Welcome to my GitHub profile! I am a passionate researcher and developer, specializing in Image Processing, Computer Vision, and Radio Astronomy. My journey spans across academia and industry, with a deep focus on applied mathematics, deep learning, and cosmology-inspired research.
- 🎓 PhD Student at Heriot-Watt University, Edinburgh, working on Physically Guided Deep Radio-Interferometric Image Reconstruction.
- 💼 Former Software Developer at TCS with expertise in frontend development (React JS) and backend (C#/.NET, SQL).
- 🏅 Holder of the James Watt Scholarship and several other academic honors.
- 📚 Academic background in Image Processing and Computer Vision (IPCV MSc), studying across Hungary, Spain, and France.
- 🌌 Passionate about astronomy, black hole imaging, and integrating physical models with AI.
- Languages: Python, MATLAB, C++, SQL
- Frameworks & Tools: TensorFlow, PyTorch, Astropy,
- Specializations:
- Image Reconstruction
- Deep Learning & AI for Scientific Research
- Astronomical Image Reconstruction: Using various deep learning methodologies to reconstruct astronomical images from noisy or sparse data.
- Black Hole Imaging: Exploring advanced imaging techniques to study black holes.
- Advanced techniques in radio astronomy and cosmology-inspired AI.
- Implicit Neural Networks
- 📫 Reach me at: [email protected]
- 🌐 Personal Website: subhamshome.com
Feel free to explore my repositories and collaborate on exciting projects. Let's build something amazing together! 🚀