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AbhishekRS4/README.md

Hey there , I am Abhishek

๐Ÿ‘จโ€๐Ÿ’ป About Me

Artificial Intelligence | Machine Learning | Computer Vision | Data Science

  • I am from ๐Ÿ‡ฎ๐Ÿ‡ณ, an AI Engineer interested in working in the intersection of artificial intelligence, machine learning, computer vision, data science domains
  • ๐Ÿ‘จ๐Ÿฝโ€๐ŸŽ“ I am a growing Machine Learning (ML) Researcher / Engineer / Practitioner / Developer. I am a fast and life-long learning professional
  • ๐Ÿ“ง If you would like to contact me, you can reach me here - abhishek.r.satyanarayana.4@gmail.com

Portfolio and contact info

Email Badge Personal Website Badge CV Badge Hugging Face Spaces Linkedin Badge

๐Ÿ› ๏ธ Tech and Programming Language Skills

  • 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
  • Data manipulation - Numpy, Pandas, Scipy, Scikit-learn, Scikit-image
  • Data Visualization - Matplotlib, Seaborn
  • Machine Learning - PyTorch, Transformers, MLFlow, TensorRT, ONNX, Nvidia Dali
  • Computer Vision - OpenCV
  • Web frameworks - Streamlit, FastAPI
  • Earth observation - GeoPandas, Rasterio, XArray, RioXArray, Zarr
  • Distributed Computing - Dask, Ray
  • Version control (CI / CD) - Git, GitHub
  • Containerization / Orchestration - Docker, Kubernetes
  • Cloud Platforms - AWS, GCP
  • Miscellaneous tech - Linux, HuggingFace
  • Agentic AI tools - Kiro, Claude Code

python cpp c pytorch numpy pandas matplotlib scikit-learn docker opencv huggingface aws git linux streamlit mlflow

GitHub Streak

Top Langs

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  1. HTSM_Oil_Spill_Segmentation HTSM_Oil_Spill_Segmentation Public

    HTSM Masterwork

    Jupyter Notebook 19 3

  2. clearGraspPlus clearGraspPlus Public

    MSc AI Thesis work - Depth Estimation for transparent objects

    Jupyter Notebook 3 1

  3. RUG_Handwriting_Recognition RUG_Handwriting_Recognition Public

    Handwriting Recognition Project

    Jupyter Notebook 1 1

  4. ML_NY_Taxi ML_NY_Taxi Public

    An MLOps project using NY Taxi trips dataset deployed on AWS

    Python

  5. ML_SAR_Ships_Seg ML_SAR_Ships_Seg Public

    Ship segmentation in the images extracted from Synthetic Aperture Radar data with Torch DDP + Dali data pipeline with TFRecords + ONNX + TensorRT + AOT Inductor

    Python

  6. ML_RGB_BFP ML_RGB_BFP Public

    Ray Torch DDP training on large streaming building footprint dataset + Ray serve + Confluent Kafka streams serve

    Python 1