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Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLO

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Epik-Whale463/README.md

Rama Charan

AI & ML Engineer · Final Year @ VVIT · Building @ AI4Bharat, IIT Madras

LinkedIn LeetCode AWS Certified Email

What I'm building

RAG systems · Neural TTS · Distributed ML pipelines · CV inspection models — mostly at the intersection of production systems and ML.

Currently full-stack AI at AI4Bharat (IIT Madras), focused on low-resource Indian language tech.

Recent Projects

Project What it does Stack
Neural TTS Fine-tuned SpeechT5 for Telugu synthesis · 8.5K+ samples PyTorch · HuggingFace
HackRAG FastAPI RAG system with semantic search FastAPI · Qdrant · LangChain
Fraud Detection Distributed ML pipeline · 7M+ records GCP Dataproc · Spark · Kafka
Defect Detection YOLOv8 industrial surface inspection model PyTorch · OpenCV

Tech

ML / AI PyTorch TensorFlow HuggingFace scikit-learn

Backend FastAPI Django Python

Cloud & Data GCP AWS Docker Spark Kafka

Databases PostgreSQL MongoDB Qdrant

GitHub Stats

Rama Charan's GitHub stats    Top Languages

Highlights

  • 🏆 NPCI AI Quest — Finalist
  • 🚀 ISRO Hackathon 2025 — Top 140
  • ☁️ AWS Certified AI Practitioner

Pinned Loading

  1. ChatWithPdf ChatWithPdf Public

    Python

  2. College_Query_System College_Query_System Public

    ACCESS THE LIVE DEPLOYMENT HERE

    HTML

  3. GitManager GitManager Public

    My project for GitManager

    Shell

  4. retrieval-augmented-generation-for-Cancer-data retrieval-augmented-generation-for-Cancer-data Public

    A RAG model with cancer data awareness

    HTML