Xinghang Sun

Xinghang Sun Email and Phone Number

Software Engineer and Co-Founder @ PlatformAI
San Jose, CA, US
Xinghang Sun's Location
Fremont, California, United States, United States
About Xinghang Sun

I am currently pursuing my Computer Science MS at Columbia University. I'm passionate about designing algorithms and conducting machine learning.I had a part-time job as a research assistant at Columbia. I designed training of deep neural network on the ImageNet dataset in hours. I then proposed a novel model-parallel deep neural network, spectral tensor layer, consisting of a number of small and weak subnetworks. In the spectrum domain, subnetworks were trained in an asynchronous parallel manner.I'm familiar with python, java, C, and different types of machine learning, such as reinforcement learning, deep learning, and supervised learning.I'm also an expert in Excel simulation and database operations.

Xinghang Sun's Current Company Details
PlatformAI

Platformai

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Software Engineer and Co-Founder
San Jose, CA, US
Website:
platformai.org
Employees:
4
Xinghang Sun Work Experience Details
  • Platformai
    Software Engineer And Co-Founder
    Platformai
    San Jose, Ca, Us
  • Eth Tech
    Back-End Software Engineer
    Eth Tech Sep 2023 - Dec 2023
    -Developed a Java Spring Boot scheduling system to extract Cryptocurrency data from multiple exchanges, convert it into a custom format, and load it into a MySQL database on AWS RDS.-Enhanced software reliability by identifying potential system vulnerabilities, implementing JUnit Integration and Performance testing, and promoting best practices within the team.-Created system design documentation including data schema, API interface logic, and physical design.-Implemented a CI/CD pipeline using GitHub, Jenkins, and AWS EC2 for efficient code deployment.
  • Kuaishou Technology
    Back End Engineer
    Kuaishou Technology Jun 2023 - Sep 2023
    Beijing, China
    Key achievements:-Enhanced the Jubao service by leveraging C++, an object-oriented, feature-based service framework, resulting in a more robust support system for a multitude of vertical strategy needs, including but not limited to rough rank, precise rank, various quality models, and intricate similarity calculations. This development created a more streamlined, efficient, and adaptable service to cater to diverse project requirements.-Participated in developing both online and offline feature engineering pipelines. Through this, I was able to significantly improve the precision and performance of the Search/Recommend feature, leading to more accurate search results and recommendations and hence, a better user experience.-Implemented various technologies to improve the system's efficiency, including Redis for caching, enhancing speed and responsiveness, Kafka for distributed streaming, ensuring high throughput and fault tolerance, and RPC/gRPC services for effective communication. This augmented the system's data-handling capacity and contributed to overall performance enhancements.-Contributed to developing and optimizing high-throughput systems capable of handling up to 800,000 queries per second (QPS). This level of performance ensured seamless service to our vast daily user base, which numbers over 370 million. The experience has given me a deep understanding of building scalable systems capable of withstanding heavy loads while maintaining efficiency.
  • Dalian Cloud Data Technology
    Front-End Engineer
    Dalian Cloud Data Technology Dec 2022 - Feb 2023
    Dalian, Liaoning, China
    As a front-end engineer, I was responsible for writing reliable codes and designing relevant frameworks. Key achievements:-Designed and implemented the homepage interface of the Yinchuan economic development zone service platform with vue3 and JavaScript. -Developed and tested a framework for finding companies in areas users circled on the Baidu map with vue3, JavaScript, and the Baidu map platform.
  • Columbia Engineering
    Research Assistant
    Columbia Engineering Sep 2021 - Nov 2022
    New York, New York, United States
    Key Achievements :-helped the open-source project FinRL achieve 8,100stars (top 1%) on Github.-published a poster "Spectral tensor layer for model-parallel deep neural networks.", including Z. Wang, Z. Xia, and X.-Y. Liu, published on the second Workshop on Quantum Tensor Networks in Machine Learning, NeurIPS 2021.-published paper: B. Gort, X. -Y. Liu, Xinghang Sun, Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting, ACM ICAIF Workshop on Benchmarks for AI in Finance, 2022.

Xinghang Sun Education Details

Frequently Asked Questions about Xinghang Sun

What company does Xinghang Sun work for?

Xinghang Sun works for Platformai

What is Xinghang Sun's role at the current company?

Xinghang Sun's current role is Software Engineer and Co-Founder.

What schools did Xinghang Sun attend?

Xinghang Sun attended Columbia University In The City Of New York, Columbia Engineering, Bard College At Simon's Rock.

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