Michael Herzog
Senior Data Scientist - Supply Chain
Somerville, New Jersey, United States
Summary
👤
Senior🎓
Top SchoolMichael Herzog is a Senior Data Scientist and seasoned operations technologist with 28+ years in IT and seven years focused on data science and supply chain analytics. He designs and delivers plant-wide analytics, BI and data warehouse architectures, and machine learning systems that have driven multi-million dollar savings and process ownership in manufacturing, procurement, and finance. At AbbVie he built AWS/TensorFlow inspection pipelines and a Tissue Vision project, marrying software engineering with production-grade ML for expected annual savings > $2M. His background spans Oracle, SAP ECC, Master Data Management, and complex global program delivery, making him a pragmatic bridge between finance, operations, and engineering teams. Michael’s work habitually turns audit-grade financial and inventory questions into automated, self-service analytics used by dozens of stakeholders. Trained as a mathematician, he brings quantitative rigor and a history of building mission-critical systems from the shop floor to enterprise data platforms.
6 years of coding experience
21 years of employment as a software developer
BA Mathematics, BA Mathematics at Brown UniversityMAT Mathematics Education, MAT Mathematics Education at University of Chicago
Github Skills (62)
classification10
annotations10
semantic-segmentation10
rectangle10
image-processing9
imagenet9
labeling9
pytorch9
python9
image-annotation9
polygon9
python-interface9
deep-learning9
annotate9
nlp9
Programming languages (4)
Github contributions (5)
mherzog01/SAP-Data-Automation-Toolkit
Sep 2019 - Jul 2022
Contributions:16 commits, 14 pushes, 1 branch in 2 years 10 months
mherzog01/labelme
Mar 2020 - Oct 2020
Image Annotation (polygon, rectangle, circle, line, point and image-level flag annotation). Ground Truth Builder. Python-based.
Contributions:2 PRs, 52 pushes, 2 branches in 6 months
pythontruthimage-annotationcomputer-visionbuilder
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