Pioneering the Next Generation of Machine Intelligence
Advancing state-of-the-art machine learning, generative models, and scalable inference systems for a more intelligent future.
Our mission is to architect intelligent systems that are robust, transparent, and capable of solving complex global challenges through foundational research.
// Focus Domains
Where we push
the boundaries
Investigating high-impact disciplines across the spectrum of theoretical and applied machine learning.
Generative Models
Developing state-of-the-art transformers and diffusion architectures with robust structural coherence.
Graph Neural Networks
Analyzing relational datasets for applications in molecular chemistry and predictive social dynamics.
Scalable Inference
Optimizing model quantization, intelligent pruning, and low-latency serving infrastructure for edge constraints.
Reinforcement Learning
Training autonomous agents in simulated environments with complex multi-objective sparse reward parameters.
Algorithmic Alignment
Ensuring models behave identically to human constraints and absolute, verifiable mathematical safety bounds.
Multimodal Processing
Fusing text, spatio-visual, and auditory signals into cohesive massive embeddings for unified intelligence paradigms.
// Featured Works
Breakthrough
implementations
Showcasing our latest operational architectures and foundational models.
Synapse-7B Foundation
Our latest dense model trained entirely on hyper-curated academic sets. Surpasses comparable parameter weights on standard reasoning markers and logic verification tasks.
Neuro-Visual Interfaces
A cross-modal semantic bridge projecting raw EEG waveforms directly into controllable stable diffusion latent states.
RLHF Toolkit v2
Highly scalable alignment pipelines enabling low-VRAM fine-tuning and proxy-based reward modeling for local nodes.
// The People
Principal Investigators
Distinguished scientists driving theoretical advancements at the frontier.
Dr. M. Sohel Rahman
Professor, CSE BUET
Dr. Mahmuda Naznin
Professor & Head, CSE BUET
Dr. A.B.M. Alim Al Islam
Professor, CSE BUET
Dr. Mohammed Eunus Ali
Professor, CSE BUET
// Departments
Our Divisions
Meet the dedicated teams driving our organization forward across various functional areas.
Responsible for overall governance, strategy, policy formulation, and nationwide coordination.
Nirob Devnath
Director
CU
Apurbo Kumar
Co-Director
BUET
Nafi Naib Mon
Co-Director
CU