Python · LLMs · RAG Pipelines · FastAPI · React
Building production AI systems — from ML pipelines with SHAP explainability to RAG architectures and deep learning models. 4+ years shipping software that runs live.
Python developer with 4+ years of hands-on experience building and shipping production software. I've owned projects end to end — from REST API backends serving live e-commerce traffic to ML pipelines explaining their own predictions, RAG systems cutting support response times, and deep learning models deployed as FastAPI services with full Explainable AI outputs.
Currently completing an MSc in Artificial Intelligence at Coventry University, graduating May 2026. My dissertation achieved 97.6% weighted F1 on a COVID-19 X-ray detection task using Vision Transformer, with a complete SHAP and Grad-CAM explainability pipeline and production deployment.
Full UK right to work, no sponsorship required, available immediately. Open to London hybrid and relocation anywhere in the UK.
January 2021 – April 2025
Lakshmi Silk House Consultancy — Karnataka, India
August 2025 – Present
Coventry University — Coventry, UK
01
Semantic retrieval system over structured business documents. Qwen 3.5B LLM with ChromaDB vector store, served via FastAPI, containerised with Docker for production deployment.
↓ 60% reduction in support response time
02
Vision Transformer (ViT-B/16) for COVID-19 detection from chest X-rays. Full Explainable AI pipeline — SHAP and Grad-CAM — with FastAPI inference endpoint and React frontend.
97.6% weighted F1 — MSc Dissertation
View on GitHub →03
Next.js 15 / React 19 TypeScript frontend integrated with Gemini 2.5 Flash Image API for automated product catalogue asset generation at scale.
↓ 70% faster catalogue production
View on GitHub →04
LLM-powered PDF ingestion pipeline — semantic chunking, automated flashcard and summary generation via Groq API (Llama 3.3 70B), with text-to-speech output.
Document → flashcards in seconds
View on GitHub →Python
AI & Machine Learning
Frontend
Databases
Infrastructure
Other
MSc Artificial Intelligence and Human Factors
Coventry University — Coventry, UK
Dissertation: COVID-19 X-ray detection using Vision Transformer (ViT-B/16) — 97.6% weighted F1, full Explainable AI pipeline (SHAP + Grad-CAM), production FastAPI + React deployment.
Graduating May 2026
Bachelor of Engineering — Information Science & Engineering
Visvesvaraya Technological University — India
Completed
Full UK right to work. Available immediately. Open to London hybrid and relocation anywhere in the UK.