Projects

Things I've built and things I'm building.

In Progress

Noteflow

macOS desktop app for AI-powered note-taking. Captures lectures, videos, PDFs, and handwritten notes with a local knowledge graph and Notion sync. User-led: AI assists, you write.

Electron
TypeScript
LangGraph
Whisper
Claude
ChromaDB
Active development

Completed

Hirestack

A scalable, serverless job aggregation platform that processes real-time data from multiple job boards and provides intelligent job recommendations.

Python
Django
Next.js
AWS Lambda
DynamoDB

Type

Full-Stack Web Application

Key Achievements

  • Reduced infrastructure costs by 40% through serverless architecture
  • ML-powered job matching with significant accuracy improvements

Details

  • Serverless architecture using AWS Lambda and API Gateway
  • Optimized DynamoDB schema for efficient querying
  • ML models for personalized job recommendations
  • Real-time aggregation from multiple job board APIs
RetailPulse

IoT-based people counter using computer vision for accurate real-time customer tracking in retail environments.

Python
OpenCV
FastAPI
Docker
PyTorch

Type

Computer Vision & IoT

Key Achievements

  • 95% accuracy in people counting
  • Provided insights leading to 15% increase in store efficiency

Details

  • Computer vision algorithms for accurate people counting
  • Real-time data processing pipeline using FastAPI
  • Responsive dashboard for visualizing foot traffic data
  • Containerized deployment with Docker
CryoCast

AI forecasting system that captures trends and extrapolates them with uncertainty quantification.

TensorFlow
PyTorch
Pandas
Streamlit

Type

AI/ML Application

Key Achievements

  • Improved forecast consistency vs standard time-series models
  • Modular architecture supporting multiple forecasting approaches

Details

  • ML framework for long-range forecasting with trend dynamics
  • Ensemble methods combining statistical and deep learning approaches
  • Visualization system for confidence intervals and probability distributions