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dinabandhu50/README.md

Hi there my name is Dinabandhu Behera 🙌

Hello everyone I am Dinabandhu, data scientist and a curious engineer. I have worked on many Machine Learning based proof of concepts, Data Science research in healthcare domain previously, and currently I am working on end-to-end software development of machine learning based applications. I am looking forward to become an expert in Data Science and MLOps.

Experiance

  • 🤖 Full Stack Data Scientist at Zenon Analytics (Oct 2022 - present)
  • 🤖 Data Scientist at AIRA MATRIX (Nov 2020 - Sept 2022)
  • 🤖 Machine Learning Engineer at Virtusa (Aug 2018 - Aug 2020)

Technologies

  • 🌟 ML libraries : Pytorch, Huggingface, pytorch_geometric, scikit-learn, xgboost, catboost
  • 🌟 optimization : optuna, hyperopt
  • 🌟 web : Django (mainly), fastAPI Streamlit

Education

  • 🎓 M.Tech in Biomedical Engineering from IIT Bombay
  • 🎓 B.Tech in Electronics and Electrical Engineering from IIT Guwahati

Contact

GIthub

  • 😄 Pronouns: ... Deen Bandhu
  • 🔭 I’m currently working on ... learning ML with kaggle
  • 🌱 I’m currently learning ... MLOps
  • 🤔 I’m looking for help with ... django backend dev
  • 💬 Ask me about ... Data Science
  • ⚡ Fun fact: ... Btw, I use Arch 😝

Pinned

  1. credit-lead-prediction credit-lead-prediction Public

    Binary classification problem for credit lead prediction. Used XGBoost, RandomForest and CatBoost model for prediction. Optimized hyperparameter using optuna.

    Jupyter Notebook

  2. PROJECT_tox21 PROJECT_tox21 Public

    Multi-label classification problem.

    Jupyter Notebook

  3. FREQUENT_OPIATE_PRESCRIBER FREQUENT_OPIATE_PRESCRIBER Public

    End-to-end binary classification problem to predict frequent opiate prescriber. A nice project structure, which involved scikit-learn pipeline, flask api, pypi packaging and many more.

    Jupyter Notebook 2 1

  4. ecrl/padelpy ecrl/padelpy Public

    A Python wrapper for PaDEL-Descriptor software

    Python 166 32

  5. histo-cancer-image-classification histo-cancer-image-classification Public

    This is the binary image classification of histopathologic cancer detection dataset.

    Jupyter Notebook

  6. TPGSJan2022 TPGSJan2022 Public

    Kaggle tabular playground series Jan 2022

    Jupyter Notebook