aryan = {
"name" : "Aryan Rahate",
"alias" : "rnrahate",
"college" : "GHRCE, Nagpur — IT Engineering",
"focus" : ["Machine Learning", "Deep Learning", "AI for Social Good"],
"languages" : ["Python", "C", "C++", "JavaScript"],
"stack" : ["TensorFlow", "Scikit-learn", "Streamlit", "React.js", "Docker"],
"interests" : ["AI Accessibility", "Environmental AI", "Predictive Analytics"],
"motto" : "Build things that matter. HAPPY CODING!! 🚀"
}- 🎓 IT Engineering Student at GHRCE, Nagpur
- 🤖 Passionate about applying ML & DL to real-world problems
- ♿ Building AI for accessibility — sign language, inclusive tech
- 🌿 Creating AI for environmental impact — EcoGuard AI
- 🏆 National hackathon participant — SIH & SAE Aerothon
- 🐳 Containerising ML apps with Docker
- 📊 DSA Enthusiast | Data Analyst | Frontend Dev (React.js)
AI-powered dashboard to predict customer churn probability in real time
- 🧠 TensorFlow ANN trained on 10 customer behaviour features
- 📊 Interactive Plotly dashboard — Gauge, Bar, Donut charts
- 🎯 3-tier risk classification — Low / Moderate / High with color-coded UI
- ⚙️ Full preprocessing pipeline — LabelEncoder, OneHotEncoder, StandardScaler
- 🐳 Dockerised and production-ready with health checks
Environmental intelligence platform powered by AI
- 🌍 AI-driven solution for environmental monitoring and analysis
- 🤖 Leverages machine learning for eco-impact prediction
- 📡 Real-time data analysis for environmental decision-making
- 🌱 Built to support sustainability and climate awareness
Making communication accessible — translating finger gestures to alphabets using AI
- 🤲 Interprets binary finger gestures and maps them to alphabets
- 📷 Real-time webcam-based gesture recognition using OpenCV
- ♿ Designed for accessibility — bridging communication gaps
- 🧠 Deep learning model for robust gesture classification
| 🏅 Achievement | 📌 Details |
|---|---|
| 🥇 SIH Participant | Smart India Hackathon — national-level innovation challenge |
| Aerospace engineering hackathon participant | |
| ♿ Accessibility AI | Binary Sign Language interpreter for inclusive communication |
| 🌿 Environmental AI | EcoGuard AI — leveraging ML for eco-impact analysis |
| 🐳 Docker Certified | Production ML apps containerised and deployed on Docker Hub |
| 📈 Predictive Analytics | End-to-end churn prediction with TF ANN + Streamlit dashboard |
Production-ready containerised ML applications — available to pull and deploy instantly.
| Platform | Link |
|---|---|
| linkedin.com/in/aryan-rahate | |
| 🐙 GitHub | github.com/rnrahate |
| 🐳 Docker Hub | hub.docker.com/u/rnrahate |
| instagram.com/rnrahate_007 |
Always open to collaborating on ML, AI, and impactful tech projects.