Carolina Arriaga

Data Scientist

  • Degree in engineering physics with 8 years of experience in applied engineering and data analysis.
  • Inventor of an innovative hybrid twist tray ice maker technology for Whirlpool.
  • Founder of Kolben Tech, a key in hand solar panel business with over 80 installations.
  • Certified in systems design, Six Sigma Black Belt and project management.
Location
San Francisco, California, United States
Email
Phone
(415) 769-7012
Website
https://caroarriaga.com
Twitter
thecaroarriaga
LinkedIn
Carolina Arriaga
Spotify
Radio Horror
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Experience

present

Data Science Consultant and Founder at Progressive Emergence

Highlights

  • Author of a research paper for IEEE EDUCON 2020 on evaluation of quality decision-making and applied sentiment analysis.
  • Extracted, analyzed and visualized data from the Edible Schoolyard Evaluation Report 2016 for an NYU research paper.

present

Volunteer Co-Managing Director at Girls in Tech - San Francisco

Highlights

  • Created a dashboard to monitor Girls in Tech goals, financial health, and member engagement.
  • Created an internal SQL database connected to our events information API.

Senior Integration Engineer, Cooling at Whirlpool's Center of Innovation and Technology (CETEC)

Highlights

  • Ran multi-variate experiments, evaluated long-term trends, and created regression models to predict behaviour and optimize products.
  • Led and managed energy and regulatory roadmaps for three regions: US, MX, and EMEA.
  • Saved 9M by leading product model reductions in SxS refrigerators.

Engineering Manager, Founder at Kolben Eco-Technologies

Highlights

  • Led product implementation of 100kW solar power plant through business analysis, and design.
  • Led energy efficiency audit for US Court building in McAllen, TX within 3 month period.

Education

Master candidate in Information and Data Science from University of California, Berkeley

Courses

Online Degree in Data Science from Zenva Academy

Courses

B.Sc. in Engineering Physics from Tec de Monterrey

Courses

Certificate in Architecture and Systems Engineering from MIT ProX

Courses

Certificate in Professional Project Management from UBC Sauder School of Business

Courses

Certificate in Six Sigma Black Belt from Whirlpool Corporation

Courses

Publications

Hybrid twist tray ice maker by USPTO

Inventor of an innovative heat exchanger design for fast ice making. Publication number US 20190271496.

Teaching decision making in engineering using a multi-attribute approach and ship design by IEEE

The work evaluated the knowledge and tools that facilitate quality decision-making in a Fluid Mechanics capstone project.

Languages

Spanish
Fluency:
English
Fluency:
Italian
Fluency:
German
Fluency:

Skills

Product Design
Level:
Keywords:
  • Design thinking
  • dFMEA
  • Process capability
  • Design of experiments
  • Components of variance
  • Root cause analysis
Data Analysis
Level:
Keywords:
  • Data mining
  • Data cleaning
  • Descriptive statistics
  • Predictive modeling
  • Optimization
Statistical Modeling
Level:
Keywords:
  • Linear/logistic regression
  • Tree-based Models
  • Random forest
  • Bagging
  • Boosting
  • KNN
  • K-means clustering
  • Hypothesis testing
Computer programming
Level:
Keywords:
  • JMP
  • Python
  • R
  • SQL
Visualization tools
Level:
Keywords:
  • Tableau
  • SAS
  • Looker
Web Development
Level:
Keywords:
  • HTML
  • CSS

Volunteer

present

Founder and President at Board Games Monterrey

Highlights

LatinX Fest Steering Commitee Member at Latinas in Tech

Highlights


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