Abhi Chakraborty

LLM based concepts explorer

Orchestration layer for routing, interpreting, and coordinating intelligence across systems.

Quantitative intelligence interface for structured, regime-aware decision workflows.

Backend delivery layer for structured signals, orchestration outputs, and UI-facing data flows.

This task investigates whether LLMs exhibit systematic biases when analyzing identical datasets with different framings. For example, if analyzing player performance data, does mentioning player demographics in the prompt change how the LLM interprets the statistics?

Analysis of Indian National Cricket Team players and captains (ODI & Test) from historical records. Uses LLMs to answer dataset-specific questions and validate against statistical scripts. Part of Syracuse University Research Task 05 on prompt engineering and LLM evaluation.