Research Pillars
Our focused areas of innovation and impact
AI for Precision Healthcare
Flagship 1: Genomic-AI for Early Gastric Cancer Detection
Advanced AI models for early detection and diagnosis of gastric cancer using genomic markers.
Flagship 2: Bengali Medical LLM for Tele-triage
Language models specialized for medical consultation and preliminary diagnosis in Bengali.
Key Performance Indicators
- AUC > 0.90
- ≥2 hospital pilots
- Regulatory clearance
AI for Sustainability & Climate Action
Flagship 3: Crop-Yield Forecasting VLM
Vision-language models for accurate crop yield prediction and agricultural planning.
Flagship 4: Energy Demand Optimization Platform
AI-driven platform for optimizing energy consumption and distribution.
Key Performance Indicators
- 5% yield-loss reduction
- 10% energy-cost savings at pilot sites
Language, Culture & Society
Flagship 5: Low-Resource Multilingual NLP for South Asia
Advanced NLP models supporting South Asian languages with limited digital resources.
Flagship 6: Cultural Heritage Digitization using VLMs
Preserving and digitizing cultural artifacts using vision-language models.
Key Performance Indicators
- 50M tokens added to open corpus
- 1,000 artifacts digitized
Responsible & Trustworthy AI
Flagship 7: Bias & Robustness Evaluation Suite
Comprehensive tools for evaluating and mitigating AI bias.
Flagship 8: Green AI Benchmarking Toolkit
Tools for measuring and optimizing AI model energy efficiency.
Key Performance Indicators
- Public release
- ≥100 external adopters