Hong Fan Zhao

Hong Fan Zhao

Machine Learning Engineer @ Akina

Country

Switzerland

City

Zurich

Industry

Medical Device

Skill

Cloud Infrastructure, Data Science, Back-End Web Development, Retrieval-Augmented Generation (RAG), Cloud Computing, Amazon Web Services (AWS), Continuous Integration and Continuous Delivery (CI/CD), Machine Learning, Deep Learning, Control Theory, Biomechanics, Scientific Research, Meta-learning, Image Reconstruction, Optimization Algorithms, Computer Vision, Python, PyTorch, Docker, Object-Oriented Programming (OOP)

Experience

Akina

Machine Learning Engineer

Akina

LinkedIn
2024-6 - Present · 2 yrs 4 mos

Zurich, Switzerland

- Research and develop real time 3D pose estimation solutions. - Implement, maintain, and deploy ML solutions for human movement classification. - Create synthetic data generation pipeline for human poses. - Build and manage cloud infrastructure and backend systems. - Develop back-office tools to streamline and automate repetitive tasks.

Akina

Master's Thesis Student

Akina

LinkedIn
2023-10 - 2024-4 · 7 mos

Zurich, Switzerland

Design and implementation of a hybrid solution combining analytical and ML approach to optimize the accuracy of monocular 3D pose estimation.

Akina

Software Engineer Intern

Akina

LinkedIn
2022-9 - 2023-8 · 1 yr

Zurich, Switzerland

- Development of ML model for the estimation of human joint angles. - Design and implementation of the cloud infrastructure.

ETH Zurich, Department of Information Technology and Electrical Engineering

Student Researcher

ETH Zurich, Department of Information Technology and Electrical Engineering

LinkedIn
2023-3 - 2023-7 · 5 mos

Zurich, Switzerland

Worked on improving the convergence of Neural Implicit Representations (NIR) for Magnetic Resonance (MR) imaging.

Education

ETH Zürich

ETH Zürich

LinkedIn

Computer Science

2021-9 - 2024-4 · 2 yrs 8 mos
Politecnico di Milano

Politecnico di Milano

LinkedIn

Engineering of Computing Systems

2018-9 - 2021-7 · 2 yrs 11 mos

Hong Fan Zhao's Contact Information

Email

******@***.com

Phone

(**) *** ****

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