Arpan Pramanik | AI/ML Enthusiast | Full-Stack Developer
🎓 B.Tech CSE (AIML) @ The Neotia University | 📍 West Bengal, India
- 🤖 AI/ML: Building intelligent systems with TensorFlow, Keras & PyTorch
- 🌐 Full-Stack: Creating seamless experiences with MERN stack
- 👁️ Computer Vision: Developing CNN models for real-world applications
- ☁️ Cloud & DevOps: Deploying scalable solutions on AWS, Render & Railway
- 🔌 APIs: Designing robust RESTful services with Node.js & FastAPI
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Authors: Shibdas Dutta, Subhrendu Guha Neogi, Diya Chanda, Arpan Pramanik, Özgün Girgin, Enes Ladin Öncül
DOI: 10.1109/ICRITO66076.2025.11241706
A multi-task deep learning framework for simultaneous fruit classification and quality assessment using multi-headed CNN. Achieves 98% fruit classification and 99% quality detection accuracy with Grad-CAM interpretability, deployed via Streamlit.
📄 Paper 2: CropSense: Explainable Deep Learning Framework for Accurate Quality Detection in Solanaceous Crops
Authors: Shibdas Dutta, Subhrendu Guha Neogi, Shiladitya Chowdhury, Vikrant Chole, Arpan Pramanik, Diya Chanda
DOI: 10.1109/ICRITO66076.2025.11241535
Lightweight multi-headed CNN for potato and tomato quality classification. Achieves 99.9% crop classification and 98.5% quality detection accuracy with Grad-CAM visualizations, deployed via Streamlit for real-time precision agriculture.
| Domain | Skills |
|---|---|
| Machine Learning | Supervised/Unsupervised Learning, Feature Engineering, Model Optimization |
| Deep Learning | CNNs, Transfer Learning, Grad-CAM, Image Classification, Computer Vision |
| Web Development | MERN Stack, RESTful APIs, Authentication, Admin Dashboards |
| Database Management | MongoDB, PostgreSQL, MySQL, Schema Design, Query Optimization |
| Cloud & DevOps | AWS, Railway, Render, Vercel, Docker, Git/GitHub |
| Data Science | EDA, Data Visualization, Statistical Analysis, Pandas, NumPy |
| Achievement | Description |
|---|---|
| ✨ 15+ Machine Learning Projects | 🚀 10+ Production Deployments |
| 🎯 99.9% Model Accuracy Achieved | 💻 Full-Stack Development Expertise |
| 📊 Advanced Data Analysis Skills | ☁️ Cloud Deployment Experience |
| 🔬 Research Publication Ready | 🌐 RESTful API Development |
💼 Open to Opportunities: Internships, Collaborations, Freelance Projects
📧 Email: pramanikarpan089@gmail.com
🔗 LinkedIn: Arpan Pramanik
🌐 Portfolio: Live Portfolio
⚡ "Code is like humor. When you have to explain it, it's bad." – Cory House
If you find my work interesting, consider giving a ⭐ to my repositories!