I build production-ready AI systems — from fine-tuning LLMs to deploying full-stack agentic applications with real observability. My work sits at the intersection of LLM engineering, medical AI, and MLOps.
📍 Bournemouth, UK · 🎓 MSc Data Science & AI — Distinction, Bournemouth University · 🔍 Open to AI/ML roles in the UK
| Project | What it does | Stack |
|---|---|---|
| ParsaGPT | Don't read my CV — talk to it. RAG-powered recruiter chatbot with local LLaMA inference | LLaMA · FAISS · FastAPI · React |
| Argo — AI Financial Advisor | Production robo-advisory platform: 6 microservices, Claude RAG, FinBERT sentiment, Terraform on AWS ECS | Claude · LangChain · ChromaDB · FinBERT · AWS · Terraform |
| Brain Tumor Classifier | 97.9% accuracy across 4 tumour types — with AWS deployment, Prometheus monitoring, and a radiologist feedback loop | EfficientNet · FastAPI · Docker · AWS EC2 |
| R2Gen — Radiology Reports | MSc dissertation: vision-language model that reads chest X-rays and writes the report. ROUGE-L 0.35, matching published baselines | Swin-Transformer · Cerebras-GPT · HuggingFace |
| StudyAbroad AI | Multi-step agentic advisor for international students — LangGraph reasoning, live web search, WebSocket streaming | Claude · LangGraph · pgvector · Next.js |
| Smart Contract Auditor | Fine-tuned DeepSeek-Coder-7B on SmartBugs to detect Solidity vulnerabilities with dual-layer analysis | LoRA · PEFT · HuggingFace · Gradio |
| EPL Match Predictor | Agentic Claude system that fetches live standings, form, and H2H data before reasoning through a prediction | Claude · FastAPI · Redis · Prometheus |
LLMs & Agents Claude · LLaMA · BioMistral · DeepSeek · LangChain · LangGraph
RAG & Retrieval FAISS · pgvector · ChromaDB · Tavily · DuckDuckGo
Fine-tuning LoRA / PEFT · HuggingFace Transformers · 4-bit quantisation
Observability LangSmith · Prometheus · Grafana · drift detection
Backend Python · FastAPI · Django · PostgreSQL · Redis · Celery
Infrastructure Docker · AWS (ECS Fargate · EC2 · S3) · Terraform · CI/CD
Frontend React · Next.js · TypeScript
AI/ML Engineer @ Visicore (Oct 2025 – Jan 2026) Fine-tuned BioMistral for automated ECG report generation; FastAPI deployment with LangSmith monitoring.
LLM Developer @ RADSAM (Sep 2024 – Jul 2025) Built end-to-end Claude-powered advisory agent with RAG pipeline (pgvector + web retrieval) for international students.
Research Assistant @ BNUT (Dec 2021 – Oct 2022) Mask R-CNN pipelines achieving 92% detection precision; C++ SLAM modules improving path-tracking accuracy by 15%.
- 🏅 IBM Generative AI Engineering Professional Certificate (Sep 2025)
- 🏅 IBM Data Engineering Professional Certificate (Sep 2025)
- 🏅 Generative AI with LLMs — DeepLearning.AI + AWS (Aug 2025)
- 🏅 Reinforcement Learning Specialization — University of Alberta (Aug 2025)
