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/Industry | Status |
|---|---|---|---|---|
| Oct 4, 2026 | Training Data for SFT & DPO (Continued) | Post-Training Models | NIT Surat | Scheduled |
| Sep 27, 2026 (tentative) | Pre/Post Training Pipeline (tentative) | Post-Training Models | Indian AI Professional | Scheduled |
| Sep 20, 2026 | RL, RL Agents and RL Environments | Reinforcement Learning | IIT Madras (Online) | DoneDoc |
| Sep 13, 2026 | AI Inference and Inference Engines | AI Inference | IIT Mandi | DoneDoc |
| Sep 6, 2026 | SFT Fine Tuning, Evals and Data (Continued) | Post-Training Models | NIT Surat | DoneDoc |
| Aug 30, 2026 | AI Agents for Calling Usecase Overview | AI Agents | Stony Brook University | DoneDoc |
| Aug 23, 2026 | Accelerating LLM Inference on FPGA | AI Inference | IIT Palakkad (Mentor) | DoneDoc |
| Aug 16, 2026 | LM (Language Model) Evals | AI Evaluations | IIT Mandi | DoneDoc |
| Aug 9, 2026 | LoRA SFT Technique Demo | Post-Training Models | NIT Surat | DoneDoc |
| Aug 2, 2026 | Context Extraction/Retrieval Pipeline Demo | Memory Systems | IIT Hyderabad | DoneDoc |
| Jul 26, 2026 | LLM Application Evals | AI Evaluations | IIT Mandi | |
| Jul 19, 2026 | SFT and Post Training Intro | Post-Training Models | NIT Surat | DoneDoc |
| Jul 12, 2026 | Context Aware Lab Assistant Robot | Physical AI & Robotics | IIT Mandi | DoneDoc |
| Jul 5, 2026 | Multi Agent Coding Agent | AI Agents | Northeastern University | DoneDoc |
| Jun 28, 2026 | MemGPT Talk | Memory Systems | IIT Mandi | DoneDoc |
| Jun 21, 2026 | Memory Context Systems | Memory Systems | IIT Hyderabad | Done |
— many more coming soon.
Join a growing group of students and researchers from top Indian colleges, already building with us.
Learn about the Fellowship