AI applications, internal tools, and full-stack systems that ship
I work with founders and product teams to design and build AI products, developer tooling, and web applications from prototype to production.
My work spans LLM applications, RAG and knowledge-graph systems, learning platforms, research tooling, and modern product engineering. I can help shape the product, build the system, and get it into users' hands.
AI product development
LLM applications, retrieval systems, evaluations, and product features built for real workflows
internal tools and workflows
developer platforms, research tooling, dashboards, and systems that make teams faster
full-stack systems
FastAPI, React, Next.js, data-intensive backends, and cloud-backed products from zero to launch
What I bring
I combine product-minded implementation with strong backend and systems experience. That includes AI-assisted developer workflows, cloud architecture, Python services, frontend delivery, and the messy integration work needed to turn good demos into durable products.
featured work
A selection of client work, products, and technical projects that best represent the kind of work I do professionally.
building code compliance
AI-assisted building code compliance checker developed with Kestrel Labs for complex document and regulation workflows
nao labs
core contributor to an AI-powered code editor for data teams, spanning product features, editor workflows, and developer experience
nvolt
document question-answering product using vector retrieval, knowledge graphs, and LLM pipelines for business-facing search
speak it
AI voice application that turns a prompt into a generated script, spoken output, and optional search-backed context
context rot experiment
research evaluation on perturbed open-source code, testing long-context retrieval against parametric knowledge under competing plausible answers
cursor background agents mcp server
Model Context Protocol server for Cursor Background Agents, published as an open-source package for agent workflows
selected projects and experiments
Additional products, tools, and explorations across AI, education, search, and interactive web applications.
Wikipedia Explorer
graph exploration tool that maps how two Wikipedia topics connect through article links, categories, and LLM summaries
human vs AI intelligence evolution
interactive report comparing biological evolution, invention history, and AI capability growth across time
fireplus
financial independence planning tool with Monte Carlo simulations and scenario-based forecasting
flaubert
literary chatbot using retrieval over 4,500 letters of Gustave Flaubert's correspondence
ai news aggregator
news product that aggregates and organizes AI coverage into a streamlined reading experience
slide generator
ambient educational slideshow generator for passive learning and always-on display setups
Vocabulary builder with TTS
French vocabulary study product that extracts advanced terms from books and supports TTS-based review
brightmind.space
AI-powered learning platform with interactive code execution and guided study flows
clipme
Kindle highlights manager with fuzzy search, labels, and lightweight knowledge organization
french emoji trainer
compact French learning experiment using emoji-based reverse recall training
dalf c2 grammar tests
comprehensive french grammar test collection for dalf c2 preparation with detailed explanations
samu.space
technical writing on AI systems, engineering practice, cloud architecture, and product development