Brienna Herold
I build tools and systems that turn complex data into clear, usable insights.
Software engineering · Data engineering · AI/ML · Scientific research · Content creation
About
I love data. I have spent 15 years working with all forms of data, in different fields ranging from medicine to journalism. I like to keep up with recent advancements in the modern data stack and the AI/LLM space.
Outside of work and hobby work, I enjoy cooking savory food, running long distances, and spending time with family.
Experience
Software Engineer, Analytics Data Products
2023 — PresentThe New York Times · New York, NY
Built and maintained ELT pipelines processing millions of NYT users' behavioral data, using Fivetran, BigQuery, dbt, Terraform, and Python to integrate data from diverse sources.
Tech Lead
2024 — PresentSigns of Good Food · Minneapolis, MN
Co-founded a chef-led platform creating ASL-first educational media. Built the website and internal tools (Next.js, Python, Supabase) and designed multi-camera recording and lighting workflows for filming and storing high-quality signing content.
Data Scientist
2022 — 2024Office of Chief Bilingual Officer, Gallaudet University · Washington, D.C.
Implemented an AWS-based data pipeline in Python to support the creation of an internal sign language recognition product, using video-based model inputs and data ingestion. Analyzed internal consistency of the American Sign Language Placement Test (ASLPT).
Data Analyst, Product
2021 — 2023Netlify · San Francisco, CA
Worked directly with executive-level stakeholders at a rapidly growing startup to define product direction by building, maintaining, analyzing, and reporting on full-stack data projects, using Python, dbt, and SQL.
Research Associate
2021 — 2022School of Science, Technology, Accessibility, Mathematics, and Public Health, Gallaudet University · Washington, D.C.
Evaluated disability bias in deep learning models using Python, performed statistical analyses to evaluate findings, and published and presented a first-author manuscript at an international workshop.
Graduate Research Assistant
2017 — 2019, 2020 — 2021Rochester Institute of Technology · Rochester, NY
Assessed recommendation algorithms to expedite literature search in astrophysics, using Python, natural language processing, and information retrieval technologies.
Graduate Research Assistant
2019 — 2020Knights Lab, University of Minnesota · Minneapolis, MN
Analyzed how different sequencing technologies affect strain-level metagenomic DNA assembly, using Python, to help define best practices for elucidating links between the gut microbiome and health.
Visiting Research Scientist
2019University of Bonn (NSF IRES #1559450) · Bonn, Germany
Created and evaluated an index that assesses how disaster risk reduction geographic information capacities vary within Germany and from country to country, in collaboration with the United Nations University Institute for Environment and Human Security.
Graduate Research Assistant
2018University of Rochester Medical Center · Rochester, NY
Developed a biochemical feature vector, using Mathematica, to characterize antigenic similarity of influenza hemagglutinin proteins for use in a hybrid experimental-computational model predicting individual influenza vaccine responses in large-scale clinical studies.
Graduate Web Developer
2018National Technical Institute for the Deaf, Rochester Institute of Technology · Rochester, NY
Worked with a team of 5 to design and develop an open source software suite for local deaf communities to create bilingual digital books for children using folktales from their local cultures. Finalist in All Children Reading: Sign On For Literacy Prize ($150,000).
Post-Baccalaureate Cancer Research Trainee
2014 — 2017National Institutes of Health · Bethesda, MD
Studied the biochemical pharmacology of ligand interactions with the capsaicin receptor TRPV1, an initial step in drug development for treating TRPV1-mediated chronic pain.
Projects
A selection of things I've built or contributed to.
Signs of Good Food
A recipe website with unit conversion, serving size scaling, search, and an admin dashboard.
Global Deaf Restaurant Map
An interactive map of deaf-owned and deaf-run restaurants around the world.
Handle
A daily word puzzle where you fingerspell to guess a 5-letter word, using custom-trained sign language recognition with two modes to support slow and fast fingerspelling.
Just started this website! Will be updating with more soon.
Research
Publications and ongoing research interests.
Applying the Stereotype Content Model to assess disability bias in popular pre-trained NLP models underlying AI-based assistive technologies
Ninth Workshop on Speech and Language Processing
View PaperDeveloping a geographic information capacity (GIC) profile for disaster management under United Nations Framework Commitments
International Journal of Disaster Risk Reduction
View PaperNovel radiolabeled vanilloid with enhanced specificity for human transient receptor potential vanilloid 1 (TRPV1)
Journal of Medicinal Chemistry, 60(19), 8246–8252
View PaperSynthesis and evaluation of dimeric derivatives of diacylglycerol–lactones as protein kinase C ligands
Bioconjugate Chemistry, 28(8), 2135–2144
View PaperDiscovery of N-(3-fluoro-4-methylsulfonamidomethylphenyl)urea as a potent TRPV1 antagonistic template
Bioorganic & Medicinal Chemistry Letters, 26(15), 3603–3607
View PaperMulti-functional diarylurea small-molecule inhibitors of TRPV1 with therapeutic potential for neuroinflammation
AAPS Journal, 18(4), 898–913
View Paper2-sulfonamidopyridine C-region analogs of 2-(3-fluoro-4-methylsulfonamidophenyl)propanamides as potent TRPV1 antagonists
Bioorganic & Medicinal Chemistry, 24(6), 1231–1240
View PaperGet in Touch
Have a question or want to work together? Send me a message.