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ML Engineer

ATRI SUKUL

MTech DSAI @ IIT Tirupati  ·  Project Associate @ IC&SR, IIT Madras.
Interested in building practical ML systems that solve real problems. I've worked on computer vision and NLP across both research and practical projects, and have co-authored papers in IEEE TGRS and a CVPR workshop.

View Resume
Project Associate
IC&SR · IIT Madras  ·  Under UHG Optum · Chennai (Remote)
Developing a pipeline for constructing knowledge graph from unstructured EHR data to improve the efficiency of question answering.
Research Intern
Indian Statistical Institute · Kolkata (Remote)
Developed a frequency-domain based generative framework for hyperspectral image classification, achieving 95.52% (Pavia) and 99.05% (Salinas), outperforming state-of-the-art models like SpectralDiff.
// 001

Cross Hyperspectral & LiDAR Attention Transformer

Novel cross-modal attention architecture fusing Hyperspectral and LiDAR data streams via extended self-attention for LULC classification.

PyTorchTransformersRemote SensingSelf-Attention
View on GitHub
// 002

Fingerprint Recognition via Few-Shot Learning

Siamese Network-based few-shot learning framework for fingerprint recognition, achieving 95.10% test accuracy on the SOCOFing dataset, outperforming state-of-the-art methods.

PyTorchSiamese NetworkFew-Shot LearningComputer Vision
JUL 2025 — PRESENT
Indian Institute of Technology, Tirupati
MTech · Data Science and Artificial Intelligence
8.94 / 10 CGPA
AUG 2021 — JUN 2025
Jalpaiguri Govt. Engineering College
BTech · Computer Science and Engineering
9.33 / 10 CGPA
01 / HACKATHON
SIH 2022 Winner
Smart India Hackathon Winner — Team Odysey. Problem Statement: Virtual Excavation Game.
02 / HACKATHON
Hack4Bengal 2.0 Runner-Up
1st Runner-Up for the Flow Track at Hack4Bengal 2.0.
03 / OPEN SOURCE
JWoC 2022 — Rank 7
Secured 7th Rank as a Mentee in JGEC Winter of Code throughout India.
04 / COMPETITION
IEMHacks — Rank 5
5th Rank in Project Developing Contest conducted by IEM Kolkata.