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sai-kumar-dev/README.md

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Hi, I'm Sai Kumar Garlapati πŸ‘‹

AI Research β€’ Machine Learning β€’ Data Systems β€’ Scientific Computing

I build research-driven machine learning systems and real-world data pipelines, with a growing focus on scientific ML, environmental data, and intelligent decision systems.

πŸ“ Hyderabad, India
πŸ“§ sai.kumar.garlapati.cs@gmail.com

LinkedIn Portfolio Email


πŸ”¬ Current Work

AI Research Intern β€” NRSC (ISRO)
Working on Physics-Informed Neural Networks (PINNs) and large-scale environmental datasets.

Focus areas:

  • Scientific Machine Learning & Climate Data
  • High Performance Computing & GPU training
  • Data pipelines for long-term environmental datasets
  • Reproducible ML experimentation

🧠 Areas of Interest

Machine Learning β€’ Scientific ML β€’ Data Engineering β€’ NLP β€’ Computer Vision β€’ Quantum ML

I enjoy building end-to-end systems β€” from raw data β†’ models β†’ real-world workflows.


πŸš€ Featured Projects

πŸ›°οΈ WRIS Environmental Data Pipeline & Dashboard

End-to-end pipeline for continuous ingestion, SQL analytics and visualization of long-term environmental datasets.
πŸ”— https://github.com/sai-kumar-dev/wris-data-analytics-dashboard

🏦 Credit Risk ML Benchmark

End-to-end ML benchmark on 270k+ lending records
Model comparison β€’ Cost-sensitive modeling β€’ Explainable AI (SHAP)
πŸ”— https://github.com/sai-kumar-dev/credit-risk-ml-benchmark


πŸ“° Crowd-Verified News Detection

Research project exploring fake news detection and trust-based credibility systems.
πŸ”— https://github.com/sai-kumar-dev/crowd-verified-news-detection


πŸ“Š Financial Data ETL Pipeline

Automated Excel β†’ PostgreSQL ingestion pipeline simulating real data engineering workflows.
πŸ”— https://github.com/sai-kumar-dev/financial-data-etl-pipeline


πŸ€– AI Customer Support Chatbot

Enterprise-style chatbot with role-based access and modular NLP workflows.
πŸ”— https://github.com/sai-kumar-dev/ai-customer-support-chatbot


🌱 EcoVision

Computer vision project for sustainability and smart waste classification.
πŸ”— https://github.com/sai-kumar-dev/eco-vision


πŸšͺ Arduino Smart Door Automation

Embedded IoT system using sensors and servo control for automatic door operation.
πŸ”— https://github.com/sai-kumar-dev/arduino-smart-door


🍳 Smart Recipe Finder

Modern React web app for recipe discovery.
πŸ”— https://github.com/sai-kumar-dev/smart-recipe-finder


πŸ’Ό Experience Snapshot

AI Research Intern β€” NRSC (ISRO)
Scientific ML, climate datasets, HPC/GPU workflows.

AI & Software Engineering Intern β€” Infosys Springboard
Enterprise chatbot with RBAC and modular AI pipelines.

AI & ML Intern β€” FinTech (UpToSkills)
ETL pipelines and analytics-ready data workflows.

IoT Automation Intern β€” Nuclear Fuel Complex (Govt. of India)
Industrial automation using Arduino and embedded systems.


πŸ› οΈ Tech Stack

Languages: Python β€’ SQL β€’ Java β€’ C β€’ Bash β€’ JavaScript

AI/ML: PyTorch β€’ TensorFlow β€’ Scikit-learn β€’ Transformers β€’ SHAP β€’ XGBoost β€’ OpenCV

Scientific Computing: NumPy β€’ SciPy β€’ Pandas β€’ Matplotlib β€’ Plotly

Data & Backend: PostgreSQL β€’ MongoDB β€’ FastAPI β€’ Flask β€’ Streamlit β€’ ETL Pipelines

Cloud & Tools: Docker β€’ Linux β€’ Git β€’ Google Cloud β€’ Microsoft Azure β€’ Jupyter

Quantum Computing: Qiskit


πŸ“š Currently Exploring

β€’ Physics-Informed Neural Networks
β€’ Scientific Machine Learning
β€’ MLOps & Deployment
β€’ Quantum Machine Learning


πŸ“Š GitHub Stats


🐍 Contribution Snake

snake gif


πŸŽ“ Certifications

Oracle AI Foundations β€’ Google AI Essentials β€’ ISRO Geodata Processing
Harvard CS50 Python & SQL β€’ Google IT Automation β€’ Azure AI β€’ Quantum Computing Fundamentals


⭐ Building in public and learning every day.

Pinned Loading

  1. ai-customer-support-chatbot ai-customer-support-chatbot Public

    AI-powered company chatbot for answering FAQs, support queries, and business information.

    Python 1

  2. arduino-smart-door arduino-smart-door Public

    Arduino-based smart door automation system using sensors and servo control for contactless access.

    HTML 1

  3. Credit-Risk-ML-Benchmark Credit-Risk-ML-Benchmark Public

    End-to-end machine learning benchmark for loan default prediction with explainable AI and cost-sensitive modeling.

    Jupyter Notebook 1

  4. Eco-Vision Eco-Vision Public

    AI-powered sustainability project using computer vision to support environmental awareness and smart waste management.

    Python 1

  5. financial-data-etl-pipeline financial-data-etl-pipeline Public

    Python ETL pipeline for ingesting financial Excel data into PostgreSQL (Supabase).

    Python 1

  6. wris-hydrological-data-platform wris-hydrological-data-platform Public

    Automated WRIS river discharge data platform with API, dashboard and LLM analytics

    Python 1