Hi mentors,
My name is Gaurav Singh and I’m a third year undergraduate at IIT (BHU) Varanasi . I work at the intersection of AI/ML and scientific computing and have experience building LLM-based systems and agent-style workflows using tools such as LangGraph, along with developing ML pipelines in Python/PyTorch that involve data preprocessing, eda, modelling, and evaluation. Some of my projects include building agentic AI systems with retrieval and multi-model orchestration, as well as pipelines that evaluate and validate LLM outputs on structured tasks. These experiences gave me exposure to data analysis workflows and automated experimentation pipelines, which I believe align with the goals of AStats. I would like to deepen my understanding of formal statistical workflows (e.g., hypothesis testing, model validation, and structured statistical analysis pipelines) and learn how to integrate them effectively with agentic AI systems.I have requested to join the AStats community and look forward to participating in the discussions there as well as contributing to the project wherever possible.
Thank you.
Best regards,
Gaurav Singh