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Sanjanavadari/README.md

Hi, I'm Sanjana Vadari πŸ‘‹

πŸŽ“ B.E. CSE (AI/ML), Chaitanya Bharathi Institute of Technology, Hyderabad β€” Class of 2027 (CGPA: 9.54) πŸ’Ό Software Developer Intern @ nDMatrix β€” Backend APIs, Azure, Node.js/TypeScript/MySQL πŸ”¬ Ex-AI Intern @ 8bit.ai β€” RAG chatbots, GPT-2 fine-tuning, Docker/Jenkins CI/CD πŸ“« sanjana.vadari@email.com | LinkedIn | LeetCode


πŸš€ Projects

TalentLens β€” AI-powered resume ranking platform combining semantic search (sentence-transformers + FAISS) and rule-based scoring, with full explainability breakdowns

DeepGuard β€” CNN+Transformer deepfake detection using EfficientNetV2, 92.2% accuracy, with Grad-CAM explainability

MedAlert β€” Real-time medical imaging alert pipeline on AWS Lambda/S3/API Gateway. πŸ† 1st place, NHETIS'25 (1278 participants)

FortiX β€” Random Forest-based fraud detection system for fintech, 91% accuracy

RAG Chatbot β€” PDF question-answering system built with FastAPI + ChromaDB


πŸ› οΈ Tech Stack

Python TypeScript Node.js AWS Azure PyTorch Docker


πŸ₯‹ Beyond Code

Taekwondo Black Belt (Dan 2, state/district competitor) Β· MUN Secretariat & Best Delegate Β· Chess tournament competitor

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  1. Deepfake-Detection Deepfake-Detection Public

    AI-powered deepfake detection system using EfficientNetV2 and Transformer-based feature learning, achieving 92.2% accuracy with Grad-CAM visualizations for explainable predictions.

    Python

  2. rag_chatbot_frontend rag_chatbot_frontend Public

    Frontend for an enterprise RAG chatbot built with Next.js and TypeScript, enabling semantic document search and AI-powered conversational retrieval.

    TypeScript

  3. Eightfold_ai Eightfold_ai Public

    Multi-source candidate data transformer built in TypeScript for the Eightfold AI internship assignment.

    TypeScript 1

  4. sleeppeddlers sleeppeddlers Public

    Forked from Sakshi281205/sleeppeddlers

    πŸ† 1st Place at NHETIS'25 Hackathon (1278 participants). Real-time medical imaging alert pipeline built using AWS Lambda, S3, and API Gateway for automated diagnostic notifications.

    Python

  5. talentlens talentlens Public

    An AI-powered candidate intelligence platform for semantic resume ranking, explainable candidate evaluation, and recruiter decision support.

    Python

  6. fortix-guard-engine fortix-guard-engine Public

    Forked from Jaykd33/fortix-guard-engine

    AI-powered fraud detection platform using FastAPI, React, TypeScript, PostgreSQL, and Random Forest. Achieved 91% accuracy on heterogeneous fintech transaction data.

    TypeScript