Research
We believe the best research comes from a cycle of curiosity, building, feedback and iteration. Everyone in the lab follows this loop.
Long-context architectures, retrieval, and persistent memory systems.
Agent architectures, tool use, planning, and multi-agent coordination for autonomous systems.
Alignment, RLHF, instruction tuning and techniques that improve model behavior.
Embodied intelligence, control, manipulation and real-world robotics.
Building fast, reliable and cost-efficient inference systems at scale.
Rigorous evaluation frameworks and benchmarks to measure model and agent behavior reliably.
Compressing large models into smaller, faster ones without losing capability.
Ranking, retrieval, and personalization systems that connect users to what matters.
| Date | Topic | Category | College | Status |
|---|---|---|---|---|
| Jun 21, 2026 | Memory Context Systems | Memory Systems | IIT Hyderabad | Done |
| Jun 28, 2026 | MemGPT Talk | Memory Systems | IIT Mandi | Done |
| Jul 5, 2026 | Multi Agent Coding Agent | AI Agents | Northeastern University | Done |
| Jul 12, 2026 | Context Aware Lab Assistant Robot | Physical AI & Robotics | IIT Mandi | Done |
| Jul 19, 2026 | SFT and Post Training Intro | Post-Training Models | NIT Surat | Done |
| Jul 26, 2026 | LLM Application Evals | AI Evaluations | IIT Mandi | Done |
| Aug 2, 2026 | Context Extraction/Retrieval Pipeline Demo | Memory Systems | IIT Hyderabad | Done |
| Aug 9, 2026 | LoRA SFT Technique Demo | Post-Training Models | NIT Surat | Done |
| Aug 16, 2026 | LM (Language Model) Evals | AI Evaluations | IIT Mandi | Scheduled |
| Aug 22, 2026 | AI Inference Project | AI Inference | IIT Palakkad (Mentor) | Scheduled |
— many more coming soon.
Join a growing group of students and researchers from top Indian colleges, already building with us.
Learn about the Fellowship