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PoornimaVaidya/README.md

πŸ™‹β€β™€οΈ About Me

Name     : Poornima Vaidya
Role     : AI Engineer | Data Engineer
Degree   : M.S. Computer Science @ WMU (GPA: 3.7)
Status   : Open to Full-time Opportunities
Location : United States
  • πŸ”­ Building RAG Pipelines and Agentic AI systems
  • πŸ† Reduced a 2-hour ETL pipeline to 10 minutes at IBM
  • πŸ€– Slashed underwriting review time from 10 hrs β†’ 5 mins using GPT-4
  • πŸ“– Published researcher in AI + VR Education (2026)
  • πŸ’¬ Ask me about LLMs, Data Engineering, MLOps, ETL
  • πŸ“« Reach me: poornimavaidya2910@gmail.com
  • ⚑ Fun fact: I mentored 3 engineers at IBM & increased deployment velocity by 30%!


πŸ’Ό Experience

🏒 Data Engineer β€” IBM (Mar 2020 – Oct 2023)

  • Engineered high-scale ETL pipelines managing 100K+ records across Oracle EBS suite for a 51,000+ employee global client
  • Containerized legacy systems using Docker & Python; reduced execution latency by 98% (2 hrs β†’ 10 mins)
  • Automated CI/CD pipelines using Git & Shell, boosting deployment velocity by 70%
  • Built anomaly detection system in Python reducing data errors by 60%
  • Mentored 3 associate engineers; recognized by IBM leadership for outstanding contribution

πŸ€– AI Engineer Intern β€” Novel Capital (May 2025 – Aug 2025)

  • Architected a RAG pipeline using LangChain, GPT-4 & PostgreSQL β€” slashed underwriting review from 10 hrs β†’ 5 mins
  • Built a full-stack AI chatbot in React & Python using NLP and NER to autonomously handle loan inquiries
  • Developed an "Agent Builder" app enabling 30+ stakeholders to deploy custom AI tools from project charters
  • Improved Power BI reporting accuracy by 40% across 100+ evaluations using automated data pipelines

πŸŽ“ Research Assistant β€” Western Michigan University (Aug 2025 – Jan 2026)

  • Co-authored published paper: Gamified Immersive Learning Experiences for Promoting AI Readiness across STEM Disciplines (2026)
  • Integrated real-time ML model behavior into Unity & C# VR systems, improving student engagement by 30%
  • Built ML models in Python (TensorFlow, PyTorch) for classification, predictive analytics and EDA

πŸ› οΈ Tech Arsenal

πŸ‘©β€πŸ’» Languages

Python SQL Go Java JavaScript Shell C++

☁️ Cloud & Data Platforms

Azure AWS Databricks Snowflake dbt Terraform

βš™οΈ Data Engineering

Apache Spark Kafka Airflow Docker Hadoop

πŸ€– AI / ML

TensorFlow PyTorch LangChain OpenCV

πŸ—„οΈ Databases & Visualization

PostgreSQL MongoDB Power BI Tableau


πŸš€ Featured Projects


🎭 Deepfake Detection 🏭 Data Warehousing
Xception + LSTM model achieving 95% accuracy Medallion Architecture, 60% less manual effort
Face extraction, augmentation, real vs manipulated classification Star schemas, automated ETL, 8+ Power BI dashboards
Python Β· TensorFlow Β· OpenCV Β· CNN Β· LSTM SQL Server Β· SSIS Β· Power BI Β· Star Schema

🌍 Open Source Contributions

πŸ›°οΈ NASA Open Science – Flood Watch: Maui Heavy Rainfall Analysis

Collaborated with a large team under NASA's open science initiative

  • πŸ“‘ Analyzed the 2024 Maui floods using NASA GPM IMERG and MODIS satellite data
  • πŸ—ΊοΈ Delivered flood-risk maps and animations for vulnerable communities and city planning
  • 🐍 Stack: Python Β· pandas Β· xarray Β· geopandas Β· rasterio Β· matplotlib Β· OpenStreetMap Β· U.S. Census Data

πŸŽ“ Education

Degree Institution Year Score
M.S. Computer Science Western Michigan University, Kalamazoo MI May 2026 GPA: 3.7/4.0
B.Tech Electronics & Telecommunications Dr. Babasaheb Ambedkar Marathwada University May 2019 GPA: 3.4/4.0

Relevant Coursework: Generative AI Β· Advanced Artificial Intelligence Β· Machine Learning Β· Pattern Recognition Β· Big Data Β· DBMS


πŸ… Certifications

  • βœ… Microsoft Certified: Azure Fundamentals (AZ-900)

Pinned Loading

  1. Data-Warehousing-Project Data-Warehousing-Project Public

    Data Warehousing Project

  2. Deepfake-Video-Detection Deepfake-Video-Detection Public

    This project aims to detect deepfake videos by using AI to analyze facial inconsistencies. By training models on real and fake content, the system classifies videos as authentic or manipulated, hel…

    Python

  3. Retinopathy_Debrecen Retinopathy_Debrecen Public

    Diabetic retinopathy is a leading cause of blindness among individuals with diabetes, and early detection via image classification can significantly improve patient outcomes. In this project, the R…

    Python

  4. Sentiment_Analysis_Model Sentiment_Analysis_Model Public

    A sentiment analysis classifier is a machine learning model designed to determine the sentiment expressed in a given piece of text. It typically classifies the sentiment as positive, negative, or n…

    Python