Sumedh Datar
Full Stack Developer
Dallas-Fort Worth Metroplex United States
Summary
👤
SeniorSumedh Datar is a software engineering manager specializing in GenAI research and engineering with nine years of experience building production-grade ML and computer vision systems for enterprise retail. An inventor with 40+ patents and 200+ citations, he has repeatedly taken ideas from zero to widely adopted products—leading initiatives that enabled the country’s first cashierless store and an AI self-checkout used by thousands. At 7‑Eleven he founded the in-house Generative AI program, architecting LLMOps pipelines, agentic systems, and domain-tuned models that serve 10,000+ users and drive measurable operational savings. He excels at extracting value from minimal data—fine-tuning small LMs on domain corpora and designing vision models for 10,000+ SKUs—and pairs deep research with hands-on engineering to ship scalable platforms. Based in the Dallas–Fort Worth area with an MS in Computer Science, he blends product-driven thinking, cross-functional leadership, and a track record of investor-recognized impact.
9 years of coding experience
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (88)
high-resolution9
image-viewer9
zooming9
viewer9
keras9
baidu9
convolutional-neural-networks8
representation-learning8
ray8
python8
deep-learning8
machine-learning8
mpi8
pytorch8
keras-tensorflow8
Programming languages (5)
Github contributions (5)
sumedhvdatar/PortraitSegmentation
Mar 2018 - Jul 2019
Contributions:7 commits, 6 pushes, 1 branch in 1 year 4 months
sumedhvdatar/Datastructures
Jul 2017 - Apr 2019
Contributions:5 pushes, 1 branch in 1 year 9 months
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