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AbhiRam162105/README.md

Yanampally Abhiram Reddy

Typing SVG


AI/ML Engineer | Research Intern

About Me

Integrated Post Graduate student in Information Technology at IIITM Gwalior, focusing on deep learning, medical image analysis, and natural language processing. Currently working on cutting-edge research in biomedical image processing and building AI-powered applications.

  • πŸŽ“ Pursuing Integrated PG in Information Technology at IIITM Gwalior (2022-2027)
  • πŸ”¬ Research Intern specializing in deep learning and medical image analysis
  • 🎨 Design Lead at Google Developer Student Clubs (GDSC)
  • πŸ“« Reach me at: [email protected]
  • 🌐 LinkedIn

Research Projects

πŸ₯ Deep Learning Framework for Doppler Angle Estimation

  • Developed low-complexity deep learning framework with XAI techniques
  • Achieved Dice score of 0.96 with various UNET architectures
  • Implemented polynomial regression with mean error of -3.2 degrees
  • Published at IEEE BIBM 2024

πŸ”€ High-Resource Translation

  • Novel English-to-Telugu translation using transfer learning
  • Integrated Flash attention and SentencePiece for efficiency
  • Accepted at IATMSI Conference 2025

Software Projects

πŸ›‘οΈ Anomaly Detection in Network Security

  • Built autoencoder and classifier model using PyTorch
  • Implemented SMOTE for handling imbalanced data
  • Real-time packet sniffing with Tshark integration
  • Read More

🌍 NER Location Detection

  • Developed NER model with 93% accuracy using spaCy
  • Specialized in processing social media content
  • Applied for emergency response automation
  • Read More

🏏 CricketGPT

  • RAG-based cricket chatbot using LangChain and FastAPI
  • 50% reduction in lookup times
  • Integrated Mixtral-22b for high-quality responses
  • View Project

πŸ“ Scribble - AI-powered Note-taking

  • Rich text editing with React.js and TipTap.js
  • Secure authentication using Appwrite
  • ChatGPT integration for smart features
  • Live Demo

πŸ‘₯ Autoencoder-Based Recommendation System

  • Processed 20 million ratings using PyTorch
  • 15% improvement in recommendation accuracy
  • Advanced collaborative filtering techniques
  • Read More

Technical Skills

Languages

Python, JavaScript, TypeScript, Go, Java, C, C++, SQL

Machine Learning & AI

PyTorch, TensorFlow, LangChain, SpaCy, NLTK, OpenCV, Matplotlib

Web Development

React.js, Node.js, Express.js, FastAPI, Flask, TailwindCSS

DevOps & Cloud

Docker, Kubernetes, AWS, Azure, MongoDB, PostgreSQL, ChromaDB, Appwrite

GitHub Stats

GitHub stats


Open to collaborations and research opportunities!
LinkedIn β€’ Email

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  1. Cricket_GPT Cricket_GPT Public

    This project demonstrates how to build a cricket-themed chatbot using LangChain for natural language understanding and FastAPI for creating a web API. The chatbot can answer questions related to cr…

    Jupyter Notebook 1

  2. NER_LOC_Detection NER_LOC_Detection Public

    A spaCy-based repository for building and deploying a custom Named Entity Recognition (NER) model to detect and classify location entities (LOC) in text. Features training scripts, sample data, and…

    Jupyter Notebook 1

  3. thanos thanos Public

    Forked from harsh-ps-2003/thanos

    Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

    Go

  4. Scribble-WinterProject/Scribble Scribble-WinterProject/Scribble Public

    Scribble is an AI powered note taking application that provide easy notetaking , AI bot to answer all your questions and a place to store all your study materials.

    JavaScript 1 3