About

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    United States
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About me

Education

Experience

  • 2020 - 2021
    Bluemind Solutions Private Limited

    Data Scientist

    • Researched Machine Learning, Natural Language Processing (NLP) and created a predictive model to analyze and solve data classification problems in the company.
    • Performed data mining by manipulating and drawing insights from large unstructured datasets.
    • Developed end-to-end Machine Learning prototypes and scaled them to run in production environments. Manual time-consuming tasks were decreased by at least 40%.
    • Designed and worked on state-of-the-art Machine Learning algorithms: BERT-Transformers and LSTM (Long
    short-term memory) networks, and RNN to build a data classification model.
    • Assessed and improved the model\’s performance by interpreting outputs using Shapley values, achieving an increased accuracy of 93%.
    • Built interactive streamlit dashboards and integrated it with model\’s training and validation pipelines.
    • Deployed and managed docker container-based applications on AWS elastic container service.

  • 2018 - 2018
    BSQ Saanvi & CP Technology

    Machine Learning Intern

    • Led and steered a team of 5 to develop Machine Learning model that could predict whether a person is diagnosed with diabetes or not based on specific diagnostic measurements given in dataset.
    • Constructed Machine Learning pipeline, which involved data cleaning, pre-processing, model selection, hyperparameter tuning, and prediction generation.
    • Predictive modelling algorithms includes Support Vector Machines, K-Nearest Neighbors, Random Forest, and ensemble methods like XGBoost and AdaBoost.

Expertise

Machine learning
Deep learning
Statistical modelling and analysis
Data visualization
Natural language processing
Model deployment

Languages

English
Proficient

Skills