Infrastructure / Security
nginx-defender
An enterprise-grade web application firewall and real-time threat detection system. Monitors nginx logs, detects brute force attacks and abusive IPs using ML-based anomaly detection, and automatically blocks offenders via iptables/ufw - with zero reliance on external services. Supports multi-channel alerting (Telegram, Slack, Email, Discord), Kubernetes deployment, and a real-time web dashboard. 72 GitHub stars.
Go, Docker, Kubernetes, iptables/nftables
GoDockerKubernetesiptablesSecurity
AI / Machine Learning
iLLuMinator 4.9B
A transformer-based language model trained from scratch at 4.9 billion parameters. Implements Grouped Query Attention, Rotary Position Embeddings, SwiGLU activations, and RMSNorm. Includes integrated RAG capabilities for intelligent Q&A, custom tokenizer, and multi-scale model configs (120M to 4.9B). Available on Hugging Face.
Python, PyTorch, Transformers, RAG, FAISS
PythonPyTorchTransformersLLMRAG
Robotics / Hardware
Robotic AI Arm
An AI-powered robotic arm controlled by electromyography (EMG) signals from MyoWare muscle sensors. Uses OpenCV to detect hand gestures and mirror them in real time. Recognizes individual users for personalized responses. Built on a Raspberry Pi 4 with MG-995 servo motors, custom PCB, and a 3D-printed arm structure.
Python, Raspberry Pi, OpenCV, EMG Sensors, RPi.GPIO
PythonRaspberry PiEMGOpenCVRobotics
Machine Learning / Sports Analytics
NHL Outcome Predictor
Predicts NHL game outcomes using custom ML and deep learning architectures. Features full data preprocessing pipelines, label encoding, feature scaling, model evaluation, and a custom neural network built for game prediction.
Python, Neural Networks, Scikit-learn
PythonMachine LearningNeural NetworksSports Analytics
Startup / Web
Vivirion
Senior Full Stack SWE and actively building Vivirion - a platform currently in active development.
Startup / Web
StartupWebProduct
AI / Biotech Startup
BioBuddy AI
Co-founder of BioBuddy AI, an organization building AI-powered tools for biology and health applications.
AI / Biotech Startup
AIBiotechStartup