Job Title Postdoctoral Fellowship in Quantum-Enhanced LLM Reasoning for Biomedical Literature Discovery Required Number 1 Qualification Qualification - Ph.D. in Computer Science and Engineering, Machine Learning, Quantum Machine Learning, Natural Language Processing Job Description

This position is part of an R&D; team building hybrid quantum-classical frameworks that help LLMs reason more reliably over biomedical literature - extracting structured knowledge and generating testable hypotheses (e.g., drug-target interactions, drug repurposing candidates, mutation–disease associations) with transparent provenance rather than unconstrained generation.
The role will involve R&D; focused on:
Quantum-enhanced extraction of knowledge graphs from biomedical literature, applying quantum graph neural networks to identify entities, relationships, and patterns across large corpora of biomedical publications.
Quantum semantic encoding of biomedical text — papers, abstracts,



and clinical literature — to support downstream reasoning at a scale that addresses the rapid growth of unstructured biomedical data.
Hybrid quantum-classical retrieval-augmented reasoning pipelines for literature-grounded hypothesis generation in the medical domain, with explicit evidence provenance linking each generated hypothesis (e.g., a candidate drug-target interaction) back to its supporting literature.
Evaluation of truthfulness, hallucination, and calibrated confidence in quantum-augmented biomedical hypothesis generation using automated methods — cross-referencing generated drug-target hypotheses against curated interaction databases (DrugBank, ChEMBL, DGIdb) and retrospective temporal-split testing, combined with quantum-derived confidence/uncertainty scoring.
Development of a quantum-enhanced biomedical claim-verification module for scientific literature: automatically classifying each generated claim or hypothesis against retrieved evidence as Supported, Refuted, or Not Enough Information, extending es

📌 Postdoctoral Fellowship in Quantum-Enhanced LLM Reasoning for Biomedical Literature Discovery @Chennai
🏢 Amrita Vishwa Vidyapeetham
📍 Chennai