GitHub - DhanushS-11/DhanushS-11 · GitHub
Skip to content

About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

0 watching

Forks

Latest commit

 

History

5 Commits

Folders and files

Repository files navigation

Hi there, I'm Dhanush Saravanan 👋

Computer Science Student · Deep Learning Enthusiast · Problem Solver


🧠 About Me

  • 🎓 Pursuing B.Tech in Computer Science at Kalasalingam Academy of Research and Education (2022–2026)
  • 🤖 Passionate about Deep Learning, AutoML, and AI-powered applications
  • 🐦 Built CNN models for real-world problems — from bird sound classification to cancer detection
  • 🏆 Hackathon competitor with wins at Track Tracer, WEBX, and experience at Intel AI Hackathon & G2-HackFest
  • 📍 Based in Karaikkudi, Tamil Nadu, India
  • 💬 Languages: English · Tamil · Hindi

🛠️ Tech Stack

Languages

Python Java JavaScript HTML5 CSS3

Frameworks & Libraries

TensorFlow Keras PyTorch OpenCV React Next.js Flask Streamlit

Tools & Databases

MySQL NumPy Ollama scikit-learn Matplotlib LangChain


🚀 Featured Projects

CNN model achieving 78.75% accuracy classifying 114 bird species from audio recordings using MFCC feature extraction — deployed via Streamlit for real-time predictions.

Python TensorFlow Keras OpenCV Streamlit


AutoML pipeline using Differentiable Architecture Search (DARTS) to design optimized CNN architectures that outperform ResNet baselines in accuracy and efficiency on the SIPaKMeD dataset.

Python PyTorch AutoML scikit-learn Matplotlib


Neural Architecture Search system classifying lung-colon cancer from histopathology images with 99.72% accuracy across 5 classes.

Python PyTorch NAS Deep Learning


🎵 Emotion-Based Music Recommendation System

Deep learning model that detects facial expressions in real time and curates a music playlist based on the user's detected emotion.

Python TensorFlow Keras OpenCV CNN


Conversational AI tool built with the Gemini API to assist parents of autistic children with empathetic, tailored guidance on therapy, communication, and sensory needs.

Python Gemini API Flask HTML/CSS/JavaScript


AI-powered failure prediction platform using BiLSTM neural networks with 97.4% accuracy and 6-hour failure forecasting via a live WebSocket-streaming dashboard.

Python BiLSTM WebSocket Deep Learning


🏆 Achievements

🥇 Track Tracer — 1st Place for designing and calibrating a line follower car
🥈 WEBX — 2nd Place for building a pet e-commerce website frontend
🏅 Intel AI National Hackathon — Showcased ML expertise under competitive conditions
⚡ G2-HackFest — Rapid problem-solving in an intense 24-hour hackathon

📊 GitHub Stats

GitHub Stats Top Languages


"Passionate about building scalable, efficient applications and solving real-world problems through clean, effective code."

⭐ If you find my work interesting, feel free to star a repo or connect with me!

About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors