Selected Employment
DOMINO DATA LAB
San Francisco, CA
Senior Software Engineer
Feb 2020 - Current
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Using Scala, Typescript, Python, MongoDB, Kubernetes, Docker, and
Shell to build enterprise Data Science tooling.
TESLA
Palo Alto, CA
Data Scientist, Power Electronics
Sept 2017 - Aug 2019
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Lead Python-based statistical analysis on the Model 3 drive
inverter, resulting in a 3x improvement in semiconductor reliability
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Drove a 20% improvement in weekly yield by creating and automating
detailed visibility reports into problem areas on the drive inverter
manufacturing line using Python, Matplotlib, Bokeh, and Apache
Airflow
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Created and maintained an application suite for reliability,
manufacturing, and design tooling used by Power Electronics,
Reliability, Manufacturing and Firmware teams with Python, Flask,
HTML/CSS, MySQL, MongoDB, Docker, and Ansible
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Created and maintained Python packages for Weibull reliability
analysis, state space thermal modeling, and quantification of wear
accumulation for specific vehicle failure modes
Drive Systems Intern
June 2016 - Sept 2016
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Implemented reliability-driven driver data transform model in
Python, simulating driver behavior in unreleased vehicles using
behavior in existing vehicles
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Created final exploded views for the Model 3 drivetrain using CATIA
LANDYACHTZ LONGBOARDS
Vancouver, BC
Engineering Design Intern
Jan 2016 - June 2016
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Designed and manufactured testing apparatus and prototyping
hardware, including Arduino-controlled force applicator, 3D printer,
and standards of quality control applied to 4k+ products/yr
Education
THE UNIVERSITY OF BRITISH COLUMBIA
Vancouver, BC
B.AS., Mechanical Engineering
Sept 2012 – May 2017
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Dean’s Honor List every year; co-created and lead a Data Science
club 2016 - 2017
RECURSE CENTER
Brooklyn, NY
Recurser
Sept 2019 - Dec 2019
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12-week self driven programming retreat focusing on foundations of
Computer Science, Statistics, Probability and Software Engineering
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Documented at
theleo.zone
Skills and Interests
- Data Science & Engineering
- Python, Pandas, Numpy, Scipy
- Git, SVN
- Hadoop, Spark, Pyspark
- Bash/Shell
- SQL (MySQL, Presto, Spark SQL)
- Docker, Docker Compose
- Ansible
- NoSQL, MongoDB
- Apache Airflow
- Matplotlib, ggplot2, D3
- MATLAB, Octave
- Responsive HTML, CSS
- Javascript, Typescript
- Flask, React
PERSONAL PROJECTS
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colorcontroversy.com, covid19medstudents.ca
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Built web scraper in Python that emailed me when apartments within
my price range and location preferences were posted
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Created my own mini version of Mint in Python to assist in my
financial planning and budgeting
MECHANICAL ENGINEERING
- Parts & Fastener Specification
- Machining
- MIG Welding
- CAD/CAM/G-Code
- Soldering
- 3D Printing
- CNC Machining
- Arduino/C++
- CATIA
- Solidworks
- Google SketchUp
- FreeCAD
INTERESTS
- Surfing
- Explorable Explanations
- 3D Printing
- Tumbling, Hand Balancing
- Indoor Climbing (Bouldering)