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manikrishna-m/README.md

Mani Mandepudi

Data Scientist (3+ years) building and shipping production ML, scalable data pipelines, and MLOps that deliver measurable impact.

🧰 Tech Stack & Skills

Languages & Databases
Python SQL PostgreSQL MySQL Neo4j

Machine Learning & AI
scikit-learn XGBoost TensorFlow PyTorch HuggingFace LangChain

Data Engineering & Big Data
PySpark Apache Airflow ETL

MLOps & DevOps
Docker MLflow GitHub Actions Git CI/CD

Cloud
Google Cloud AWS GCP Services

Visualization & Apps
Tableau Matplotlib Seaborn Plotly Streamlit

Ways of Working
Agile JIRA Pre-commit

🎓 Education

  • MSc Data Science — University of Leeds
  • BTech Computer Science — Gayatri Vidya Parishad College of Engineering

🪪 Certifications

Databricks Fundamentals • A/B Testing • Machine Learning with Python • Python • Apache Airflow • Infosys Certified Software Programmer • Vector Indexes & Unstructured Data • LLM Fundamentals • Problem Solving

🌱 Community

Active participant in local data science meetups; share learnings on Medium and internal tech talks.

📫 Contact

Pinned Loading

  1. Malaria-Transmission-Blocking-Drug Malaria-Transmission-Blocking-Drug Public

    This repository contains a PHIDDLI model pipeline for malaria dataset

    Python 3 2

  2. Classification-Project Classification-Project Public

    End to End implementation of Machine Learning Project

    Jupyter Notebook 1

  3. Image-Captioning Image-Captioning Public

    Encoder and Decoder, LSTM

    HTML 1

  4. Image-Classification Image-Classification Public

    MLP, CNN, AlexNet Model

    HTML 2

  5. address_extraction address_extraction Public

    In this project, addresses from documents are extracted using a BERT-based NER model.

    Jupyter Notebook

  6. claim_predictions claim_predictions Public

    End to End claim prediction projects using Python, MLOPS

    Jupyter Notebook