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ljvmiranda921 committed Aug 17, 2024
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11 changes: 5 additions & 6 deletions LJMiranda_CV.tex
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% License : MIT
%------------------------

\documentclass[letterpaper,10pt]{article}
\documentclass[letterpaper,11pt]{article}

\usepackage{latexsym}
\usepackage[empty]{fullpage}
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{Explosion GmbH}{2021 -- 2023}
{Machine Learning Engineer, spaCy Team}{Berlin, DE}
\resumeItemListStart
\resumeItem{Authored spaCy's first technical paper that benchmarks the library's hash-embedding trick.}
\resumeItem{Developed annotation workflows for Prodigy, a data annotation tool, that integrates LLMs in core NLP tasks.}
\resumeItem{Improved spaCy's SpanCategorizer, a sequence labeling component, by adding new features and benchmarks.}
\resumeItem{Developed several open-source NLP tools such as \href{https://github.com/explosion/spacy-llm}{spacy-llm} (production LLM pipelines), \href{https://github.com/explosion/vscode-prodigy}{vscode-prodigy} (VSCode extension for data annotation), and \href{https://github.com/explosion/projects}{spaCy projects} (end-to-end NLP workflows for production).}
\resumeItem{Authored a technical paper on benchmarking spaCy's hash-embedding trick on span categorization and NER.}
\resumeItem{Developed human-in-the-loop and LLM annotation workflows for Prodigy, our data annotation product.}
\resumeItem{Built several open-source NLP tools such as \href{https://github.com/explosion/spacy-llm}{spacy-llm} (production LLM pipelines), \href{https://github.com/explosion/vscode-prodigy}{vscode-prodigy} (VSCode extension for data annotation), and \href{https://github.com/explosion/projects}{spaCy projects} (end-to-end NLP workflows for production).}
\resumeItemListEnd

\resumeSubheading
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\resumeItemListStart
\resumeItem{Developed several production-grade NLP applications for a major investment firm in Singapore.}
\resumeItem{Led a team to deliver a large-scale digitization project of government financial statements for The World Bank.}
\resumeItem{Automated building detection from aerial images for the largest telecommunications company in the Philippines.}
\resumeItem{Managed an internal team focused on document processing, digitization, and OCR.}
\resumeItemListEnd

\resumeSubheading
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