awards
a list of my achievements throughout the years.
Amazon ML Challenge 2025
Rank 54 out of 20,000+ teams
Developed multimodal price prediction system fusing CLIP ViT-B/32 and DINOv2 visual embeddings with TF-IDF text features, achieving 42.386 SMAPE through cross-attention architecture with global embedding caches for 5x inference speedup.
Grand AI Challenge PS-03
Top 8 out of 100+ teams, Government of India
Currently competing in few-shot visual search for satellite imagery. Developed hybrid detection system combining frozen self-supervised ViT features with learnable adapters for prototype-based retrieval in multispectral satellite data.
CVPR 2025 Demo Track
Paper Accepted
Paper accepted at IEEE/CVF CVPR 2025 Demo Track as a second-year undergraduate. MSCAN: Multistage Spinal Canal Stenosis Grading Using Cross-Attention - achieving 0.971 AUROC for automated MRI-based spinal stenosis grading.
Smart India Hackathon 2024
National Finalist (Top 2 out of 100+ teams)
Developed REDACT, a multimodal data privacy platform achieving 99% PII detection accuracy across text, images, and documents using BERT-based NLP with few-shot learning for domain adaptation to legal and medical contexts.
NeurIPS 2025 Imageomics Workshop
Paper Accepted (First Author)
DentalNet: Geometric Aware Multi-View Transformer for Dental 3D Scan Analysis. Multi-modal 2D/3D fusion achieving 67% F1-score through cross-attention mechanism integrating 2D intraoral views with 3D point cloud representations.
ACM ICMR 2025: MAD Workshop
Paper Accepted
SocialDF: Benchmark Dataset and Detection Model for Deepfake Content. Real-world benchmark with multi-agent LLM framework outperforming SOTA lip-sync methods through fact-checking integration.
StarkVision Co-Founder
Student AI/ML Research Collective, IIIT Delhi
Co-founded 20-member student research collective, leading projects accepted at CVPR 2025 (Demo Track) and ICMR 2025 with student-only authorship. Mentoring juniors in experimental design, paper writing, and navigating the publication process.
Academic Excellence
GPA: 8.76/10
Maintaining strong academic performance at IIIT Delhi while pursuing research in Computer Vision, Deep Learning, and Multi-Modal Learning. Completed coursework in Data Structures, Algorithms, Machine Learning, and Linear Algebra.
CBSE Standard 12
93% in PCM+PE
Achieved 93% in CBSE Standard 12 examinations (2022-2023) with Physics, Chemistry, Mathematics, and Physical Education at JN International School, Delhi.