Tao He
Summary
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SeniorFrank He is a founding technologist and entrepreneur with over a decade of engineering experience and a Ph.D. blending mechanical engineering, applied math, and computer science. He builds production-grade ML and large-scale data platforms—having led Airflow-driven ETL and ML deployment at Amazon and reduced 1,000+ engineering hours through targeted refactoring. Comfortable across cloud, big-data, and blockchain stacks, he ships end-to-end systems using Python, Java/TypeScript, Spark, AWS CDK, and Solidity toolchains. Frank bridges research rigor and product delivery, having translated DOE-funded thermal-fluid models into deployed systems and co-founded Heurist Ai to marry AI with Web3. He’s equally at home prototyping hardware-informed simulations as he is writing smart contracts and automating CI/CD for distributed services.
10 years of coding experience
Github Skills (14)
imaging9
ct-images9
dicom8
medical-imaging8
image-analysis8
multi-task-learning8
medical8
segmentation7
medical-image-processing7
javascript7
ohif5
pytorch1
deep-learning1
ode-solver1
Programming languages (2)
Github contributions (5)
ithet1007/mmld_code
Jun 2022 - Jan 2023
Contributions:11 commits, 12 pushes, 1 branch in 6 months
ithet1007/MTL-SegTHOR
Jun 2019 - Aug 2022
Dependent Multi-Task Learning for the Segmentation of Thoracic Organs at Risk in CT Images
Contributions:6 commits, 4 pushes, 1 branch in 3 years 3 months
ct-imagesmulti-task-learningsegmentation
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