experiments / research.md
Research
What's actually documented — not the whole picture, just the verifiable part.
Evaluating LLM Antidepressant-Prescribing Predictions Against Real EHR Data
Undergraduate research at Santa Clara University testing whether LLaMA 3.1 8B, Mistral 7B, and Mistral-Nemo 12B replicate real-world antidepressant prescribing patterns across demographic subgroups, benchmarked against electronic health record data.
A Workflow for Discovering AI Builders at Scale
A paper co-authored with Abyan Kashif describing an n8n-based workflow for discovering LinkedIn creators who post about AI-agent building.
2025 US Physics Olympiad (USAPhO) Qualifier
Qualified for the 2025 US Physics Olympiad, administered by the American Association of Physics Teachers (AAPT). This document is AAPT's official qualifiers list — not authored by Shikhar, but the record of his qualification.
Not authored by Shikhar — included as a verified external record.
ORCID Research Identifier
Persistent researcher identifier linking published and ongoing research work.
Not authored by Shikhar — included as a verified external record.