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Jiansen Yin

@jiansenyin

Data science student building LLM research workflows and a desktop agent, with published clinical research in ophthalmology.

China
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At Shenzhen New Industries Ophthalmology New Technology Co., Ltd., I analyzed nationwide post-launch clinical research data and translated clinical feedback into product design principles and algorithm improvements. I also upgraded and packaged a previously shelved internal app for distribution.

At Hetao Institute of Mathematics and Interdisciplinary Sciences (Shenzhen), I independently designed a modular Auto-Research system for idea generation, paper writing, image generation, and figure extraction. I also prepared figures and drafted paper sections planned for submission to AAAI.

My research includes published work in Scientific Reports on orthokeratology lens fitting and visual quality, where I conducted comparisons and statistical analysis, implemented algorithms, and prepared results and the manuscript. I’m also developing a personal desktop agent with streaming ASR–LLM–TTS, long-term memory, screen reading, and tool-use capabilities.

Experience

Work history, roles, and key accomplishments

HS

Intern, Artificial Intelligence and Supercomputing Laboratory

Hetao Institute of Mathematics and Interdisciplinary Science

May 2026 - Aug 2026 (3 months)

Prepared figures and drafted sections for a paper planned for submission to AAAI. Surveyed open-source projects and designed a modular Auto-Research system, producing Docker images, backups, and documentation.

SL

R&D Engineer

Shenzhen New Industries Ophthalmology New Technology Co., Lt

Jan 2026 - May 2026 (4 months)

Analyzed and evaluated three years of nationwide post-launch clinical research data. Translated clinical feedback into product design principles and algorithm improvements, and revived a shelved internal app by upgrading and packaging it.

SL

Data Analysis Intern

Shenzhen New Industries Ophthalmology New Technology Co., Lt

Jan 2024 - Feb 2024 (1 month)

Used Python to clean and organize clinical instrument data, including missing-value handling, format standardization, and data validation. Designed data processing methods and algorithms for target-parameter calculation.

Education

Degrees, certifications, and relevant coursework

City University of Hong Kong logoCK

City University of Hong Kong

Master of Data Science, Data Science

2026 -

Pursuing a Master of Data Science degree, expected to complete in June 2027.

Southern University of Science and Technology logoST

Southern University of Science and Technology

Bachelor's degree, Data Science and Big Data Technology

2022 - 2026

Grade: 3.28/4.00

Completed a Bachelor's degree in Data Science and Big Data Technology with a GPA of 3.28/4.00.

Tech stack

Software and tools used professionally

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