Han Lin
Head of ML Data and Infrastructure at HYPOTHETIC- Claim this Profile
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Mandarin Native or bilingual proficiency
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Cantonese Native or bilingual proficiency
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English Native or bilingual proficiency
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Bio
Experience
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HYPOTHETIC
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United States
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Computer Games
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1 - 100 Employee
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Head of ML Data and Infrastructure
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May 2022 - Present
- Build tools from ML models - Work on cloud infrastructure - Design software systems and data processes - DevOps - Contribute code - Team lead To apply generative AI to 3D, the team - Process and manage large 3D dataset for training neural networks - Build tools to curate and label training data - Scale up neural network training - Build and manage engineering infrastructure to support machine learning - Develop and productionize ML systems The team is additionally responsible for - Creating and managing of general infrastructure - Site reliability - DevOps Show less
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Twist Bioscience
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United States
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Biotechnology Research
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700 & Above Employee
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Staff Software Engineer
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Jun 2021 - May 2022
Building, deploying, scaling, and monitoring data-intensive applications on Kubernetes. Deploying ML models to production. Creating and maintaining data pipelines. Integrating backend systems. Devops and infrastructure. Building, deploying, scaling, and monitoring data-intensive applications on Kubernetes. Deploying ML models to production. Creating and maintaining data pipelines. Integrating backend systems. Devops and infrastructure.
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Chan Zuckerberg Initiative
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United States
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Non-profit Organizations
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400 - 500 Employee
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Software Engineer
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Jun 2020 - May 2021
Managed AWS compute resources as code (via Terraform) for multiple product teams. Deployed, scaled and managed workloads and services in Kubernetes. Built and improved CI/CD. Wrote a CLI tool in Golang for orchestrating cloud-based remote development environment. Managed AWS compute resources as code (via Terraform) for multiple product teams. Deployed, scaled and managed workloads and services in Kubernetes. Built and improved CI/CD. Wrote a CLI tool in Golang for orchestrating cloud-based remote development environment.
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Senti Biosciences
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United States
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Biotechnology Research
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1 - 100 Employee
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Senior Software Engineer
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Jul 2018 - Jun 2020
Built the company's data layer. Built a web-app data portal (React, Flask, Postgres) used internally by researchers. Worked with Biologists to design the data process for their experiments. Worked on image processing (segmentation and quantification) of large image files generated from IHC staining. Built the company's data layer. Built a web-app data portal (React, Flask, Postgres) used internally by researchers. Worked with Biologists to design the data process for their experiments. Worked on image processing (segmentation and quantification) of large image files generated from IHC staining.
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TripAdvisor
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United States
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Software Development
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700 & Above Employee
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Software Engineer
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Dec 2015 - Jan 2018
Developed various components of the back end infrastructure that handles high-volume traffic. Worked on full-stack development of a CMS used internally by a 80+ person team for curating hotel data. Created API adapters to integrate with third-party systems. Built ETL processes. Performed data exploration using Python and associated tools and libraries (e.g. Jupyter, pandas, scipy). Developed various components of the back end infrastructure that handles high-volume traffic. Worked on full-stack development of a CMS used internally by a 80+ person team for curating hotel data. Created API adapters to integrate with third-party systems. Built ETL processes. Performed data exploration using Python and associated tools and libraries (e.g. Jupyter, pandas, scipy).
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Cisco
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United States
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Motor Vehicle Manufacturing
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1 - 100 Employee
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Software Engineer
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Apr 2015 - Aug 2015
Built an abstraction layer on top of Linux's device mapper as part of a software stack for flash storage array system. Wrote and optimized build scripts for flash storage array system. Built an abstraction layer on top of Linux's device mapper as part of a software stack for flash storage array system. Wrote and optimized build scripts for flash storage array system.
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Rensselaer Polytechnic Institute
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United States
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Aug 2013 - Jun 2014
Worked with professor in course planning, evaluated student assignments, and assisted students in building web applications. Worked with professor in course planning, evaluated student assignments, and assisted students in building web applications.
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Union College
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United States
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Higher Education
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700 & Above Employee
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Union College Summer Research Intern
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Jun 2013 - Aug 2013
Synthesized novel chemical compounds and performed biological studies to test for anti-tumor activities. Synthesized novel chemical compounds and performed biological studies to test for anti-tumor activities.
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Union College Summer Research Intern
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Jun 2012 - Aug 2012
Synthesized and analyzed aromatic compounds in order to discover the multi-step process toward the total synthesis of hamigeromycin B. Synthesized and analyzed aromatic compounds in order to discover the multi-step process toward the total synthesis of hamigeromycin B.
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Education
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Rensselaer Polytechnic Institute
Master of Science (MS), Information Technology -
Union College
Bachelor of Science (BS), Mathematics and Biochemistry