GeoInt | Earth Observation | Remote Sensing Image Analysis | Machine Learning | Computer Vision
- I am from 🇮🇳, an AI Engineer working currently in the intersection of machine learning, computer vision, remote sensing image analysis, and geospatial domains for earth observation
- 👨🏽🎓 I am a growing Machine Learning (ML) Researcher / Engineer / Practitioner / Developer. I am a fast and life-long learning professional
- 📧 If you would like to contact me, you can reach me here - abhishek.r.satyanarayana.4@gmail.com
- Core skills - Computer Vision Algorithms, Machine Learning and Deep Learning Algorithms, MLOps, Model Optimization, Inference and Evaluation, Embedded / Edge ML, Containerization and Model Deployment, Data Pipelines, Data Science
- Programming languages - Python, C++, C
- Basic data science - Numpy, Pandas, Scipy, Scikit-learn, Scikit-image
- Data Visualization - Matplotlib, Seaborn
- Machine Learning - PyTorch, MLFlow, TensorRT
- Computer Vision - OpenCV
- Web frameworks - Streamlit, FastAPI, Flask
- Remote sensing image analysis - MultiSpectral Imagery, SAR Imagery
- Earth observation - GeoPandas, Rasterio, XArray, RioXArray, Zarr
- Version control (CI / CD) - Git, GitHub, GitLab
- Miscellaneous tech - Linux, Docker, Kubernetes, HuggingFace, Microsoft Azure, AWS
- ML on embedded computing hardware / edge devices - Nvidia Jetson, Nvidia Xavier
