Marco Ponza
Senior Research Engineer at Bloomberg
Stony Stratford, England, United Kingdom
Summary
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Senior🎓
Top SchoolMarco Ponza is a Senior Research Engineer with 11 years of experience specializing in building end-to-end machine learning systems for search, currently improving retrieval and ranking of financial documents for agentic systems at Bloomberg. He brings a research-first mindset from a PhD in entity-relatedness and entity-oriented search from the University of Pisa, combined with hands-on skills in model development, evaluation, deployment and production maintenance. Comfortable across the ML lifecycle, he focuses on practical, production-ready solutions that bridge research insights and scalable engineering. Based in Stony Stratford, he pairs deep domain expertise in information retrieval with an interest in applying those methods to agentic and finance-focused applications.
11 years of coding experience
Doctor of Philosophy - PhD, Doctor of Philosophy - PhD at Università di Pisa
Github Skills (21)
summarizer8
extraction8
reduction7
nlp6
information-extraction6
lsa6
summarization6
text-extraction5
natural-language-processing5
python5
fusion4
evaluation4
rpc3
numba3
migrate3
Programming languages (2)
Github contributions (5)
mponza/WikipediaRelatedness
Jul 2016 - Sep 2018
Contributions:314 commits, 17 pushes, 1 branch in 2 years 2 months
mponza/SalIE
Aug 2018 - Nov 2018
Salient Open Information Extraction
Contributions:69 commits, 1 push, 1 comment in 3 months
nlpextractionopen-information-extractioninformation-extractionnatural-language-processing
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