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Ye Fan

Ye Fan

Research Assistant

Followers of Ye Fan264 followers
location of Ye FanMississauga, Ontario, Canada

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  • Timeline

  • About me

    Software and Machine Learning Engineer, Passionate about developing innovative tools to solve real problems

  • Education

    • University of Waterloo

      2020 - 2020
      Master of Engineering - MEng Electrical and Computer Engineering 93.67

      Courses: Methods and Tools for Software Engineering, Foundations of Software Engineering, Data and Knowledge Modelling and Analysis, Software Testing, Quality Assurance and Maintenance, Tools of Intelligent System Design

    • Huazhong University of Science and Technology

      2007 - 2011
      BS Environmental Engineering

    • Udacity

      2018 - 2019
      Machine Learning Engineer Nanodegree Machine Learning

      Supervised Learning, Unsupervised Learning, Deep Learning, Reinforcement Learning

    • University of Colorado at Boulder

      2011 - 2013
      Master of Science (MS) Environmental Engineering 3.77

  • Experience

    • Huazhong University of Science and Technology

      Sept 2008 - Jun 2011
      Research Assistant

    • University of Colorado at Boulder

      Mar 2012 - Dec 2012
      Research Assistant

    • Southern Nevada Water Authority

      Jan 2013 - Aug 2013
      Graduate Intern

    • Suntime Environmental Remediation Co., Ltd

      Jan 2014 - Jul 2017
      Project Manager & Environmental Engineer

    • Serve for China (NGO)

      Jul 2017 - Jun 2019
      Social Innovator for Poverty Alleviation

    • University of Waterloo

      Jan 2020 - Dec 2020
      Graduate Student

      · Methods and Tools for Software Engineering · Foundations of Software Engineering · Software Testing, Quality Assurance and Maintenance · Tools of Intelligence System Design · Data and Knowledge Modeling and Analysis · Algorithm Design and Analysis

    • Venngage

      Mar 2021 - Jan 2024
      Software Engineer

      - Infograph Automation Workflow: Developed a workflow for generating infographs, integrating LLM with templates based on user prompts.- Data Pipeline & Analytics:Designed an automated data pipeline for fetching user creation metrics.Implemented a lambda function for real-time ranking calculations.Strategized weekly product recommendations, achieving a 10.5% increase in creations from the recommended section.- Integration & Data Synchronization:Seamlessly integrated a newly developed Editor, running on a separate codebase and standalone database, into the main platform.Managed template publishing for the new editor.Coded a script for efficient data synchronization between two distinct databases across different environments.- Upload & Export Features:Introduced an upload menu for user image imports and a download panel for sharing designs.Pioneered a PowerPoint conversion feature, enabling users to export their designs as pptx files, which contributed to 5% of the total download volume. Show less

    • Veryon

      Mar 2024 - now
      Senior Software Engineer

      - Built a Retrieval-Augmented Generation (RAG) system for aviation manuals using AWS Kendra and Bedrock. Streamlined document chunking, vector embedding, retrieval, and answer generation with LangChain.- Prototyped an AI-based workflow to automate internal document processing, reducing manual workload.

  • Licenses & Certifications

    • Introduction to Robotics with Webots Specialization

      University of Colorado Boulder
      Jun 2024
      View certificate certificate

    • EdX Verified Certificate for Electronic Materials and Devices

      EdX
      View certificate certificate