Frank Lu Email and Phone Number
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Frank Lu is a Data Scientist | NLP in public health at Vancouver Airport Authority. He possess expertise in aws cloudformation, api development, distributed systems, amazon web services, data science and 24 more skills.
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Senior Data ScientistVancouver Airport Authority Mar 2023 - PresentRichmond, British Columbia, Canada- Develop an MLOps workflow that monitors model drifting, trains an ML calibration layer, and packages & deploys the ML layer using MLflow- Build a chatbot backed by Azure OPenAI for quick Q&A on internal documents- Construct a machine learning pipeline that predicts departure delay with 85% accuracy -
Data ScientistProvincial Health Services Authority Feb 2022 - Feb 2023Vancouver, British Columbia, Canada- Designed and deployed a machine learning pipeline as REST API that detects reportable cancer reports with 98% accuracy- Developed a Machine Learning pipeline that converts manual medical report classification into an automatic workflow using BERT NLP and RandomForest- Developed an orchestrated MLOps pipeline that automates data transformation, distributed hyperparameter tuning, model staging, and endpoint deployment -
Data ScientistUbc Data Science Institute Oct 2020 - Oct 2022Vancouver, British Columbia, Canada- Develop a Machine Learning pipeline that converts manual medical report classification into an automatic workflow using BERT NLP and RandomForest- Develop a cancer relapse predictor that ingests temporal medical event dataset and identifies high-relapsing-risk patients at 90% accuracy -
Nlp EngineerE-Comm 9-1-1 | Emergency Communications For British Columbia Incorporated Apr 2020 - Jul 2020Vancouver, British Columbia, Canada- Built end-to-end data pipeline and interactive web app that has been adopted by the client for streamlining 911 response procedures- Reduced redundant SOP files across police agencies using document clustering and topic modelling with NLP and Machine Learning- Improved document retrieval time by 80% by implementing a keyword search function with Gensim library and TF-IDF- Created concise and intuitive visualizations that convert emergency responder instructions into procedural maps -
Software Development Engineer IiExpedia Group Feb 2019 - Aug 2019Bellevue, Washington, United States- Designed and developed a metrics logging and visualizing service for the 2M+ transactions per second Global Pricing Engine- Formulated the data synchronization scheme for cloud-based and on-premise in-memory database clusters and reduced system error by 50%- Constructed a testing framework to detect errors in fundamental business logic in the early stage of product development -
Software Development EngineerAmazon Web Services Jul 2017 - Dec 2018Seattle, Washington, United States- Designed and built a cloud-based data pipeline that aggregates and synchronizes datacentre allocation strategies for 12 time zones- Implemented a signalling platform that pinpoints the error location along the data pipeline and improved failure response time by 20%- Created a data collection service that speeds up the retrieval of customer orders and vendor schedules by 50%- Collected and unified the requirements of customers and stakeholders and defined an API contract to be used across 4 teams -
Project EngineerVancouver Airport Authority May 2015 - Sep 2016Richmond, Bc- Integrated SCADA-over-TCP/IP with backup power suppliers to provide uninterruptible power to critical systems in airport- Coordinated YVR, BC Hydro and City of Richmond to upgrade the power and control systems for street lights- Held weekly meetings to track project progress, review change orders, and mediate between stakeholders to ensure a safe, timely and cost-effective delivery of projects
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Automation EngineerPowertech May 2014 - Apr 2015Surrey, Bc- Prepared a report for BC Hydro that analyzed the performance of various Voice-Over-Satellite solutions used in power grid automation- Set up wired and wireless VLANs with Cisco routers for testing and evaluating Smart Grid systems
Frank Lu Skills
Frank Lu Education Details
Frequently Asked Questions about Frank Lu
What company does Frank Lu work for?
Frank Lu works for Vancouver Airport Authority
What is Frank Lu's role at the current company?
Frank Lu's current role is Data Scientist | NLP in public health.
What is Frank Lu's email address?
Frank Lu's email address is fr****@****live.ca
What schools did Frank Lu attend?
Frank Lu attended The University Of British Columbia, The University Of British Columbia, British Columbia Institute Of Technology.
What skills is Frank Lu known for?
Frank Lu has skills like Aws Cloudformation, Api Development, Distributed Systems, Amazon Web Services, Data Science, Algorithms, S3, Matlab, Tensorflow, Scala, Nosql, Dynamodb.
Who are Frank Lu's colleagues?
Frank Lu's colleagues are Sei Ouchi, Bhav Sanghera, Terry Chou, Sonia Toor, Erin Wiskar, Pmp, Kimberley Hobbs, Crothers Chan.
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