Computer Science
Currently working as a Python Data Engineer in the maritime tech sector, processing 15M+ daily records in production. MSc AI (Distinction) with hands-on experience shipping LLM systems, RAG pipelines, and data models that scale. I work across the full stack, from fine-tuning Llama-3 to deploying FastAPI endpoints with monitoring. I like building things that reach users, not just notebooks that sit in repos
Standard sequence models systematically overshoot during sudden state transitions — heavy braking, sharp turns, rapid heading changes. I built and benchmarked a BiLSTM-Attention architecture that detects "intent shifts" in high-frequency telemetry data, solving this with a soft-attention layer that…