Timothy Dobbins
AI Product Director at Tenet Healthcare
Nashville-Davidson, Tennessee, United States
Summary
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Senior🎓
Top SchoolTimothy Dobbins is an AI Product Director with 11 years of experience turning data and machine learning into practical, revenue-driving products across healthcare and insurance. He has led zero-to-one AI initiatives, built scalable NLP platforms and ML infrastructure, and delivered multimillion-dollar savings through targeted predictive models and automation. At Unum and The General he combined product strategy, governance, and hands-on modeling to improve efficiency, transparency, and model reproducibility. He currently applies that expertise at Tenet Healthcare while continuing to prototype consumer-facing ML tools with his sons—like LADNER, an NER-driven homework extractor that syncs assignments to Trello. That blend of enterprise AI governance and playful, family-focused experimentation highlights his knack for building reliable systems that genuinely make life easier. Based in Nashville, he brings deep domain experience in claims, provider data, and healthcare analytics alongside strong cross-functional leadership.
11 years of coding experience
11 years of employment as a software developer
Volunteer State Community CollegeEconomics Statistics, Economics Statistics at Belmont University
Github Skills (142)
notebook10
postgresql10
python10
arabic-nlp10
ipython10
lda10
fasttext10
parameterized10
prediction10
glove10
word2vec10
data-files10
corpus10
machine-learning-algorithms10
sql10
Programming languages (8)
Github contributions (5)
tmthyjames/cypher
Aug 2017 - Oct 2020
Easily retrieve music lyrics
Contributions:28 commits, 12 PRs, 22 pushes in 3 years 2 months
music-lyricslyricsyoutubemusicretrieve
tmthyjames/Achoo
Sep 2017 - Dec 2019
Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!
Contributions:66 commits, 15 PRs, 54 pushes in 2 years 2 months
pythonnursedaypredictmonitoring
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