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Kenneth Huang is listed as ML Engineer | AWS | Data Science based in San Francisco Bay Area, United States. AeroLeads shows a matched LinkedIn profile for Kenneth Huang.
Kenneth Huang previously worked as Machine Learning Engineer at Carerev and Associate Machine Learning Engineer at Carerev. Kenneth Huang holds Bachelor'S Degree, Physics from Uc Santa Barbara.
Machine learning engineer with expertise in AWS and recommender systems. Skilled in Python, Spark, SQL, AWS, serverless architectures, data analytics, and production monitoring.
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Los Angeles, California, Us
• Optimized the lambda/sqs inference pipeline to reduce both costs and latency for recommender predictions by over 90%• Developed an automated credentialing process using OCR, NLP, and web scraping to verify documents in under 10 seconds• Reduced the false rejection rate of the credential verification pipeline by 33%~ and improved f1 score by 35%~, saving 90+ hours per month in the professional onboarding process
Los Angeles, California, Us
• Conceptualized, developed, and deployed company's first ML-driven ranking/recommender system (XGBoost model) within 9 months, leveraging AWS for preprocessing and inference, H2O.ai for training, and CometML for monitoring and experimentation• Drove a 50%+ increase in mobile app shift impressions within the first month of recommender's launch• Led end-to-end development of: - Airflow & Glue pipelines, for building viable classification training datasets (TB sized) to RDS - SageMaker & CometML training pipelines, for fast experimentation, reporting, and tuning - Training, tuning, testing, and releasing a recommender model from 0 data to prod - Lambda & SQS inference pipelines, to produce (fan-out) millions of near-real time predictions (candidate generation, feature engineering, invoke model, relay to backend)
Menlo Park, Ca, Us
• Analyzed accuracy of internal data labeling efforts using Bento and Jupyter dashboards• Designed and validated OCR templates to ensure accurate invoice parsing, driving automated spend classification at scale
San Jose, California, Us
• Revamped excel workflows using Python to automate quarterly forecasting analysis, reducing manual labor by over 50 hours per month
Santa Barbara, Ca, Us
• Designed lower-division, scientific computing labs with a team of undergraduate physicists• Implemented a python toolkit for experiments involving I2C sensors, Raspberry Pi, and Lagrangian mechanics
Tampa, Florida, Us
• R&D an Android app for facial recognition with the objective of deploying program to clients in populous war zone areas
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Kenneth Huang is listed as ML Engineer | AWS | Data Science.
Kenneth Huang is based in San Francisco Bay Area, United States.
Kenneth Huang has worked for Carerev, Meta, Kioxia America, Inc., Uc Santa Barbara, and Sofwerx.
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Kenneth Huang holds Bachelor'S Degree, Physics from Uc Santa Barbara.
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