/projects

Things I've built
that I'm willing to show you.

A mix of recent AI work, production Python web apps, and the WordPress sites that paid the rent. Each one has a case study with what worked, what didn't, and what I'd do differently.

2025 · RAG · LLM

docu-chat

A grounded retrieval-augmented chatbot that answers questions over a folder of PDFs and markdown. Built end-to-end to learn the full RAG loop: ingestion, chunking, hybrid search, reranking, and citation enforcement.

  • Python
  • FastAPI
  • LangChain
  • Chroma
  • OpenAI
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2025 · Eval · Tooling

prompt-bench

A small evaluation harness for comparing prompt variants. Scores each on accuracy, cost, and p95 latency across a fixed test set and renders a report I can share with non-engineers. Used at my internship.

  • Python
  • Pytest
  • SQLite
  • Streamlit
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2025 · Learning

neural-from-scratch

A tiny neural network library in pure NumPy — forward pass, backprop, optimizers, and a working MNIST trainer. I built it to demystify what PyTorch is doing under the hood.

  • NumPy
  • Jupyter
  • Matplotlib
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2024 · Production

shelf — bookkeeping for solo founders

A Django app for a freelance client — invoices, expenses, month-end dashboard. In production for two years, used daily. The project that taught me how messy real-world data actually is.

  • Django
  • PostgreSQL
  • HTMX
  • Tailwind
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2023 · Client work

kothi — boutique hotel theme

Custom WordPress theme + booking plugin for a chain of boutique hotels in Nepal. 100kb above-the-fold budget, Lighthouse 98+ on mobile. Still live, still earning the client revenue.

  • PHP
  • WordPress
  • ACF
  • Custom Gutenberg blocks
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