.
Focus: AI systems, distributed computing, robotics
Python, TypeScript, Go, C++ · ML, robotics, cloud systems
Interested in projects, collaborations, or discussing ideas?