Autonomous Multi-Agent PR Review Engine. Automated code review system for GitHub pull requests. It extracts abstract syntax trees (ASTs), runs hybrid DiskANN vector search over the repository dependency graph, and runs specialized verification agents to flag race conditions, security vulnerabilities, and logic flaws before merge.

⚡ Sub-150ms Retrieval · 🤖 Cyclic LangGraph State Machine · 📊 DiskANN Reciprocal Rank Fusion · 🔒 AST Security Gate

⚡ Live Demo ↗ • 📁 GitHub Repository ↗ • 📄 Technical Report ↗

Developer Monorepo for Autonomous AI Agents. Collection of developer tools and deterministic frameworks for autonomous agents. Includes the Anchor 5-gate verification pipeline, a multi-agent deliberation CLI, and standard Model Context Protocol (MCP) server integrations for local tool execution.

🛡️ Anchor 5-Gate Orchestration · 🔌 MCP Tool Server Suite · ⚖️ Deliberation Council CLI · 📚 GitHub Pages Documentation

📚 Documentation Site ↗ • 📁 GitHub Repository ↗ • 🎓 Citation CFF ↗

Lightweight Personal AI Assistant Framework. Connects LLMs to local MCP tools with persistent conversational memory across Telegram, Discord, and Slack in under 4,000 lines of readable Python. Features SQLite session storage and asynchronous tool execution.

💬 Multi-Channel Dispatch · 🧠 Persistent SQLite Context · ⚡ 4k LOC Auditable Architecture · 🔌 Pluggable MCP Client

📁 GitHub Repository ↗ • 📊 Benchmark Suite ↗ • 🏛️ Architecture ↗

Voice-to-Form Clinical Visit Entry System. Transcribes medical conversations into structured clinical encounter records using Gnani Prisma and Timbre ASR models. Prompts healthcare staff with targeted clarification questions whenever drug names, dosages, or instructions are ambiguous.

🎙️ Medical ASR Pipeline · ❓ Selective Clarification Loops · 📋 Clinical Form Synthesis · 🐳 Docker Containerized

📁 GitHub Repository ↗ • 🔬 Speech Pipeline ↗

Semiconductor Wafer Anomaly Detection & MLOps Pipeline. End-to-end machine learning system for semiconductor defect classification. Implements automated validation gates, reproducible pipeline stages with DVC, and metric tracking across model iterations to catch wafer defects early.

🏭 Semiconductor Yield Protection · 🔄 DVC Version Control · 📈 Automated Metric Tracking · ⚙️ Production Makefile Target Matrix

📁 GitHub Repository ↗ • 🔄 DVC Lifecycle ↗ • 🎓 Citation CFF ↗

Computer Vision Attendance System with Anti-Spoofing. Real-time facial recognition service with active liveness verification. Analyzes facial micro-movements to reject printed photo attacks and screen replays in institutional attendance workflows.

🛡️ Anti-Spoofing Liveness Verification · 👁️ Deep Metric Facial Embedding · 🐳 Containerized Microservice

📁 GitHub Repository ↗ • 🏛️ Architecture Flow ↗

On-Device Mobile OCR Application. Cross-platform Flutter app that extracts structured text from camera photos and saved images. Runs 100% locally using Google ML Kit on Android and iOS with zero cloud network calls and instant text sharing.

🔒 100% On-Device Zero Cloud · ⚡ Real-Time ML Kit Inference · 📱 Responsive Flutter Architecture

📁 GitHub Repository ↗ • ✨ Feature Matrix ↗

Automated Network Reconnaissance Tool. High-speed Bash orchestration script wrapping Nmap for network host discovery, port audits, service versioning, and operating system detection. Exports cleanly formatted, timestamped logs for penetration testing audits.

🔍 Automated Port Auditing · 🛡️ Service & OS Fingerprinting · 📜 Structured Audit Artifacts

📁 GitHub Repository ↗ • 🛠️ Quickstart ↗

LangGraph Cyclic State Graphs · Model Context Protocol (MCP) · LangChain · DiskANN Reciprocal Rank Fusion (RRF) · Multi-Agent Deliberation CLI · Retrieval-Augmented Generation (RAG) · LiteLLM Unified Routing · Prompt Engineering & Context Economics

PyTorch · Scikit-Learn · DVC (Data Version Control) Pipeline Tracking · SHAP Interpretability & Feature Attribution · OpenCV Computer Vision · Biosignal Telemetry · Sensor Fusion Human Activity Recognition (HAR) · Time-Series Regression

Python 3.12 · FastAPI Asynchronous Web Framework · PostgreSQL Relational Databases · SQLite Embedded Storage · Redis In-Memory Cache · Docker Containerization · Bash Shell Automation · Linux Microservices · GitHub Actions Automated CI/CD

Flutter Cross-Platform Development · Dart · Next.js 15 App Router · React 19 · TypeScript · Tailwind CSS · On-Device Google ML Kit · Responsive Glassmorphism Mobile-First Design

• 📈 Salary of Data Professions Dataset ↗: Global compensation benchmark on Hugging Face tracking salary distributions, experience levels, and skills across data science, machine learning, and analytics roles.
• 🧬 SaYoPillow Physiological Sleep Stress Classification ↗: 5-class sleep biosignal classifier analyzing physiological indicators (respiration rate, body temperature, limb movement) with SHAP feature attribution.
• 💊 Clinical Drug Efficacy Prediction ↗: Supervised machine learning model estimating therapeutic response and patient drug efficacy from clinical test indicators.
• 🏃 Sensor-Based Human Activity Recognition (HAR) ↗: Multi-class classification pipeline identifying physical movement patterns using accelerometer and gyroscope sensor telemetry.
• 🧪 Interactive Spaces on Hugging Face ↗: Live web demos and interactive machine learning models hosted on Hugging Face Spaces.
• 🏆 Kaggle Notebooks & Datasets ↗: Reproducible data science notebooks, exploratory data analysis, and feature engineering benchmarks.