# Frederick F.

> Software Engineer

Location: Brisbane, California, United States
Profile: https://flows.cv/frederickf

Thinking starts from the first principle.

## Work Experience
### Software Engineer @ Allstate
Jan 2023 – Present | San Francisco Bay Area
•       Design and implement robust, scalable, and maintainable test automation tool using Selenium, Coda, and PyTest to increase the test coverage and reduce testing time. 
•	Collaborate with the DevOps team to integrate automation tests into the CI/CD pipeline for better code quality and functionality. 
•	Work closely with developers, QA managers and release engineers for regular cycle, off-cycle and hotfix release process to ensure production level code functionality and stability.
•      Craft comprehensive test plans, test cases and test strategies based on product requirements, ensuring thorough coverage and high-quality deliverables.

### Software Engineer, Fullstack @ Chuwa America Corporation
Jan 2022 – Jan 2023
•       Designed a full stack application that integrates 10+ existing services and released the management team’s productivity by just using a single platform in a stable and reactive view and significantly improved the workflow. 
•	Crafted a dynamic dashboard for employee data visualization, complete with advanced sorting capabilities, enabling managers to filter and view various data forms per specific criteria. 
•       Deployed web applications with Docker in an EC2 instance at Amazon Web Service.

### Software Engineer @ TeleTracking
Jan 2022 – Jan 2022 | Pittsburgh, Pennsylvania, United States
•	Building and operating resilient services that are observable with key metrics and visualize them 
        in Grafana dashboards
•	 Leveraging AWS services such as Lambda, EKS, S3, EC2, RDS
•	Designing and writing HTTP and RESTful APIs
•	Designing reusable deployment pipelines in Spinnaker using kustomize and pipeline templates
•	Researching, evaluating, implementing, and operating extensions to delivery platform

### Machine Learning Intern @ STEM-Away
Jan 2021 – Jan 2021
•	Wrote Python script to scrap text from online databases, filter sentences that contains biomedical terminology and export them into CSV file.
•	Implemented sparse dependency matrix and transform into the form that fits the biclustering algorithm.
•	Assisted to revise existing biclustering implementation for better performance.
•       Collaborated with the ML researchers and front end engineers to build a single page web application that integrates the ML model and provide API endpoints.

### Statistics Tutor @ UC Berkeley College of Letters & Science
Jan 2017 – Jan 2017
Topics mainly on Probability, Discrete Mathematics and Linear Algebra.
Tasks:
•	Coordinated weekly tutor sessions and provided one-on-one tutoring to students.
•	Leading study groups and making review worksheet for students. 
•	Presenting conceptual review sessions before deadweek.


## Education
### Master of Science - MS in Computer Engineering
New York University

### Bachelor of Arts - BA in Data Science
University of California, Berkeley


## Contact & Social
- LinkedIn: https://linkedin.com/in/frederick-f-b70396133

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Source: https://flows.cv/frederickf
JSON Resume: https://flows.cv/frederickf/resume.json
Last updated: 2026-03-29