Machine Learning & AI Researcher
Bridging theory and practice in machine learning with a focus on Computer vision and Representation learning.
Download CVchirag.garg.5293@gmail.com
I'm a B.Tech student at National Institute of Technology, Raipur, majoring in Computer Science and Engineering with a focus on machine learning theory, representation learning, and computer vision.
My work revolves around understanding the core principles of Computer vision and representation learning. With a strong background in mathematics, I aim to bridge theory and practice to create AI models that are both powerful and interpretable. My vision is to develop algorithms that not only push the boundaries of what's possible in AI but also ensure these advancements are practical and aligned with real-world challenges.
Bachelor of Technology in Computer Science and Engineering
2022-2026 | Raipur, India
CGPA: 8.23
Till 5th semester
Focusing on developing intelligent systems with an emphasis on machine learning theories and applications.
CiSTUP @ IISc Bengaluru | Bengaluru, India
ICLR 2025 Workshop
Authors: Alokendu Mazumder, Chirag Garg, Tirthajit Baruah, Punit Rathore
This work proposes a novel approach to deterministic autoencoders that maximizes information content without relying on variational methods.
IEEE Transactions on Artificial Intelligence
Authors: Alokendu Mazumder, Rishabh Sabharwal, Bhartendu Kumar, Manan Tayal, Chirag Garg, Punit Rathore
This research investigates the convergence properties of Adam optimizer with constant step sizes in non-convex optimization landscapes.
Advanced security system with dual verification integrating number plate recognition and face recognition.
Cutting-edge software for pothole detection, depth estimation, and 3D modeling for road maintenance.