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Jiacheng Su

Boston, MA, USA

WORK EXPERIENCE
Boston University, Boston, MA May 2024 - Present
Research Assistant (On-going)
• Engineered a computer vision model to read electric meters in real-time, yielding an accuracy of 99%.
• Recruiting and uniting researchers from different departments with divergent backgrounds.
• Collected 800+ pictures of meters on the sites over Greater Boston, annotated them, and forged a database.
Shanghai Investigation Design & Research Institute, Shanghai, China Jul 2023 - Aug 2023
Artificial Intelligence Intern
• United with engineers to implement a vision system for 24-hour inspection robots, replacing enormous staffing.
• Developed a Computer Vision program recognizing gauges from images, providing a read within 0.1 seconds.
• Obtained 1 GB of training datasets from the internet, enhanced and reformatted to fit the industry environment.
• Leveraged Artificial Intelligence techniques, including object detection; enhanced the accuracy to above 99%.
ACADEMIC PROJECTS
Computer Vision over Mangrove Forests Sep 2024 - Present
• Constructing a machine learning model based on U-net that can distinguish mangrove forests from the environment.
• Prospecting empowering mangrove species differentiation and health evaluation with AI tools and satellite images.
Reservoirs, Micrometeorology, and Vegetation Jan 2024 - May 2024
• Proposed a theory on the influence of reservoir construction on surrounding microclimate and vegetation conditions.
• Designed variable-controlled observations on modeled micrometeorological parameters and satellite image pixel values
over eight major new reservoirs in the US.
• Demonstrated the significant impact of reservoirs on local meteorology, while predictive models are yet unfeasible.
• Illustrated the strong induction of reservoirs on long-term forest growth using composited and classified images.
Lobster, Environment, and Economy Sep 2023 - Dec 2023
• Researched fishery data, sea surface temperatures, and the lobster market over a six-million-acre area.
• Inspired teammates to formulate a model that estimates lobster quantities based on fishery activities from 1998 to 2018.
• Produced two animated maps and one static map; illustrated the strong correlation between rising water temperatures
and a surge in the lobster population in the Gulf of Maine.

Jiacheng Su

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