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RudraTyagi1135/README.md

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ML Engineering • MLOps • Cloud AI Systems

Building deployment-oriented machine learning systems, analytics platforms, and cloud-native AI workflows using Python, FastAPI, Docker, and AWS.


Core Stack


Featured Engineering Projects

AutoCare (Private)

Explainable clinical AI system for multi-disease risk prediction using modular ML pipelines, SHAP explainability, FastAPI services, and cloud-oriented deployment workflows.

Phishing Detection MLOps System

Production-oriented phishing detection pipeline built using FastAPI, MLflow, Docker, MongoDB, and automated ML workflow components.

Real Estate Intelligence Platform

End-to-end analytics and recommendation platform for Gurgaon real estate using ML pipelines, Streamlit dashboards, recommendation systems, and feature-engineered workflows.

AWS RDS ETL Pipeline Analytics

Cloud-oriented ETL and analytics workflow integrating AWS RDS pipelines, structured data processing, and analytics engineering practices.

Flight Analytics System

Interactive SQL + Streamlit analytics platform for airline data exploration, visualization, and business intelligence workflows.

India Geo Analytics Dashboard

Interactive analytics dashboard for geographic and regional data visualization using Python analytics and dashboard engineering workflows.


Current Focus

ML Systems Engineering • FastAPI Services • MLOps Workflows • Analytics Engineering • Cloud-Native AI Applications


Connect

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  1. phising-detection-mlops-system phising-detection-mlops-system Public

    Python 1

  2. real-estate-intelligence-platform real-estate-intelligence-platform Public

    Jupyter Notebook 1

  3. flight-analytics-system flight-analytics-system Public

    Python 1

  4. aws-rds-etl-pipeline aws-rds-etl-pipeline Public

    Jupyter Notebook 1

  5. India-geo-analytics-dashboard India-geo-analytics-dashboard Public

    Python 1

  6. startup-analytics-system startup-analytics-system Public

    Jupyter Notebook 1