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chathuranga-sudusinghe/README.md

Hi, I’m Chathuranga Sudusinghe

AI Systems Engineer focused on production-grade ML, MLOps, and decision-centric AI systems.

I build end-to-end AI solutions covering data pipelines, model development, deployment, monitoring, and cloud infrastructure.

Core Skills

  • Python, SQL
  • Machine Learning & Deep Learning
  • LLMs, RAG
  • Agentic AI
  • MLOps & CI/CD
  • FastAPI, Airflow, Kafka
  • AWS, Azure
  • Docker, Kubernetes, Terraform

Connect

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  1. ml-conversion-model-azure-deployment ml-conversion-model-azure-deployment Public

    A conversion prediction model trained using XGBoost and deployed as a production-ready FastAPI service.

    Jupyter Notebook 1

  2. mba-telehealth-analytics-decision-framework mba-telehealth-analytics-decision-framework Public

    MBA Research Project: Data-Driven Telehealth Marketing Optimization using Machine Learning

    Jupyter Notebook 1

  3. enterprise-aws-data-lakehouse-ml-system enterprise-aws-data-lakehouse-ml-system Public

    Production-grade end-to-end fraud/risk machine learning platform built on AWS

    Jupyter Notebook 1

  4. enterprise-decision-intelligence-platform-edip enterprise-decision-intelligence-platform-edip Public

    Enterprise Decision Intelligence Platform (EDIP): an AI-powered enterprise system for real-time data integration, predictive intelligence, RAG-driven insights, and decision-centric business analytics.

    Python 1