---
AI Summary: "\\- Provided software development and DevOps support for Enlitic\\'s\
  \ engineering team.  \n- Developed high-quality, maintainable software for AI and\
  \ data science applications.  \n- Improved regulatory SOPs and facilitated team\
  \ off-boarding.  \n- Technologies used: AI/ML frameworks, data management applications."
Anonymous: false
Assignee:
- Yujan Shrestha
Last Edited Time: '2026-01-25T23:55:00+00:00'
case_study_510ks: []
client_logo:
- 18dbd5b7-a754-8061-ac0f-f936f0ad1c26
client_name: Enlitic - Dr. Heling Zhou, PhD
date: '2023-07-31'
featured: false
medical_panel: Radiology
name: We embedded with their engineering team and delivered work they could maintain
  long after we left.
services:
- 9dc4f55a-b5cb-419f-8bae-5e11d6b11fee
summary: Indistinguishable from Full-Time Staff. Software development and devops support
  for large existing engineering team
tags:
- AI/ML
testimonials:
- 2678fb9a-d590-4a72-a3c0-9541e6a6225c
---

## 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

<figure>
  <img src="/img/portfolio/We_embedded_with_their_engineering_team_and_delivered_work_they_could_maintain_long_after_we_left.-fd76fd04080e41bcbacccdf8de7197e7.png">
  <figcaption>
    Heling Zhou, Ph.D.
  </figcaption>
</figure>

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.