Mary Newhauser
Member Of Technical Staff at Fastino Labs
Berlin, Germany
Summary
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Rockstar🎓
Top SchoolMary Newhauser is a Member of Technical Staff based in Berlin with five years of experience building production ML systems and applied NLP, currently focused on developing state-of-the-art SLMs at Fastino Labs. Her background spans fine-tuning LLMs and embedding models, agentic and advanced RAG pipelines, and deploying models and workflows (n8n, RunPod) from prototype to impact. Previously she led NLP and extreme multi-label classification efforts at Wiley-VCH—creating hundreds of journal classifiers and SPECTER-driven trend analyses—and produced high-visibility how-to content and notebooks at Weaviate. Trained in psychology, she blends human-centered insight with rigorous ML engineering, mentoring analysts and turning research embeddings into practical product features. Notably, she pairs hands-on model fine-tuning with content engineering that consistently ranks in search and drives social engagement, showing an unusual knack for both technical depth and developer-facing communication.
5 years of coding experience
7 years of employment as a software developer
Bachelor of Science (B.S.), Psychology, Bachelor of Science (B.S.), Psychology at University of Wisconsin-Madison
Spanish, German
Github Skills (73)
datasets10
fairness-ml10
markdown10
convert10
ai10
html10
nlp10
developer-tools10
active-learning10
xlsx10
docx10
weak-supervision10
weakly-supervised-learning10
langchain10
pdf-to-text10
Programming languages (4)
Github contributions (5)
m-newhauser/distilbert-senator-tweets
Oct 2021 - Mar 2022
A bare-bones Streamlit demo app that determines whether a tweet leans Republican or Democratic.
Contributions:93 commits, 23 PRs, 42 pushes in 4 months
nlpdemo-apppythonstreamlitdemocratic
m-newhauser/data-science-in-a-day
Aug 2020 - Mar 2023
Contributions:8 pushes, 2 branches in 2 years 6 months
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