AI/ML Pipeline Support for VC-Backed Startup

Enlitic - Dr. Heling Zhou, PhD

AI/ML DevelopmentAI/ML


I have really enjoyed working with the Innolitics team. We had originally enquired about the Innolitics DICOM conformance statement consulting but expanded them to augment the data engineering team. They helped build out a complex ETL pipeline for AI/ML and helped build out accompanying SOPs for regulatory compliance. They treat our product as if it was their own and integrate seamlessly with our in-house engineering team. Their breadth of knowledge in technical and regulatory matters has helped our team meet deadlines.
Dr. Heling Zhou, PhD

Dr. Heling Zhou, PhD

Director of Data Engineering at Enlitic

The Problem

The client was looking for software development expertise in the artificial intelligence and data science capacity.

The Solution

  • Innolitics treated the product as if it was their own and appeared indistinguishable from my full time staff.
  • After completing the initial statement of work, we they stayed on for an open ended engagement to help with maintenance, additional feature development, and off-boarding a team member.
  • Innolitics developed was high quality and easy for my team to take over development and maintenance.
  • Innolitics helped develop and improve a few regulatory SOPs.

About Enlitic

Enlitic focuses the power of artificial intelligence into data management applications, enabling effective administration, processing, and sharing of medical imaging data throughout the healthcare enterprise. The Enlitic framework standardizes, protects, integrates, and analyzes data to create the foundation of a real-world evidence database that improves clinical workflows, increases efficiencies, and expands capacity.

About Dr. Heling Zhou

Heling Zhou, Ph.D.

With extensive experience as a Lead Data Engineer and Engineering Manager in both the medical device and finance industries, I have developed a strong skill set in designing and implementing data ETL and machine learning pipelines. I hold a Ph.D. in Radiological Sciences from UT Southwestern Medical Center, and have a proven track record of driving results for my teams and organizations. I am passionate about leveraging my expertise to improve the healthcare technology landscape, while also providing guidance and mentorship to my teams.

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