AI ENGINEER.
SHIPS PRODUCTION LLM SYSTEMS.

About

A short version.

Experience

Where I've shipped.

1. Apr 2026 – Present Remote, UK

   Full-Stack / AI Engineer Intern · Meta Solution Technologies

   • Building an AI-guided admissions platform on Next.js 15 + React 19 + TypeScript + Tailwind, talking to a Python LLM service over a typed REST API. Chat-style guidance flow runs on OpenAI with structured outputs and a Postgres + pgvector knowledge store.
   • Wrote auth end-to-end (Google OAuth, magic-link, PKCE) on Supabase, plus a BullMQ + Redis job queue that drives async generation, document checks and email triggers.
   • Shipped 10-language i18n and a dual-theme CSS layer so non-engineering teammates can roll out copy and translation updates without involving me. Use Claude Code daily for refactors and review.

   • Next.js 15
   • React 19
   • TypeScript
   • Tailwind
   • Python
   • OpenAI
   • Postgres
   • pgvector
   • Supabase
   • BullMQ
   • Redis
2. Jan 2026 – Apr 2026 Remote

   Software Engineer Intern · Recruit Pilot — Chris Hines (Recruitment-Tech)

   • Built React + TypeScript UI features against a REST API for a recruitment-tech product. Took part in code review and weekly sprint cadence alongside more senior engineers.

   • React
   • TypeScript
   • REST APIs
   • Code review
3. May 2024 – Jan 2026 Remote

   AI Engineer (Freelance) · Self-Employed

   • Shipped 20+ AI-powered apps for paying clients across SaaS, e-commerce and consulting — most had a React or Next.js front end on top of a Python service running Claude or OpenAI APIs with structured outputs and a RAG retrieval layer.
   • Built five longer-running AI agents (lead-gen, customer support, data processing). Each project ended with a README, a short walkthrough video and a written hand-off doc so the client team could run the workflow without me.

   • Python
   • Next.js
   • React
   • Claude
   • OpenAI
   • LangChain
   • RAG
   • FastAPI
4. Mar 2025 – May 2025 Remote

   Front-End Developer Intern · Unified Mentor — EdTech / Mentoring Platform

   • Built React UI features on a learner-facing app serving thousands of users — components for lessons, progression and learner dashboards, integrated against a REST API. Code review, agile delivery, shared QA cycles.

   • React
   • JavaScript
   • REST APIs
   • Agile

Selected work

Things I've built and maintain.

A small, public set of systems I designed end-to-end — front end, backend, model layer, deployment. Each thumbnail links to the running version.

Featured · Wikithon '26 Finalist · Personal Knowledge OS

Qyntra — Personal Knowledge OS

Wikithon '26 finalist. A private Wikipedia compiled from your own files. Connect Notion, Google Drive, Gmail, GitHub or a desktop folder; Qyntra ingests every supported file (markdown, PDF, DOCX, code, email bodies, Notion blocks, READMEs) into one searchable corpus on Supabase. Ask a question and Groq Llama 3.3 70B answers with numbered citations back to the exact file it pulled from — no hallucination, every claim clickable. A react-three-fiber 3D galaxy lays out every file as a star, clustered by type, with bezier knowledge-graph edges. WEB mode falls back to live DuckDuckGo search; DEEP mode reframes the query as a three-step research pass. Custom Groq API key support, ember-themed scrollbar, sticky chat input, and a Contra-inspired Q-soldier logo. Built solo in about a day with OpenCode Go and Claude Opus 4.7 between exam revision sessions.

• Next.js 16
• React 19
• TypeScript strict
• Tailwind v4
• Auth.js v5 (Google/Notion/GitHub + magic link)
• Supabase + RLS
• Groq Llama 3.3 70B
• react-three-fiber
• DuckDuckGo web search
• Vercel

Live demo → Source → Wikithon finalists →

Featured · AI · EdTech

Cogniloop — Socratic study system

Locked-prompt evaluator that grades free-form student answers against a rubric, returns a 0–3 score with a short explanation, and tracks concept mastery across sessions (weak → shaky → solid → mastered). Single-prompt design — no agent loop, no retrieval — keeps median latency under one second on Groq Llama 3.3 70B with a Pollinations fallback for cost. Edge runtime, strict-typed Next.js 16, KaTeX rendering for mathematical answers.

• Next.js 16
• React 19
• TypeScript strict
• Tailwind v4
• Edge runtime
• Groq Llama 3.3 70B
• Pollinations fallback
• KaTeX
• Web Speech API

Live demo → Source →

Featured · Medical AI · RAG

MedReviewAI — grounded medical paper analyzer

AI-powered medical literature review platform that searches 13 free academic sources, extracts PICO fields, and keeps generated claims tied to verbatim source evidence. Built with Groq Llama 3.3 70B, Clerk JWT auth and Neon Postgres on Vercel as part of an 8-person student team.

• TypeScript
• Groq Llama 3.3 70B
• PICO extraction
• Source grounding
• Clerk JWT
• Neon Postgres
• Vercel

Live demo → Source →

Featured · Research AI · Chrome Extension

ScholarAI — research-paper analysis extension

Chrome extension that turns research papers into interactive AI sessions. It summarizes methodology, extracts key claims, supports Q&A over the paper, and helps researchers evaluate credibility faster without replacing human judgment.

• JavaScript
• Chrome Extension
• Gemini API
• Paper summarization
• Bias detection
• Research UX

Source →

MCP · Registry

MCP Marketplace

A searchable registry of Model Context Protocol servers — the emerging plug-in standard for agent toolchains. Pulls from Glama and the official MCP repository on a daily schedule, normalises tool schemas, and renders one-line install snippets for Claude Desktop, Cursor and Claude Code. Built on Next.js 15 RSC with MIT-licensed source.

• Next.js 15
• TypeScript
• MCP
• Vercel

Live demo → Source →

Achievements

Wins worth noting.

Public recognitions and competitions where my work made a measurable mark.

Research

Publications.

Preprints and papers I've authored. Each links to the open-access PDF, ResearchGate record, and DOI record.

Skills

Tools I reach for.

Education + Certifications

Academic base, verified AI credentials.