Resume

Pavan Badempet - Software Engineer and Architect

Data Engineer | Python, Spark, SQL, AWS | Building Scalable Data & Backend Systems | GenAI, ML & Cloud

Experience
11/2023 - Present
Data Engineer - Tata Consultancy Services
  • Nissan Data Platform: Developed secure data ingestion APIs using AWS Lambda, Boto3, and Snowflake for processing daily data requests.

  • Implemented test coverage for infrastructure using Pytest and Moto to prevent production bugs.

  • Nomura Capital: Worked on ETL pipelines with Apache Spark/SQL for financial data processing.

  • Optimized storage costs by migrating data to MinIO with Parquet partitioning and enabled query execution via Dremio.

03/2021 - 04/2021
Data Analytics Intern - TCS iON
  • Worked on an ensemble learning model for employee attrition prediction.

  • Deployed a FastAPI backend for real-time model inference.

09/2021 - 12/2021
AI Intern - FutureSkills Prime
  • Developed a Computer Vision model for cancer detection.

  • Deployed the solution to Azure App Service for model access.

Education
08/2019 - 09/2023
College: Guru Nanak Institutions Technical Campus

Degree: Bachelor of Technology - BTech
Major: Computer Science & Engineering
Grade: 8.2 (First Class with Distinction)
Relevant Coursework: Data Structures & Algorithms, Operating Systems, Computer Networks, Web Technologies, Object Oriented Programming, Database Management System, Software Engineering

Minor: Artificial Intelligence/ Machine Learning
Grade: 8.58 (First Class with Distinction)
Relevant Coursework: Deep Learning, Natural Language Processing, Foundations of Artificial Intelligence, Artificial Intelligence Applications
Languages
  • Python
  • Scala
  • Java
  • SQL
  • HTML
  • CSS
Frameworks
  • Apache Spark
  • FastAPI
  • Streamlit
Developer Tools
  • AWS
  • AutoSys
  • Docker
  • GitHub
Cloud & DevOps
  • pandas
  • NumPy
  • NLTK
  • Boto3
Projects
An AIO Healthcare System
Python, Streamlit, Machine Learning, GCP, Docker
  • Architected a multi-model healthcare platform achieving **87%+ accuracy** across liver, diabetes, and heart disease prediction models.
  • Engineered a Generative AI chatbot using OpenAI API to deliver personalized health insights to **1,000+ simulated users**.
  • Deployed a containerized (Docker) microservice architecture on GCP, ensuring **99.9% uptime** and scalability.
Movie Recommendation System
Python, Streamlit, Machine Learning, Azure, Docker
  • Built a content-based filtering engine using NLTK and Cosine Similarity, delivering recommendations with **85.3% relevance accuracy**.
  • Optimized API integration with TMDB to fetch metadata in **<2 seconds** for real-time user queries.
  • Deployed as a serverless microservice on Azure, handling auto-scaling for high traffic loads.
Honors & Awards
Prime Minister's Scholarship Scheme
Awarded for academic excellence duringstudies as part of the Prime Minister's Scholarship Scheme for the dependent wards of Ex-Servicemen.