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AI Intern Medical Image Segmentation (Dental CBCT/IOS/STL) | Remote | 3 Months

AI Intern Medical Image Segmentation (Dental CBCT/IOS/STL) | Remote | 3 Months

lueinhire.com
Early Applicant
  • Posted 12 hours ago
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Job Description

Luein Analytics is building a clinical AI product for dental implant planning. We are looking for an AI intern to own a focused, high-impact piece of it: turning 3D dental scans (CBCT/DICOM/IOS/STL) into segmented anatomy, and turning those segmentations into clinically meaningful measurements & data points.

What you will work on

  • Evaluate and run open-source CBCT segmentation models (e.g. nnU-Net-based models such as DentalSegmentator) against a commercial baseline, and document accuracy and failure cases
  • Build a local inference pipeline: DICOM in, segmentation masks and STL meshes out
  • Write Python code to extract measurements from masks and meshes: bone-to-nerve distance, ridge width/height, bone density (grey-value) readouts, soft tissue thickness
  • Validate your outputs against reference cases and flag where results aren't trustworthy
  • Work directly with the team building the rule engine that consumes your measurements

You should have

  • Strong Python (NumPy, SciPy, scikit-image)
  • Hands-on experience with PyTorch and at least one segmentation project (U-Net, nnU-Net, or MONAI), whether academic, personal, or Kaggle
  • Comfort with 3D data: volumes, meshes, coordinate systems, voxel spacing
  • Familiarity with DICOM/NIfTI handling (pydicom, SimpleITK, nibabel) or willingness to learn fast

Good to have

  • Experience with 3D Slicer, trimesh, or Open3D
  • Prior exposure to medical imaging (any modality)
  • Located in Bangalore (for occasional in-person syncs)

What you will get

  • Real ownership of a live product component, not a sandbox task
  • Direct mentorship from the team building the platform
  • Stipend: 8,000/month

Pre-placement offer (full-time role) for strong performers

Details: 3 months · Remote (Bangalore preferred) ·

Start date: 1st October 2026

Key Skills

nnU-Net

voxel spacing

U-Net

scikit-image

3D data volumes

NIfTI

3D Slicer

trimesh

pydicom

Open3D

DentalSegmentator

MONAI

meshes

nibabel

coordinate systems

SimpleITK

About Company