31 Jul
|
SAIGroup
|
Bengaluru
31 Jul
SAIGroup
Bengaluru
About the Role
We are building a new class of clinical-grade AI agents powered by a foundational model that unifies 3D volumetric medical data and textual reasoning. These agents will assist with radiology workflows, treatment planning, case summarization, longitudinal patient analysis, and human-in-the-loop clinical decision support.
In this role, you will design the agent layer that transforms a powerful multimodal foundation model into a secure, reliable, adaptive medical assistant capable of analyzing 3D scans, retrieving past cases, explaining findings, and coordinating multi-step reasoning chains.
This position is ideal for researchers from multimodal/VLM/CLIP ecosystems who want to move up the stack into autonomous medical reasoning, multimodal alignment, and real-world clinical impact.
What You Will Work On
- Architect LLM-driven medical agents capable of:
- Reading & interpreting 3D medical volumes (MRI, CT, PET).
- Answering radiology questions, generating report drafts, and performing differential reasoning.
- Retrieving similar prior cases using contrastive embeddings.
- Synthesizing multi-instance evidence across scans, labs, and notes.
- Executing multi-step “clinical workflows”—image → analysis → summary → recommendation.
- Integrate clinical agents with the 3D foundation model’s representations, enabling structured medical reasoningand contextual memory across longitudinal data.
- Develop evaluation frameworks for trustworthiness, interpretability, calibration, and clinical safety.
- Collaborate with clinicians and scientists to co-design tasks, datasets, and validation protocols.
- Benchmark models against open and proprietary datasets: MIMIC, CheXpert, MosMed, LiTS, BraTS, and India-specific clinical corpora.
- Publish findings at top-tier venues (MICCAI, NeurIPS, AAAI, EMNLP).
- Work with regulatory and product teams to translate research into medically viable systems.
Why This Role Appeals to CLIP / VLM / Chitrarth / Patram Authors
- A rare op
📌 Senior Agentic AI Engineer — Agentic Medical AI (Bengaluru)
🏢 SAIGroup
📍 Bengaluru