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sowmya2006-s/README.md
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AI & Machine Learning Enthusiast

Passionate about building AI systems using Deep Learning, NLP, and LLMs

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About Me

I am specializing in Artificial Intelligence and Machine Learning, with a strong passion for building real-world AI applications in healthcare, automation, and intelligent systems.

Currently working on projects involving:

  • Deep Learning & Neural Networks
  • Natural Language Processing (NLP) & LLM Applications
  • AI Automation
  • Computer Vision

Technical Skills

Category Technologies
Languages Python C Java
Libraries & AI LangChain NLP LLMs Deep Learning
Tools & Frameworks GitHub n8n Streamlit Flask React
Databases MySQL PostgreSQL

Featured Projects

Project Name Description Repository
🧠 Multi-Stage Dementia Disease Detection System Designed a 3-stage dementia assessment workflow (Cognitive testing + memory evaluation + MRI classification). Built SWIN Transformer deep learning model to predict the dementia stage from brain MRI scans. View Repo
πŸ„ AI-Based Automated Animal Type Classification Developed an AI system for cattle vs buffalo classification. Implemented hierarchical breed classification using CNN + Transfer Learning. Includes preprocessing, augmentation, and model training. View Repo
πŸš† RailFlow – AI Driven Railway Booking System Built an AI-powered railway ticket booking platform. Integrated LLaMA-3.3-70B-Versatile to enable natural language train search and booking assistance. View Repo

πŸ† Achievements & Certifications

Achievements

  • πŸ₯‰ Math Expo 2025 – 3rd Prize: Built a tool capable of solving complex algebraic equations accurately.

Certifications

  • βœ” Oracle Certified AI Foundations: Focused on Artificial Intelligence, Machine Learning, Deep Learning, and AI Applications.

Get in touch

Always open to AI/ML internships, research collaborations, and innovative AI projects.

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