Eder Martins
Staff Machine Learning Engineer at netLex
Porto, Porto, Portugal
Summary
👤
Senior🎓
Top SchoolEder Martins is a Staff Machine Learning Engineer based in Porto with 11 years of experience building large-scale recommendation and search systems that bridge theoretical rigor and production impact. He has driven multi-objective ranking, image-based product embeddings, and real-time personalization at FARFETCH, delivering measurable uplifts in conversion and gross profit while engineering models to serve high RPM with low latency. At SEEK and Catho he led recommender and search improvements that materially moved marketplace KPIs, and earlier roles show full-stack and streaming experience from Java to Apache Storm. Now focused on connecting generative AI with contract lifecycle management at netLex, he combines deep algorithmic foundations (MSc in Computer Science) with hands-on deployment experience across Python, Go and Scala. Colleagues describe him as someone who turns research-grade models into resilient, traffic-ready systems that improve business metrics.
11 years of coding experience
11 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Universidade Federal de Minas Gerais
Portuguese, English
Github Skills (45)
flask-extensions9
flask-restful9
mapper9
marshmallow9
flask-api9
pip8
api-framework8
flask8
odm8
api8
api-documentation8
binder8
jupyterlab8
jupyterhub7
jupyter7
Programming languages (3)
Github contributions (5)
ederfmartins/spojrec
Aug 2014 - Dec 2014
Contributions:70 commits in 4 months
ederfmartins/uai
Mar 2017 - Jul 2017
Contributions:33 commits, 8 PRs, 12 pushes in 4 months
imperativeimperative-programmingimperative-programming-languageuaifor-fun
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