Projects.

Thirteen repositories. Twelve have working demos.

AI evaluationActive prototype

Code Review Arena

A benchmark that checks the patch, not just the critique.

Code Review Arena scores bug detection and repair separately, then applies each patch and runs the required tests and validators.

My role
Independent project · product, benchmark design, backend, and dashboard
  • Python
  • FastAPI
  • Pydantic
  • Typer
  • Docker
Developer toolPublished on PyPI

DebugBrief

A debugging session becomes a clean engineering handoff.

DebugBrief records commands, exit codes, timestamps, and repository changes, then turns that event history into a pull-request, handoff, incident, or JSON report.

My role
Independent project · product, CLI, capture runtime, and release pipeline
  • Python
  • Typer
  • Rich
  • Pydantic
  • PyPI
Browser agentLocal prototype

Helm Browser Agent

A browser agent that checks whether the task is actually done.

Helm turns an instruction into a plan, runs one browser action at a time, and checks the page before it says the task is done.

My role
Independent project · agent runtime, browser engine, API, and interface
  • Python
  • FastAPI
  • WebSockets
  • Playwright
  • Pydantic

More projects

Additional projects.

Evaluation, data, browser tooling, and product prototypes.

Model evaluationExperimental

Contamination Checker

A local auditor for guided reproduction, calibrated Min-K%++, and canonical-order checks.

Built the local evaluation workflow, control calibration, uncertainty reporting, and shared report contract.

  • Python
  • PyTorch
  • Transformers
  • Gradio
Browser productCanvas prototype

Project Seoul

A browser project with a canonical protocol, Chromium integration work, and a runnable TypeScript canvas lab.

Defined the protocol boundary, source ownership model, Chromium integration patch, and design-lab workflow.

  • Chromium
  • C++
  • TypeScript
  • JSON Schema
Browser extensionBrowser-extension prototype

Prompt Budd

A Chrome extension, FastAPI service, and MCP server with deterministic PII detection and masking.

Built the extension, API, MCP server, and shared backend capabilities.

  • Chrome MV3
  • FastAPI
  • Python
  • MCP
Game prototypePhase 1 combat slice

Adaptide Reddit

A Reddit Devvit Web game built around one adaptive creature. The published slice covers Mirror Carapace combat and local run telemetry.

Built the Phaser combat loop, angular hit logic, touch controls, boss attacks, result states, and Devvit post shell.

  • Devvit Web
  • Phaser
  • TypeScript
  • Hono
  • Vite
RAG applicationAcademic · archived

AskRC

A Streamlit assistant for Northeastern Research Computing documentation, backed by Azure Search and a data pipeline.

Built the scraping, preprocessing, Azure indexing, retrieval flow, Streamlit app, Airflow orchestration, and evaluation hooks.

  • Streamlit
  • Azure Search
  • Airflow
  • DVC
  • MLflow
Data analysis APIAPI prototype

GenBI

A FastAPI service for asking plain-language questions over CSV, Excel, or JSON data. It returns a chart, table, or written answer.

Built the upload and query endpoints, session handling, query classifier, DataFrame processing, Plotly path, and table path.

  • FastAPI
  • LangChain
  • Plotly
  • Pandas
  • Firebase
Video workflowHistorical project

Visioncraft

A Next.js video builder for scripts, images, voiceover, captions, and Remotion output.

Built the creation flow, script and image stages, audio and caption handling, persistence, and video preview path.

  • Next.js
  • Remotion
  • Gemini
  • Replicate
  • Drizzle
Data pipeline prototypeSimulation prototype

Self-Healing Pipeline

A Flask and SQLite pipeline simulation with system metrics, Isolation Forest detection, five repair handlers, and a monitoring dashboard.

Built the metrics store, synthetic detector training, health monitor, five repair handlers, alert path, and dashboard API.

  • Flask
  • scikit-learn
  • Pandas
  • SQLite
  • Docker
Web applicationPrototype

Nimbus Weather Dashboard

A React and Flask weather dashboard with city search, geolocation, unit switching, and a five-day forecast.

Built the React state flow, recent-search storage, geolocation and units, Flask routes, and OpenWeatherMap client integration.

  • React
  • Flask
  • OpenWeatherMap
  • Axios
  • CSS