QAOA for the Travelling Salesman Problem
Python 3 · Qiskit · Quantum optimisation
Selected Work
Research and shipped work in reinforcement learning, agent systems, and applied ML.
Semideus Cognition
LLM · Mastra · Teach-back · Spaced retrieval · Mastery score
EdTechAI AgentsFull Stack
Case study
Offline Reinforcement Learning in World of Tanks
TorchRL · PyTorch · Off-policy evaluation · NVIDIA
Reinforcement LearningDeep LearningGaming
Case study
Physical AI PiCar
Raspberry Pi · Vision + tool use · Closed-loop agent
RoboticsComputer VisionAI Agents
Case study
Object Detection and Explainability using Drone Vision
YOLO · XAI · Real-time detection
Computer VisionXAIDrones
Quantum ComputingOptimization