Mindy Physics
Data Scientist & AI Developer Solutions Architect, Deep Learning, And Visualization
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolMindy Physics is a data scientist and AI developer-solutions architect with nine years of experience applying deep learning, data engineering, and visualization to healthcare, automotive, and research domains. With a PhD in nuclear and particle physics and hands-on experience building IoV cloud platforms and automated ETL pipelines, she bridges rigorous scientific thinking with production-grade ML systems. At The Clinician she improved data processing efficiency and user engagement through tailored ML models and advanced visual narratives, and previously architected real-time vehicle diagnostics and QA automation at Faraday Future. As a top-rated independent contractor she designed agent systems and tooling that cut analysis time by up to 40% for STEM and education clients, and consistently raised model quality through stringent labeling and anomaly detection. Comfortable in cloud-native AWS stacks, PySpark, Matlab automation, and dashboarding tools like Superset, she combines research-grade analytics with pragmatic engineering to deliver measurable impact. Colleagues find her unusual blend of nuclear-physics rigor and product-focused machine learning useful for turning complex data into actionable outcomes.
9 years of coding experience
Master of Science - MS, Experimental High-energy Particle Physics, Master of Science - MS, Experimental High-energy Particle Physics at National Taiwan UniversityPhD, Nuclear and Particle (Medium Energy) Physics , PhD, Nuclear and Particle (Medium Energy) Physics at Syracuse UniversityData Science, Data Science at Flatiron School
English, Chinese, Mandarin
Github Skills (24)
random-forest-classifier8
decision-tree-classifier8
twitter6
python4
decision-tree3
data-analysis3
random-forest3
data-science3
machine-learning3
big-data2
xgboost2
hdfs1
mapreduce1
jdbc1
java1
Programming languages (2)
Github contributions (5)
Jeffy892/project-2
Feb 2021 - Feb 2021
Big Data Analysis with Twitter Data
Contributions:3 PRs, 290 pushes in 6 days
data-analysispythondata-sciencetwitter-databig-data
renjmindy/210104-usf-bigdata
Jan 2021 - Jun 2021
Contributions:184 pushes, 1 branch in 5 months
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