Hope Mcintyre
Staff AI Software Engineer at DEN-DC
Washington, District of Columbia, United States
Summary
👤
Senior🎓
Top SchoolHope Mcintyre is a Staff AI Software Engineer with 10 years of experience building production ML and LLM-driven systems, currently shaping AI initiatives at Ironclad in Washington, D.C. She has led ML/AI teams at Disney Streaming and Storyblocks, where she productionized image- and text-based pipelines including vectorization, clustering, SVM classification, and metadata-cleaning pipelines at scale. Her background blends hands-on model development, data engineering, and deployment, with early applied research in political and social media prediction during her time at UVA. A pragmatic leader and board member of DEN-DC, she has repeatedly translated research-grade approaches into reliable, operational software for media and enterprise customers. Notably, she pairs classical ML techniques with modern deep learning workflows to solve content and metadata challenges that often sit between product and infra. She holds engineering and master’s degrees from Dartmouth and UVa and is known for turning ambiguous data problems into maintainable production services.
10 years of coding experience
7 years of employment as a software developer
B.A., B.A. at Dartmouth CollegeBachelor of Engineering (B.E.), Bachelor of Engineering (B.E.) at Thayer School of Engineering at DartmouthMaster’s Degree, Master’s Degree at University of Virginia
Github Skills (12)
spotify-api6
spotipy5
spotify5
api4
recall3
ranking2
machine-learning2
deep-learning2
dashboard1
information-retrieval1
tensorflow1
allocation1
Programming languages (2)
Github contributions (5)
hopeemac/spotify_history_saver
Apr 2017 - Jan 2021
Use the Spotify API and Spotipy package to save your personal Spotify listening history
Contributions:12 commits, 2 PRs, 11 pushes in 3 years 9 months
apilisteningspotipyspotifyspotify-personal
hopeemac/ML_UrbanSounds
Mar 2016 - Jun 2016
Contributions:15 commits, 12 pushes, 1 branch in 2 months
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