Heather (Pei-Chun) Chen Email & Phone Number

San Francisco Bay Area

San Francisco Bay Area

Kiavi, a series E fintech start-up, offers residential real estate investors a full-service platform that leverages tech, data, and AI/ML to finalize loans with paramount speed and ease.My scope spans Data (data science & analytics, risk science & analytics, MLOps/engineering, data engineering) and Platform. Spearheading ML/AI initiatives that improve.

Menlo Park, California, United States

Defined the vision, roadmap & strategy for JLL Jet (previously JiLL), a one-stop-shop B2B2C workplace experience application/AI assistant, integrating with 20+ systems to centralize workflows/data for employers and simplify hybrid work days for employees with personalized experiences, e.g. seeing who’s in your offices & when, auto classifying work orders.

Menlo Park

Mountain View, CA

Worked on Cloud Talent Solution (aka. CTS: https://cloud.google.com/solutions/talent-solution/), Google’s first AI solution in the $400 Bn recruiting market. CTS encompasses enterprise APIs leveraging AI to match employers with candidates and has 4000+ customers including CareerBuilder, FedEx, JnJ (case study shows 45%+ click-throughs & 41%+ high-quality.

Mountain View

Developed machine learning (ML) models utilizing deep learning and natural language processing to structurize job postings (patent filed: Systems and Methods to Improve Job Posting Structure and Presentation; https://goo.gl/tPfsfc), extract important job entities such as experience requirement (patent filed: increasing dimensionality of data structures.

Mountain View

Building Google Cloud Jobs API (https://cloud.google.com/jobs-api/).

Stanford

Built a machine reading system; capabilities included answering questions requiring complex reasoning and understanding of the relation between entities/events in paragraphs involving biological processes. Demonstrated question answering with a rich structure representing the bioprocess predicted improved accuracy. Awarded best paper at 2014 Empirical.

Palo Alto

Analyzed terabytes of daily data collected from the display Ad exchange platform using Hive, Hadoop and R.Defined key performance indicators to monitor AdTech’s ability to extract maximum value from current supply channels (millions of publishers’ websites) and demand programs (campaigns from bidders).Automated the process from Hive queries, R.

Taiwan

Led the Continuous Integration (CI) Automation team in designing a CI framework utilizing Jenkins.Linked Jenkins with an IBM Configuration Management Version Control repository, set up a simulation environment on a server, automated the build and unit/functional test processes, utilized gcov/lcov tool and log parser to analyze code coverage and test.

Taiwan

Supervised an energy project. Analyzed the energy market, policies and key local customers such as TSMC, Maxxis, China Steel, etc., found and coordinated with potential partners including scholars, experts in energy foundations and industries.Proposed a business plan including possible future partners and a detailed cooperation model which was accepted by.

Taiwan

Analyzed products such as the Camera SoCs by Ambarella Inc. and the set-top box processors by Zoran Corp. to help design SoC.Instructed members of the Marketing Department regarding hardware architecture and technical terms in product specifications to help stimulate ideas for marketing products.

Master Of Science (M.S.), Electrical And Electronics Engineering, 4.0

Track: computer software systems. Research assistant on Natural Language Processing group, advisor: Chris Manning Selected Courses.

Bachelor Of Science (B.S.), Electrical And Electronics Engineering, 4.0

Activities and Societies: Member of Creativity and Entrepreneurship ProgramPresidential Award (overall ranking: 9/270) Selected Courses.