Selected work

Projects

A focused selection of work demonstrating practical engineering and applied AI — with clear outcomes, clean architecture, and deployability.

Showing 3 projects.

AI Shopping Assistant

Featured

NLP-driven product recommendation for fashion queries

An end-to-end AI shopping assistant that understands natural language shopping requests and returns ranked product recommendations. Built with modular NLP components and a structured product database to support experimentation and future model comparisons.

Highlights

  • Designed an NLP pipeline: intent classification, style extraction, and price parsing
  • Implemented fuzzy matching + ranking over a structured product database (e.g., MySQL)
  • Built a clean, modular architecture to support ablation studies and model/API comparison

Tech

PythonTransformersPyTorchMySQLRapidFuzzPandas

Cloudflare AI Agent (Workers + Durable Objects)

Featured

Edge-deployed AI agent with memory and prompt documentation

A lightweight AI agent web app deployed on Cloudflare Workers, using Durable Objects for stateful memory. Designed for simple UX, clear prompts, and reproducible setup — ideal as a practical systems + AI integration demo.

Highlights

  • Implemented conversational memory using Durable Objects (stateful edge storage)
  • Built a clean UI and deployment workflow for fast iteration
  • Documented AI prompts and system behaviour for transparency and reproducibility

Tech

TypeScriptCloudflare WorkersDurable ObjectsHTML/CSS

Personal Portfolio Website

Minimal, recruiter-friendly portfolio with fast performance

A clean personal website to showcase projects, experience, and contact details. Focused on strong information hierarchy, readability, and deployability.

Highlights

  • Built with Next.js App Router + Tailwind for a clean, responsive layout
  • Deployed to Vercel with automatic updates on push
  • Structured pages for fast scanning: Home, Projects, About/CV, Contact

Tech

Next.jsReactTypeScriptTailwind CSSVercel