Shubham Agrawal
@shubhamagrawal
Research Intern at Inria France
Delhi, India
Shubham Agrawal is an AI enthusiast with over three years of professional experience and a Master’s in Artificial Intelligence from IIIT Delhi. He is driven by innovation and complex problem-solving, with specialized expertise in Federated Learning, Reinforcement Learning, and Deep Learning. Shubham has a proven track record in both academic research and practical machine learning applications.
Experience
Research Assistant
Distributed Computing and Learning Lab, IIIT Delhi
Leading the development of the FEDGMM project for causal parameter estimation in federated learning. Proposed the FEDGMM algorithm based on a variational reformulation of the GMM. Also worked on constrained neural architecture search in federated learning for resource-constrained edge nodes.
Research Intern
Inria France and Distributed Computing and Learning Lab, IIIT Delhi
Developed a strategic framework in federated learning to enhance global model convergence and performance in IoT systems with heterogeneous communication capabilities. Formulated and implemented a method for client group structuring and activation in cyclic patterns. Conducted extensive performance validation, showing a 10% improvement in image classification accuracy.
Machine Learning (Freelance)
Freelance
Engineered a live face spoof detection system to authenticate students at a NEET coaching institute. Developed an AI-driven tool for Feel24, Norway, to analyze gym exercises with high accuracy. Designed an interactive chatbot for medical diagnosis and history collection.
Machine Learning Engineer
e-Zest Solutions
Spearheaded the development of object detection and document parsing systems for Portuguese handwritten insurance claims. Collaborated with the WHO to develop a COVID-19 trend monitoring system across 182 countries. Initiated an in-house chatbot for attendance tracking through facial recognition.
Education
Indraprastha Institute of Information Technology, Delhi (IIIT Delhi)
Master’s
Artificial Intelligence
Shri Shankaracharya Technical Campus, Junwani, Bhilai
B.E.
Information Technology