Allen Cheung

Experience

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  Kumon Math Learning Ctr

  Jan 2017 - Feb 2019

  Tutor

  Provided one-on-one instruction to students who are working to improve their academic performance.

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  MetroWest YMCA

  Jun 2019 - Sept 2022

  Lifeguard

  Warns YMCA Members of danger and enforces pool regulations and water safety policies. Administered first aid in the event of injury, rescued swimmers in danger, and administered CPR when necessary.

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  Worcester Polytechnic Institute

  Sept 2021 - Sept 2024

  Pioneered the development model for GPR data analysis, achieving a 6% error rate in soil moisture estimation, surpassing existing benchmarks by 10%Enhanced models using CUDA and TensorFlow/Keras, using Conv1D layers and regularization, leading to a 12% increase in predictive accuracyEngineered a Graph Neural Network modeling relationships between soil layers, with an 8% improvement in moisture prediction across varying depthsCo-authored award-winning publication in IEEE ORSS 2023 “Data-Driven Soil Water Content Estimation at Multiple Depths Using SFCW GPR”Collaborated with three undergraduates and a radar expert to work on and build a Frequency-modulated continuous-wave radar. Show less

  • SoilX

    Oct 2022 - Sept 2024

  • Human Computer Interaction Lab Student

    Sept 2021 - Dec 2022
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  Charles River Laboratories

  May 2023 - Aug 2023

  Sales & Marketing Data Analyst for Research Models & Services

  As a Sales & Marketing Data Analyst Intern at Charles River Laboratories' Research Models & Services Division from May 2023 to Present, I integrated over 20 disconnected data sources into unified Salesforce dashboards to fuel a 10% increase in business growth through superior analytics. Leveraging data validation, modeling and compelling visualizations that enhanced executive decision-making by over 30%, I spearheaded pricing and segmentation analysis projects expected to drive 8-12% higher conversion. This internship enabled me to create significant value by resolving data inaccuracies and delivering clear data-driven insights tailored to sales and marketing priorities. Show less

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  Charles River Laboratories

  May 2024 - now

  Data Analyst for Research Models & Services

  Led the development of a Python-based application pulling over 10 million NIH API records, enhancing data manipulation efficiency by 50%Refined geospatial accuracy by 30% using parallelized geocoding, persistent caching and advanced error handling, reducing processing time by 40% Began integration of a comprehensive system using CNNs to determine who and when customers should be contacted