Agentic AI & Machine Learning Engineer | Full-Stack AI System Builder
🎓 MSc Data Science (Distinction), University of Exeter • 📍 Exeter / London, United Kingdom
I bridge the gap between rigorous machine learning research and battle-tested production engineering. With an MSc in Data Science (Distinction) and extensive experience architecting scalable cross-platform applications, I specialize in:
- 🤖 Agentic AI & LLM Orchestration: Designing stateful multi-agent workflows, dynamic tool routing, and grounded RAG pipelines with Google Gemini and LangChain.
- 📈 Predictive Machine Learning: Multimodal forecasting, transformer fine-tuning (FinBERT, HuggingFace), and NLP pipelines.
- 🚀 Full-Lifecycle Production Delivery: Developing resilient backend APIs (FastAPI), modern responsive clients (Flutter, Astro, React), and containerized deployments (Docker, GCP, AWS).
| Category | Technologies & Frameworks |
|---|---|
| Agentic AI & LLMs | Google Gemini API, LangChain, RAG Pipelines, Multi-Agent Tool Routing, Prompt Engineering |
| ML & Data Science | PyTorch, TensorFlow, Scikit-learn, FinBERT, Hugging Face, Pandas, NumPy, Jupyter |
| Backend & Cloud | FastAPI, Python, Docker, Google Cloud Platform (GCP), AWS, GitHub Actions CI/CD |
| Mobile & Frontend | Flutter (Dart), Astro, React, Tailwind CSS |
| Databases & Storage | PostgreSQL, Redis, Firebase Firestore, MySQL |
| Project | Highlights & Capabilities | Stack | Links |
|---|---|---|---|
| ChatBud | Stateful multi-agent workspace featuring 16 curated personas, on-device Grounded RAG with live APIs, and 159 passing tests. | Flutter, Firebase AI, Gemini 2.5, Dart | Repo • Live Demo |
| Stock Market AI | Multimodal forecasting platform combining technical indicators with FinBERT news sentiment, comparing LSTM, GRU, ARIMA, and SVR on Streamlit. | Python, PyTorch, FinBERT, Streamlit | Repo • Architecture |
| Exeter Academic Agent | Agentic AI assistant with streaming LLM responses, multi-tool dynamic routing, and cross-platform Flutter client. | Dart, Gemini 2.5 API, Flutter | Repo • Live Demo |
| Kaggle Analysis Showcase | End-to-end data science projects with exploratory data analysis, predictive modeling, and interactive Streamlit web applications. | Python, Scikit-learn, Streamlit, Pandas | Repo |
| Interactive Portfolio | Personal developer portfolio featuring a live embedded Gemini AI assistant and responsive modern architecture. | Astro / React, Tailwind CSS, Gemini API | Repo • Website |
| E-Voting System | Web-security hardening and role-based access control (RBAC) case study with SQL injection protections and audit trails. | PHP, MySQL, Bootstrap 5 | Repo • Architecture |
- 🔬 Designing hybrid RAG systems combining dense semantic retrieval and sparse BM25 reranking.
- ☁️ Preparing for the Google Cloud Professional Machine Learning Engineer certification.
- 💼 Open to Machine Learning Engineer, AI Engineer, and Senior Software Engineer roles in the UK.