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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, Harshita Prasad

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.

ITC x ARIES

with Reyansh

Tool in Computer Vision

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

with Reyansh

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.

ToM-Drive

with Rishabh Sain

Experimenting LLM Reasoning in Complex Driving Scenarios to prove ToM-Drive is the hardest autonomous driving benchmark for models

TouristGPT

with Devansh, Sai Anish Reddy, Dev Shah, Ishan

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

Tresswap

with Shaurya Pratap Singh

Try hairstyles in augmented reality using facial landmark detection.

UAP

with Reyansh

Payment Tool

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.