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Anmol- IIT Ropar
PhD Researcher · Artificial Intelligence
PhD Researcher · Artificial Intelligence
🎓 PhD Researcher in the Department of Artificial Intelligence and Data Science, IIT Ropar, working at the intersection of AI, Data Science, and Computer Vision • 👁️🗨️ Research focus on enabling machines to perceive, understand, and reason from visual data using advanced deep learning techniques • 🧠 Actively exploring Computer Vision domains, including: ▸ Low-Light Image Enhancement & Image Restoration ▸ Representation Learning & Feature Embeddings ▸ Self-Supervised and Contrastive Learning ▸ Vision Transformers (ViTs) and Hybrid CNN-Transformer Models ▸ Multimodal Learning (Vision + Language) ▸ Efficient and Lightweight Models for Real-World Deployment • 📐 Interested in combining mathematical modeling, tensor representations, and optimization techniques to build robust and generalizable AI systems • 🛠️ Hands-on experience with: ▸ Python, TensorFlow, PyTorch ▸ OpenCV, NumPy, SciPy ▸ Model training, evaluation, and deployment pipelines • 🔬 Passionate about research-driven development, reproducibility, and open-source contributions • 🌍 Long-term goal: To contribute to cutting-edge research in Computer Vision, Trustworthy AI, and next-generation intelligent systems, while collaborating with academia and industry to solve real-world challenges
Deep learning framework for enhancing low-light images using real-world datasets and CNN-based architectures.
Optimized CNN-based object classification pipeline focused on accuracy and inference efficiency.
Email: anmol.25aiz0008@iitrpr.ac.in
LinkedIn: https://www.linkedin.com/in/anmolprince302/