Knowledge Transfer
We believe in sharing knowledge, encouraging learning together as a team.
AIMS DTU
INNOVATE INSPIRE IMPACT
- ISRO BAH 2025
- Smart India Hackathon 2025
- NCIIPC AI Grand Challenge 2025
- Google GenAI Exchange 2025
- NeurIPS 2025
- ACL SRW 2026
- CVPR NTIRE 2026
- ICML ML4AUDIO 2026
- GSoC '26 @NumFOCUS
- brAInwave 2.0
Revolutionizing Research
We turn ideas into meaningful research to make a difference.
Conquering Hackathons
It is a legacy of AIMS to lead Hackathons across the nation with innovative solutions.
Community Engagements
Events
Led by brAInwave 2.0, a 36-hour national hackathon and one of DTU’s largest student-led technology events. Around it sit HackDays by MLH, AIMS X ACM workshops, Promptify, the WorldQuant Quant Workshop, Build With Gemma by Google, and Orientation 2025.
Flagship
brAInwave 2.0 united innovators from across India for a 36-hour hackathon featuring AI, hardware, design, and open innovation tracks, creating one of DTU’s largest student-led technology events.
HackDays by MLH
With MLH and the ACM Student Chapter at DTU, turning everyday campus challenges into AI applications.
The full ML pipeline, from data preprocessing to deep learning, taught through hands-on coding.
A prompt engineering challenge with the ACM Student Chapter at DTU for CSEdWeek, where creativity met generative AI.
An introduction to quantitative finance with the Training & Placement Department, including hands-on alpha building.
BuildWithGemma by Google brought together students to build innovative AI applications using Gemma models, empowering participants to transform ambitious ideas into impactful solutions while competing for a $2,000 prize pool.
National Winners
ISRO & Smart India Hackathons
AIMS DTU teams conquered India's most prestigious government hackathons, securing National Winner titles by engineering deep learning and hardware systems.
Team Rocket LeagueWorked on the PS "Chasing The Clouds: Diffusion Based Satellite Nowcasting using INSAT 3DR/3DS Data".
Team ToinCoss Built Anti Proxy, an ESP32 & AI-driven smart classroom attendance system.
Team MMO Cleared Stage 1 & Stage 2 evaluations at IIT Delhi.
National Excellence
Top 5 in SIH & Top 10 in Google GenAI
Custom AI architectures, neural graphs, and computer vision algorithms in national finals.
SIH Grand Finalist Team Gradient Ascent
Multimodal Audio Language Model using Mixture of Experts architecture.
SIH Grand Finalist Team ChocoRev
GNN-driven multi objective candidate opportunity matching engine.
SIH Grand Finalist Team NeuralShural
Multimodal AI system for counterfeit IC detection.
Google GenAI Exchange 2025 (Top 10 in India)
Team Authenticoders Built TruthLens (Multimodal AI platform to combat misinformation) out of 4,457+ prototypes and 278,000+ developers nationwide.
A* Conferences
Research & Publications
Original research in agentic memory architectures, speaker diarization, underwater restoration, and audio fake detection.
EVOLVE-MEM: A Self Adaptive Hierarchical Memory Architecture for Next Generation Agentic AI Systems.
CBAL: Context Based Agentic Learning for Speaker Diarization Segmentation Refinement.
Not All Pixels Sink: Phase-Guided Representation Learning For Underwater Image Restoration.
FlowFake: Liquid Networks for Audio Deepfake Detection.
OpenSource Contributions
GSoC '26 @NumFOCUS
Contributor : Aman Kumar
Mentor: Andrew H, Andy Maloney
Organisation: NumFOCUS
Maintainer: Holoviz/Lumen
Author of: Lumen-OurWorldInData
Lumen Handles Tabular Data and Xarray Handles Multi-Dimensional Data. This project aims to integrate both libraries to provide a unified interface for handling both types of data seamlessly.
Kaggle Experts
Kaggle Hacks
Dominating Kaggle competitions with innovative solutions in machine learning, computer vision, and data science.
Goal of the competition was to create and/or train AI bots to play a novel multi-agent 1v1 or 4p FFA game against other submitted agents.
Stanford RNA 3D Folding competition, helped uncover how RNA molecules fold and function at the molecular level by developing machine learning models that predict the 3D structure of RNA molecules using only their sequences.
The goal of the competition was to develop machine learning models that predict key polymer properties, including glass transition temperature, density, thermal conductivity, fractional free volume, and radius of gyration, directly from molecular structures to accelerate polymer discovery and materials research.
Winning Legacy
BITS APOGEE
A look at Our BITS Apogee wins.
See the winsEightFold AI Hackathon (1st)
9-hour-long competition involving handling and deployment of APIs along with frontend development.
Kriti Social Impact Hackathon (2nd)
Hackathon focused on building affordable, scalable technology solutions for challenges faced by rural communities.
Product CaseComp (1st)
Product management competition involving solving real-world problems, building data-driven solutions.
GreenTag CaseComp (1st and 2nd)
Multi-round competition on climate tech and sustainability, involving pitching impact-driven business ideas.
IIT Bombay
A look at Our IIT Bombay Techfest wins.
See the winsBuilt robust ML pipelines on 450k+ imbalanced rows using LightGBM with advanced feature engineering and ensembling.
National GeoAI Hack (1st and 3rd)
Developed a neuro-symbolic pipeline for high-precision DTMs and optimized rural drainage layouts using hydrological modeling and genetic optimization. Used PILNNs and DRL to identify waterlogging hotspots and generate gravity-compliant drainage designs.
Finagent (3rd)
Built SentinAL, a secure browser-based financial action agent with human-in-the-loop approval for safe execution of real banking tasks.
Packedge Motion Chair (2nd)
Redesigned Motion Chair packaging using an engineered L-shaped carton, cutting 45% internal void, doubling logistics density, and reducing cost.
Invictus
A look at Our Invictus wins.
BITS CS Fundamentals (1st and 3rd)
The competition evaluated participants across multiple computer science domains including Data Structures, Operating Systems, Database Management Systems and core CS fundamentals.
Guessapaloza (3rd)
A Guesstimates competition where spontaneous problems were provided to test analytical reasoning, structured thinking, and approximation skills.
HeistGPT UGV Vision (2nd and 3rd)
Developed high-precision semantic segmentation model for Unmanned Ground Vehicles (UGVs) using synthetic data generated with the Duality AI Falcon simulation platform.
Micromouse (3rd)
Designed and built an autonomous Micromouse robot capable of navigating an unknown maze by mapping its environment and computing the shortest path using embedded sensors.
Have A Look At Some Of Our Most Interesting Projects
Multi-EyE
Octave
Batting Simulation
Remote Sensing
Multi-EyE
A parameter-efficient cross-modal SAR-to-Optical retrieval architecture achieving Global #2 on BEN-14K (70.41% F1) by integrating Rank-64 LoRA adapters into a frozen Copernicus-FM backbone, cutting trainable parameters by ~56% (118M to 51.2M) while replacing EMA teacher-student pipelines with EMA-free SIGReg regularization. Delivers sub-millisecond retrieval latency (0.013 ms/query) via a decoupled dual-head architecture with a production-grade FAISS IVFFlat index, implementing future work of SOTA CR-JEPA on resource-constrained Kaggle T4 GPUs.