AI-assisted research + strategy
Maritime Entry Research
Where are maritime drones being used in China, who buys them, and how can a supplier enter the market?
Public brief available
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Hello, I’m Jinyi Zhao
Shanghai, China · English / Mandarin
I turn complex research into useful products.
I’m Jinyi, a researcher and builder with a background in machine learning and economics. I use AI tools to turn research into working software, combining rapid iteration with careful review of the evidence.
Research into practice
Selected work
ML + robotics research
UAV Sandbox
A simulation platform for testing how drones sense obstacles, assess risk and plan routes.
Active research · Simulation only
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Applied ML + product
Job Copilot
A local app that matches job requirements to resume evidence and prepares application materials for review.
Open source · Local application
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From the notebook
Writing & notes
Why a company name is not enough
A design note on keeping organization roles attached to projects, and making every result traceable to its evidence.
Evidence of demand is not an open opportunity
A short note on why historical awards, operating evidence and live procurement belong in different categories.
Keep the evidence beside the score
What Job Copilot makes visible before a user trusts a summary assessment.
A little background
Curiosity, with something
to show for it.
My work connects applied machine learning, research and product development. I studied Cognitive Science and Mathematics–Economics at UC San Diego. Today, AI-assisted research and development are part of how I move from a question to a usable tool.
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Good questions lead to useful work.
Research, building something, or comparing notes.