Mukul Gupta
SDE@ Krutrim | ML Researcher @ HydroSense Lab | IIT Delhi ’26 | Ex-WorldQuant
Delhi
1+ year of work experience
Jun 20265 moPresent
Bengaluru
Aug 20252 mosSep 2025
New Delhi, Delhi, India
May 20254 mosAug 2025
Delhi, India
I have joined the WorldQuant team as Quantitative Research Consultant. 🎉 ✨
International Quant Championship (IQC): Achieved Rank 29 globally and Rank 4 nationally in Round 1
Mar 20256 mosAug 2025
New Delhi
▪ Working on GeoFM (Geospatial Foundation Model) development for global-scale geospatial intelligence and disaster mitigation.
▪ Conducted model selection among ResNet-18/50 (CNN), ViT-S, SWIN Small, MaxViT (ViT-based), based on trade-offs between performance and computational efficiency.
▪ Integrated self-supervised learning (SSL) approaches like DINO, MOCO, MAE, tailored for ViTs and CNNs to enhance foundation model representation.
▪ Utilized model soups (weight averaging across models) and experimented with hybrid extractors combining multiple feature pathways.
▪ Achieved 97.53% Top-1 Accuracy on EuroSAT classification task; tracked training progress via TensorBoard.
▪ Gained practical exposure to contrastive learning, SSL, model quantization, feature extractors, and remote sensing data handling.
Jan 20244 mosApr 2024
Delhi, India
Aug 202310 mosMay 2024
New Delhi, Delhi, India
ECONOMICS CLUB
IIT DELHI
The primary challenge faced by a technical institute, at a time when there is an increased inclination for people to move towards entrepreneurship, is the lack of access to financial knowledge, which is a prerequisite to implement ideas. Economics club, by the virtue of dealing with subjects like economics and finance, is in the best position to address this issue.
Mukul’s AI Stack
Education
Bachelor of Technology, Textile Technology
Indian Institute of Technology, Delhi
20224 yrs2026
12th CBSE
Vivekanand School
20211 yr2022
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