Mats Lunde
Data Scientist
Summary
Data Scientist with a passion for getting data to tell a story. I enjoy finding creative ways to answer questions and finding solutions using data. I am proficient at integrating datasources and developing machine learning pipelines with automated dashboards and reports.
Employment
| VACO @ Google |
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Data Scientist ·
Oct. 2020 to Current
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San Francisco
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- Led a team of analysts to create automated pipelines for reporting in 10+ projects using Python, SQL, JavaScript, and Google Apps Script
- Designed training data for several deep CNNs determining if images are suitable for advertisements
- Developed browser extensions and WebApps with JavaScript to streamline and standardize human data generation
- Implemented image recognition to detect duplicates, reducing the workload by 1000+ man-hours per week, and improving consistency from 96% to 100%
- Implemented stress tests to evaluate rater performance, resulting in an 18% increase in quality of training data
Education
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Hult IBS
Sept. 2019 to Aug. 2020
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M.S. Analytics
Dean's List
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University of Tromsø ·
Aug. 2013 to June 2019
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B.S. Applied Physics and Mathematics
Skills
Programming Languages:
Python,
SQL,
R,
Google Apps Scripts,
Bash,
MATLAB,
Mathematica,
JavaScript,
Scala
Frameworks/Libraries:
scikit-learn,
flask,
pandas,
Keras,
XGBoost,
seaborn,
numpy,
PySpark,
Spark
Tools:
Google Workspace,
Google Sheets,
Google Slides,
Tableau,
Google Datastudio,
PowerBI,
Linux,
Kali,
Microsoft Office,
Microsoft Excel,
Microsoft Powerpoint,
Git,
Airflow
Databases:
MySQL,
MongoDB,
NoSQL,
Graph
Courses and Certificates
| DataCamp · Data Analyst with Python |
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| DataCamp · Data Engineer with Python |
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| DataCamp · Python Programmer |
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| DataCamp · Data Scientist with Python |
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| DataCampData Analyst with SQL |
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| DataCamp · Machine Learning Scientist with Python |
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