Heli Huhtilainen

Data Scientist

Helsinki, Finland
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Summary

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Senior
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Heli Huhtilainen is a Data Scientist based in Helsinki with eight years of industry experience transitioning from billing and software development into machine learning and NLP. After earning a MSc in Computer Science from the University of Helsinki, she applied her full-stack background at Kesko to bridge production engineering and data-driven solutions, now focusing on building applied deep learning systems. Her career path—from invoicing and credit management at Elisa to junior and full-stack developer roles—gives her a practical appreciation for product workflows and reliable deployment. She combines hands-on engineering with research-grounded expertise in NLP, and is motivated to turn advanced models into useful customer-facing applications. An uncommon strength is her early training in fashion design, which contributes a design-minded perspective to user-centric ML solutions.
code9 years of coding experience
job5 years of employment as a software developer
bookMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of Helsinki
bookBachelor’s degree, Fashion/Apparel Design, Bachelor’s degree, Fashion/Apparel Design at Southampton Solent University
bookBachelor’s degree, Fashion, Bachelor’s degree, Fashion at JAMK University of Applied Sciences
languagesFinnish, English, Swedish, French
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Stackoverflow

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Github Skills (21)

node-neo4j10
visjs9
neo4j9
typescript-react8
graph8
full-stack8
cicd7
typescript7
hsl7
react5
trains5
frontend5
cypress4
backend4
classification3

Programming languages (7)

TypeScriptJavaJavaScriptHTMLJupyter NotebookProcessingPython

Github contributions (5)

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apndx/ScentGraph

Jan 2020 - Feb 2022

Solo project for Helsinki University FullStack course. Scent collection application, where users can add scents and view them in a graph. Tecs: TypeScript - React - Node - Neo4J - Vis.js - Cypress
Contributions:213 commits, 154 PRs, 216 pushes in 2 years 1 month
cypressfull-stackgraphnode-neo4jtypescript-react
apndx/FullStack

Nov 2018 - May 2023

Exercises for FullStack course at Helsinki Uni. Tecs: JavaScript - React - Node.js - Redux - MongoDB - Cypress - GraphQL
Contributions:30 PRs, 182 pushes, 21 branches in 4 years 6 months
reactnode-jsjavascriptexpresscypress
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