[ AI Engineer · Liverpool, United Kingdom ]
I design and productionise AI systems — diffusion pipelines, multi-agent frameworks and vision models that cut costs, win contracts and ship on deadline. 4+ years across Tata Elxsi and Flam; now at the University of Liverpool for an MSc in Data Science & AI.
Open to opportunities — full-time right to work in the UK
[ 03 / Selected work ]
Flam
Jun 2025 – Aug 2025
Generative-AI framework that places a human subject into a different background and blends them naturally with the environment. Flux fine-tuned models combined with the IC-Light relighting model generate physically plausible lighting and shadows; image-processing passes smooth the borders. Delivered one week ahead of schedule.
≈35% lower GPU cost via inference and GPU management
Flam
Mar 2025 – May 2025
Wall detection and paint visualisation pipeline pairing YOLOv11 segmentation with a fine-tuned Stable Diffusion model. Renders the chosen paint colour onto walls while preserving light reflections on reflective surfaces. Deployed as a containerised inference service.
Proof of concept secured a client contract worth ≈£42,500
Tata Elxsi
Jul 2024 – Feb 2025
Multi-agent framework built on OpenAI GPT models that captures user inputs, updates project progress and generates client reports. NeMo Guardrails blocks prompt attacks; a Qdrant vector store powers retrieval (RAG). Later adapted for the IT department's ticketing system.
≈60% reduction in reporting and analysis time
[ 05 / Contact ]
From diffusion-model pipelines to agentic frameworks — let's talk about what intelligent systems can do for your product.