CaptureProof — Medical Image Analysis Platform
Role: Solutions Architect & Infrastructure Team
Timeline: 2023 - 2026 (Past 3 Years)
Tech Stack:
PyTorch
TensorFlow
Python
AWS (EC2, S3, RDS, CloudFront)
Custom CV Models
The Challenge
Train, validate, and optimize medical computer vision models to track patient visual physiological changes over time, requiring high uptime and strict HIPAA-compliant cloud hosting solutions.
T&M's Solution
T&M trained specialized computer vision architectures (non-LLM models) for clinical visual analytics. Over the past 3 years, we have fully managed the secure AWS hosting cluster, engineered automated backups, configured CloudFront CDN distribution, and provided dedicated backend maintenance.
Impact & Metrics
- Maintained 99.99% AWS server cluster availability over 3 years.
- Successfully satisfied rigorous healthcare data protection audits.
- Deployed highly accurate visual physiological tracking models.
Enterprise IP: Source code & live backend are private.
Platform Screenshots
