June 2026
New
Thank you Persistent Systems
Thank you Persistent Systems for supporting our research.
About Us
Jantram is a research group at IIT Kharagpur focused on Agentic AI, and Applied Machine Learning. Our work lies in the interfaces where stochastic models meet deterministic system components. We build cognitive systems that understand language, reason over complex inputs, and improve efficiency of humans-in-the-loop autonomous systems.
Latest News
May 2026
New
Welcome Summer Interns
Welcome 2026 batch of summer interns to IIT KGP. Happy learning.
May 2026
Talk
Persistent Systems HQ
We presented the lab's current direction and future roadmap to stakeholders in Persistent Systems HQ, Pune.
Selected Publications
2025
Train a Unified Multimodal Data Quality Classifier with Synthetic Data
2025
DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities
2024
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
Software and Demos
View on Github ↗Local Explorer
Inspect multi-step reasoning chains produced by sandboxed local agents using structured querying. Upload a task trace and explore decision points, tool calls, and backtracking behavior interactively.
AgentCascade
Interactive playground to test the robustness of multi-agent communication channels.
Current Members
Abhinav Nagar
Masters with Thesis
Ayushman Sarkar
Undergraduate
Brijesh Kumar
Undergraduate
Mohit Khalote
Undergraduate
Sponsors
