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TejeshwiniRS/README.md

πŸ‘©β€πŸ’» CS Grad Student Β· SDE Β· AI/ML Builder Β· Research Assistant

University of Minnesota, Twin Cities

LinkedIn GitHub Gmail


πŸ™‹β€β™€οΈ About Me

  • πŸŽ“ M.S. Computer Science @ University of Minnesota, Twin Cities (Graduating May 2027)
  • πŸ”¬ Medical Imaging Research Assistant @ UMN - Deep learning pipelines, Publishable work
  • πŸ’Ό 2.5 years as Software Development Engineer @ Infibeam Avenues, Bangalore
  • πŸ€– Built LLM, RAG, and multimodal AI systems in production, including a 2Γ— faster grammar correction model & a RAG chatbot with 30% better accuracy
  • πŸ“¦ Shipped scalable microservices, ETL pipelines, and search infrastructure serving millions of users
  • πŸ“„ 2Γ— Published in Springer (AITA 2024 & ICT4SD 2023) and presented at research conferences
  • πŸ” Actively seeking Summer 2026 Software Engineering Internships
  • πŸ‘― I’m looking to collaborate on projects related to AI/ML, and full-stack development.
  • πŸ•Ί Trained Bharathanatyam dancer & proud recipient of the Kalai Ilamani Award πŸ†

πŸ› οΈ Tech Stack

Languages

Python C++ Ruby JavaScript HTML/CSS

AI / ML & GenAI

PyTorch LangChain OpenAI scikit-learn NumPy Pandas LLMs NLP Deep Learning Generative AI OpenCV Vector DB

Frameworks & Tools

Ruby on Rails Vue.js AngularJS FastAPI Flask Docker Kubernetes

Databases & Search

Redis Elasticsearch ChromaDB SQL NoSQL

Cloud & Infra

AWS GCP Kafka


πŸš€ Highlights from My Work

Impact What I Built
2Γ— faster processing LLM training, quantization & GPU-optimized deployment for grammar correction on AWS EC2 G5
30% accuracy boost RAG chatbot with LangChain + ChromaDB vector store + LLM re-ranking
3Γ— seller adoption Microservices-based coupon management system - Owned full SDLC end to end
4,000 images/day Multimodal CLIP-based image filtration exposed via RESTful APIs on Kubernetes
40% reliability boost Kafka-driven Elasticsearch index management for Rediff Mail search infra
60% less memory spikes ETL pipeline for multilingual PDFs with Redis caching

πŸ“š Publications

  • πŸ“„ "Content-Based Tagging and Recommendation System for Tamil Songs" β€” Springer AITA 2024, Singapore
  • πŸ“„ "Real-Time Suppression of Non-stationary Noise for Web-Based Calling Applications" β€” Springer ICT4SD 2023, Singapore

πŸ“¬ Let's Connect!

I love talking Technology, Research, AI, or Bharathanatyam πŸ’ƒ
Always open to collaborations, internships, and interesting conversations!

LinkedIn

Pinned Loading

  1. Coordinated-Path-Planning-for-Emergency-Vehicles-using-Multi-Agent-Pathfinding Coordinated-Path-Planning-for-Emergency-Vehicles-using-Multi-Agent-Pathfinding Public

    Python

  2. crisis-connect crisis-connect Public

    AI-powered disaster response coordination platform built on Google Cloud Run and Gemini, using multi-agent orchestration (ADK) to ingest crisis data, match incidents with NGOs, generate AI summarie…

    Python 1

  3. MediMate-Smart_Medication_Tracking_App MediMate-Smart_Medication_Tracking_App Public

    Mobile-focused Vue.js web application that helps users manage medications, track doses, monitor inventory, and receive reminders, using Firebase for authentication and database storage. It combines…

    Vue

  4. ProdLens-LLM-Powered-Hybrid-Query-Engine-NL2SQL-RAG-for-Electronics-Data ProdLens-LLM-Powered-Hybrid-Query-Engine-NL2SQL-RAG-for-Electronics-Data Public

    Forked from dipan99/prodlens

    LLM-powered hybrid query system for consumer electronics data. It combines a PostgreSQL database for structured product specs and reviews with ChromaDB vector database for semantic retrieval. An LL…

    Jupyter Notebook

  5. Linguistically-aware-model-routing-for-financial-sentiment-analysis Linguistically-aware-model-routing-for-financial-sentiment-analysis Public

    The core problem is to design a deployment-aware financial sentiment classification framework that selectively routes inputs between fine-tuned small and large models to balance accuracy, latency, …

    Jupyter Notebook

  6. ClashPoint-Online-Debate-Platform ClashPoint-Online-Debate-Platform Public

    Forked from reshmaraoch/ClashPoint-Online-Debate-Platform

    An online debate platform where users can create, argue, and vote on clashes. It's a Flask-based debate platform with threaded discussions, voting system, communities, and TensorFlow.js toxicity de…

    HTML