Featured Projects
🤖 AI Innovation
Advanced multi-spectral faint emission detection and color extraction tool for astronomical image analysis. Implements novel mathematical morphology algorithms for precise source detection.
AI-powered max-tree based source detection and parameter extraction software for astronomical image data processing. Features advanced background estimation and source deblending capabilities.
Novel decentralized generative adversarial network architecture exploring distributed AI training without central coordination. Enables collaborative learning across multiple nodes.
Comprehensive multi-spectral astronomical image simulator for validating source segmentation algorithms. Generates realistic synthetic data for algorithm testing and benchmarking.
A web application with PostgreSQL integration, providing RESTful API development capabilities and testing.
💡 Skills & Technologies
Core Languages: Python C++ C Go
ML Frameworks: PyTorch TensorFlow OpenCV Scikit-learn
Cloud & DevOps: Docker Kubernetes AWS/GCP CI/CD MLOps
Specialized: Mathematical Morphology Max-Tree Algorithms Astronomical Imaging Distributed Systems
Explore all my projects on GitHub