Wenuka Gunarathna

Machine Learning Researcher at AlpVision

Vevey, Vaud, Switzerland
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Summary

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Senior
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Wenuka Gunarathna is a machine learning researcher and engineer with a decade of experience building and deploying AI-driven trading models while pursuing a Master’s in Computer Science (Data Analytics) at EPFL. At AlpVision she progressed from intern to leading an independent portfolio optimization project that produced positive alpha in out-of-bag tests and live simulations and is being prepared for live trading. She pairs a strong engineering foundation from a first-class BSc in Electronics and Telecommunication Engineering with business acumen from a CIMA Advanced Diploma in Management Accounting. Wenuka blends research rigor from multiple EPFL research roles with hands-on product delivery, often iterating model architectures and extending solutions to new asset classes. Based in Vevey, she is comfortable reporting directly to executives and translating quantitative research into production-ready systems. Her background as a founder and international research experience hint at a pragmatic, entrepreneurial approach to solving complex ML problems.
code10 years of coding experience
job4 years of employment as a software developer
bookHigh School, High School at Ananda College - Colombo 10
bookRahula College - Matara
bookMaster's degree, Master's degree at EPFL (École polytechnique fédérale de Lausanne)
bookBachelor’s Degree, Bachelor’s Degree at University of Moratuwa
bookAdvanced Diploma in Management Accounting (CIMA Adv Dip MA), Advanced Diploma in Management Accounting (CIMA Adv Dip MA) at The Chartered Institute of Management Accountants
languagesEnglish, Sinhala, French
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17answers
13questions
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Github Skills (67)

tensorflow-lite10
hyperparameter-tuning10
data-versioning10
mobilenet10
visualizer10
keras10
ai9
api9
cli9
python9
deep-learning9
hyperparameter-optimization9
collaboration9
machine-learning-models9
visualization9

Programming languages (5)

JavaC++JavaScriptJupyter NotebookPython

Github contributions (5)

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Wenuka/roadSegmentation

Dec 2019 - Dec 2019

Contributions:4 commits in 22 days
Contributions:34 pushes in 1 year 5 months
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Wenuka Gunarathna - Machine Learning Researcher at AlpVision