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cmahima/README.md

Mahima Chaudhary

MLOps & LLMOps | Machine Learning Architect

LinkedIn GitHub Google Scholar

About Me

I am a Machine Learning Architect with extensive experience in MLOps and LLMOps. My expertise lies in feature engineering and modeling, and I have contributed to projects across various sectors, including aviation, healthcare, insurance, and finance.

Research

  • ML Architecture for IoT
    Explored scalable machine learning architectures tailored for Internet of Things applications.

  • Brain Dynamics for Color Perception
    Investigated the neural mechanisms underlying color perception using advanced imaging techniques.

  • Sabotage Detection Using Deep Learning
    Developed deep learning models to detect sabotage activities in critical infrastructures.

Certifications

  • SnowPro Core Certification
    Nov 2024

  • GCP Professional Machine Learning Engineer
    Dec 2022

  • AWS Machine Learning Specialty
    May 2022

Skills

  • Programming Languages:
    Python, Java, JavaScript, SQL

  • Technologies & Frameworks:
    TensorFlow, PyTorch, Scikit-Learn, Keras, Flask, Angular, Docker, Kubernetes, Airflow

  • Data Processing & Analytics:
    PySpark, Spark SQL, Snowflake, Databricks, Tableau

  • Cloud Platforms:
    AWS, Azure, GCP

Contact

Popular repositories Loading

  1. cloud_computing cloud_computing Public

    Learnt about Membership Protocols, ACID properties, Key Value Stores

    C++ 1

  2. Comaprison_of_anomaly_detection_algorithms Comaprison_of_anomaly_detection_algorithms Public

    Compares various Anomaly detection algorithms on basis of AUC-ROC score and AP scores

    Jupyter Notebook 1 2

  3. book_recommender_system book_recommender_system Public

    This repository contains code for Book Recommendation System : Project https://www.kaggle.com/mahimachaudhary/book-recommendation-system

    Jupyter Notebook 1

  4. Watson Watson Public

    Recognising objects with the help of Watson's Visual Recognition Service

    Python

  5. Tensor Tensor Public

    Python

  6. Classifier Classifier Public

    Python