Helix Support Assistant
A fully local RAG assistant that answers support questions with checked citations, using hybrid search over mixed-format docs, plus an evaluation harness and an offline test suite.
- AI
- RAG
- Python
Open to opportunities
Software Engineer building full-stack products and AI retrieval systems
Full-stack engineer with production experience across Next.js, FastAPI and PostgreSQL, now focused on RAG, hybrid search and agentic AI while completing an MSc in Computer Science at the University of Hertfordshire.
Hatfield, United Kingdom
01.
Things I've built recently. Filter by stack.
A fully local RAG assistant that answers support questions with checked citations, using hybrid search over mixed-format docs, plus an evaluation harness and an offline test suite.
Local-first RAG knowledge platform with project-isolated knowledge bases, async document ingestion, hybrid dense + sparse retrieval with cross-encoder reranking, and citation-aware streamed chat.
Upload structured datasets and analyse them in plain English. LangGraph orchestrates planning, code generation and validation, running generated Pandas code in an isolated sandbox.
Production cinema booking platform with real-time seat availability over WebSockets, Stripe payments, and Redis-cached APIs serving 10,000+ monthly users.
02.
Jan 2024 – Jan 2025
Jan 2023 – Jan 2024
Jan 2022 – Jan 2023
03.
The tools I reach for, grouped by where they fit.
04.
2025 – 2027 (expected)
MSc Computer Science
University of Hertfordshire, Hatfield, UK
2017 – 2022
BSc Agricultural and Environmental Engineering
Obafemi Awolowo University, Nigeria
Advanced RAG with Vector Databases and Retrievers
IBM · 2026
Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI
IBM · 2026
AWS Certified Cloud Practitioner
Amazon Web Services · 2026
Deep Learning with Keras and TensorFlow
IBM · 2026
Machine Learning with Python
IBM · 2026
05.
The full picture: education, certifications, skills and experience in one page.
06.
Have a role, project or question in mind? Send me a message and I'll reply by email.