HealthTech AI Intern: Computer Vision for Healthcare

Synapxe; Singapore; On-site; SGD 13,392 - 26,784; Full time

Job summary

Synapxe in Singapore invites undergraduates to join as an internship in the Data Science & AI team to develop computer vision solutions for healthcare. You will gain practical experience with medical images and videos and contribute to clinical insights through state‑of‑the‑art models.

Phases span review, implementation and evaluation, then adaptive pipelines and model tuning. You will design data preparation, apply transfer learning, and collaborate with senior data scientists to assess

Qualifications

• Undergraduate pursuing a tech-related degree (Year 2 or 3).
• Strong Python programming with clean, well-documented code.
• Solid ML/DL fundamentals: splits, generalization, losses.
• Experience in computer vision workflows is a plus.
• Familiar with PyTorch, TensorFlow, timm, MMDetection.

Responsibilities

• Review literature on CV methods for segmentation, detection and classification in medical data.
• Implement CV models on medical image/video datasets and run baseline experiments.
• Evaluate performance using Dice/IoU, mAP, AUC metrics.
• Design adaptive data pipelines and model tuning strategies.

Skills

Python

NumPy

OpenCV

scikit-learn

PyTorch

TensorFlow

Git

Transfer learning

Computer Vision

Education

Year 2/3 undergraduate

Tools

PyTorch

TensorFlow

MMDetection

OpenCV

scikit-learn

NumPy

Pandas

Git

TIMM

Job description

Synapxe in Singapore invites undergraduates to join as an internship in the Data Science & AI team to develop computer vision solutions for healthcare. You will gain practical experience with medical images and videos and contribute to clinical insights through state‑of‑the‑art models.

Phases span review, implementation and evaluation, then adaptive pipelines and model tuning. You will design data preparation, apply transfer learning, and collaborate with senior data scientists to assess