Taavi Taijala
Software Engineer at Home Grown Host Homes
Eureka, California, United States
Summary
🤩
Rockstar🎓
Top SchoolTaavi Taijala is a software engineer and data scientist with 15 years of experience who blends academic rigor from a PhD program at the University of Minnesota with production ML work at Google and prior industry roles. He specializes in deep learning, Bayesian inference, and recommender systems, and has built and published MovieExplorer, a deployed tool for navigating latent product spaces that demonstrates his work on transparency and scrutability in recommenders. His background includes practical applied ML at Infinite Campus modeling student trajectories and dropout risk, and aerospace-grade ML and systems integration at Honeywell, showing a rare mix of research, product prototyping, and embedded systems experience. An active contributor to Django Packages, he focuses on backend performance and security improvements, and he intentionally pursues work with measurable social impact, particularly around fairness, accountability, and bias in ML.
15 years of coding experience
3 years of employment as a software developer
Bachelor of Arts (B.A.), Mathematics and French & Francophone Studies, Bachelor of Arts (B.A.), Mathematics and French & Francophone Studies at Humboldt State UniversityAssociate of Arts (A.A.), Behavioral Sciences, Associate of Arts (A.A.), Behavioral Sciences at College of the RedwoodsFrench Immersion Program, French Immersion Program at Aix-Marseille UniversityUniversity of Minnesota Twin CitiesFrench Immersion Program, French Immersion Program at International Language Schools of Canada
French, English
Github Skills (9)
query-tuning10
database-tuning10
query-optimization10
python10
django10
web-application-security10
database-optimization10
template-tags9
packaging9
Programming languages (4)
Github contributions (5)
djangopackages/djangopackages
Sep 2010 - Sep 2010
Django Packages is a directory of reusable apps, sites, tools, and more for your Django projects.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:139 commits in 4 days
Contributions summary:Taavi primarily focused on improving the Django Packages project's back-end functionality. Their contributions included optimizing database queries for category pages, removing unnecessary queries from template tags, and refactoring to reduce the number of queries across multiple pages. Furthermore, they implemented security enhancements in the usage view, addressing data leakage risks. The user's changes demonstrate a focus on performance optimization and security best practices within a Django web application.
pythondjangopackagingsitesdirectory
taavi223/samantha
Mar 2017 - Apr 2017
Contributions:35 pushes, 1 branch in 20 days
pythonrecommendermachine-learninggenericpredictor-server
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