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AI Grand Challenge — Top 5

with Preesha, Sanidhya Ojha, Nideesh, Anmol Goel

Defence problem statement — identify and locate an unknown number of emitters from spectral parameters and highly noisy angular data, with a CPU-efficient solution.

BAH 2025: ANGIFIGHTER

with Siddhant, Nideesh, Dhairya

Designed an end-to-end hybrid Deep Learning (ConvLSTM) + Cellular Automata pipeline for next-day prediction of Forest fires and high-fidelity simulations of the same

BAH 2026: IR Image Colorization

with Vanshika Kataria

SwinIR super-resolution plus a modified GAN for colorizing infrared satellite imagery.

BAH 2026: Student–Teacher Knowledge Distillation for GAN-Based Cloud Removal

with Preesha, Khushi Gupta, Izma Khan, Vandita

Grand finalist at BAH 2026: student model on indigenous satellite data replicates a privileged teacher using a hallucination module and feature extraction

Bonsai Graph Distillation

Compress training datasets for GNNs without a significant performance drop.

ChatIITD

with Devansh, Ditya, Siddhant, Aastha Verma

Development of a RAG based chatbot for the IITD administration.

Gesture Fruit Ninja

Gesture-controlled game using hand and finger tracking.

Dynamic Military Camouflage

Computer vision project with the Indian military on environment-aware camouflage.

MonteCLora

Efficient fine-tuning for LLMs with improved accuracy and robustness.

Physics-Informed Neural Networks

Physics-informed neural nets for modeling and solving differential equations.

Pseudo Atari Game

with Shivam Garg

Fresher project — taught an RL agent to play an Atari-style game.

Guide to RNN & LSTM

with Har Ashish, dhairya

Papers walking through RNN and LSTM theory and implementations.

RoboGambit

with Sanidhya Ojha, Ishan, Preesha, Ditya

Designed and developed a two-phase robotics competition built around a chess-inspired mini-game

Shipathon S4 Movie Character Predictor

with Nishant Mathuriya

Word2Vec embeddings over context-based dialogues, classified with a centroid model into six movie-character behaviour types.

Simulated Touch Screen

A low-cost, hardware-light alternative to traditional touchscreens.

TouristGPT

with Devansh

make a better codeforces traces dataset and finetune qwen coder to get a average rating of 1872 in virtual contests

Tresswap

Try hairstyles in augmented reality using facial landmark detection.

Vision Hack 2.0

48 hours to build AI-powered computer vision solutions. Innovate. Collaborate. Impact.

YOLOv1 TensorFlow

Built a single-pass structure for image recognition with up to 87% accuracy.