Projects.

12 repositories. 12 have working demos.

AI evaluationActive

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

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 agentPrototype

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
Model evaluationPrototype

Contamination Checker

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

My role
Built the local evaluation workflow, control calibration, uncertainty reporting, and shared report contract.
  • Python
  • PyTorch
  • Transformers
  • Gradio

Archive

Additional projects, kept available with their demos.

Browser product

Project Seoul

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

Browser extension

Prompt Budd

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

Game prototype

Adaptide Reddit

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

RAG application

AskRC

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

Data analysis API

GenBI

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

Video workflow

Visioncraft

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

Data pipeline prototype

Self-Healing Pipeline

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

Web application

Nimbus Weather Dashboard

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