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Nucs AI Tech Stack

AI-driven prostate cancer imaging analysis for clinicians

Hospitals and Health Care San Francisco, California 11–50 employees Founded 2024 Privately Held

Nucs AI applies computer vision and deep learning to prostate cancer diagnostics, built on a modern web stack (React, TypeScript, FastAPI, Kubernetes, GCP). The tech foundation—WebGL/WebGPU for client-side rendering, RabbitMQ for async workflows, and SQL/Kubernetes for backend scale—reflects a medical-imaging SaaS designed to move analysis from radiologist workstations into cloud infrastructure. Early-stage hiring skews toward healthcare and leadership roles (sales director, partnership director), suggesting a clinical go-to-market strategy paired with scaling validation infrastructure.

Tech Stack 11 technologies

Core StackReact TypeScript FastAPI Kubernetes RabbitMQ Flask Python WebGL WebGPU SQL GCP

What Nucs AI Is Building

Challenges

  • Limited radiologist capacity
  • Rising scan volumes
  • Growing demand for accurate diagnostics
  • Strengthening clinical annotation and validation
  • Scaling people infrastructure
  • Attracting and retaining talent
  • Compliance with employment laws

Active Projects

  • Next generation medical imaging platform
  • Advanced 3d visualization frontends
  • Scalable data architecture for dicom
  • Clinical annotation and validation
  • Model training and refinement
  • Deeppsma
  • Selectpsma
  • Trackpsma
  • Scientific communication & publications
  • Kol engagement & clinician education

Hiring Activity

Accelerating9 roles · 8 in 30d

Department

Healthcare
2
Product
2
Sales
2
Engineering
1
HR
1

Seniority

Director
3
Lead
2
Senior
2
Mid
1

Notable leadership hires: Sales Director, Partnership Director

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About Nucs AI

Nucs AI develops an AI platform for analyzing prostate cancer imaging, targeting radiologists and oncology teams. Founded in 2024 and based in San Francisco, the 11–50-person company focuses on automated tumor lesion assessment and personalized treatment planning. The product combines medical image processing (DICOM data architecture, 3D visualization) with model inference and clinical annotation workflows. Active projects span the imaging pipeline (model training, advanced visualization frontends) and clinician engagement (KOL partnerships, scientific publications), indicating a product roadmap that bridges technical capability with clinical adoption.

HeadquartersSan Francisco, California
Company Size11–50 employees
Founded2024
Hiring MarketsGermany, United States

Frequently Asked Questions

What tech stack does Nucs AI use?

React, TypeScript, FastAPI, Python, SQL, Kubernetes, RabbitMQ, and GCP. WebGL and WebGPU power client-side medical image rendering; FastAPI handles backend inference.

Where is Nucs AI headquartered?

San Francisco, California. The company is also hiring in Germany, indicating early international expansion.

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