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Machine Learning Full-Stack Developer

Location:
San Francisco, CA, 94118
Posted:
August 05, 2024

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Resume:

San Francisco

California Elena Meng +1-669-***-****

******@****.*****.***

Work Experience

Full-Stack developer BonCamel Inc. 2024/04 – 2024/08 Project: Influencer Tracker (New York)

• Integrated a Flask, MongoDB with advanced indexing and aggregation for robustness, scalability, and optimized performance.

• Integrated three.js for advanced WebGL-based 3D rendering, enhancing interactivity.

• Automated build, test, and deployment processes on AWS EC2 using Jenkins and GitHub Actions, ensuring efficient and reliable CI/CD pipelines. Full-Stack Engineer Hengan Jiaxin 2015/07 – 2017/10 Project: IDC systems

• Implemented a scalable big data system to manage and visualize millions of records.

• Optimized database interactions with JPA and MyBatis, improving performance by 30%.

• Enhanced the front-end with AngularJS, adding custom improvements for real-time Echart interactions.

Projects

Back-End developer Gomoku AI Open Source

• programmatic: Leveraged C++ to implement a sophisticated game tree algorithm

• multithreading: Optimized the AI's computational efficiency through multithreading

• data: Git-based version control to manage the project’s extensive data

• technology: HTML/CSS/JavaScript, Python, C++, Shell, Git, Multithreading iOS Developer Images Learn 2023/09 - 2023/12

• real-time: Instant updates in study groups via Firebase for dynamic learning

• multithreading: Allows simultaneous processing of image uploads, text-to-speech

• adapt: Implemented algorithms to generate targeted aims based on past errors

• technology: ChatGPT API, LLM, iOS development, SwiftUI, Swift Full-Stack Developer HighLytr 2023/06 - 2023/08

• adaptable: Used a visual demo to make vague requirements clearer

• modular: Integrated Flask with React to create a complete email verification system

• OAuth: Utilized Google OAuth2.0 enabled users to log in swiftly

• technology: Flask(Python), PostgreSQL, Google OAuth, RESTful API, React, Figma Skills

• Programming Languages: Java(Proficient), Python, Swift, C/C++, JavaScript/HTML/CSS

• Frameworks & Technologies: SpringBoot, Flask, ReactJs, Restful API, NodeJs, NoSQL, SQL

• Development: Visual Studio, Xcode, Eclipse, IntelliJ IDEA, PyCharm Education

San Francisco, US University of San Francisco 2022/08 – 2024/12

• M.S in Computer Science (Machine learning,Program analysis) Chengdu, China Sichuan University 2011/09 – 2015/06

• B.S in Electric Information



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