Apple

I lead the data science and engineering team at Apple Services Finance. The team focuses on translating business problems and requirements into data products using advanced statistical and machine learning models to support and help Apple leadership make data-driven decisions.

Senior Manager - Data Science and Engineering 

Managing a data science team focusing on cost optimization on Apple infrastructures with the use of statistical analysis and machine learning models.

Data Science Manager

Senior Data Scientist

Ernst & Young

Predictive analysis, time series models, forecasting and machine learning

Data Scientist

University of Michigan Law School

Data Analyst supporting the Empirical Legal Studies Center
Prediction Models, Regression Analysis and Data Visualization using R, JMP and Stata.

University of Michigan

Data Manipulation & Cleansing of a large database (India Census) using Stata and R
GIS Analysis with R
Data Visualization

Data Analyst

Senior Manager - Data Science and Engineering at Apple

I lead the data science and engineering team at Apple Finance - Services and Infra. The team focuses on translating business problems and requirements into data products using advanced statistical and machine learning models to support and help Apple leadership make data-driven decisions.

I am also an open-source contributor and the author of Hands-On Time Series Analysis with R (Packt publication) and several R packages for time series analysis and machine learning applications. Currently working on my next book, Applied Time Series Analysis and Forecasting, which focuses on forecasting at scale. 

Also available on:
Github: https://github.com/RamiKrispin
Medium: https://medium.com/@rami.krispin
Mastodon: https://mstdn.social/@ramikrispin

Rami Krispin

Creator of AI Products | GM | Product Manager | Marketer | AI & ML Engineer | Entrepreneur | Investor | Board Member

I create products—often stepping in as GM, Product Manager, Marketer, and AI/ML Engineer—to take them from 0–1 and 1–N. My career has spanned multiple eras of AI and data innovation.
	•	In 2017, at G5, I engineered and launched a custom Word2Vec-based product to categorize phone calls—well before today’s hype around embeddings. That innovation was pivotal in the $300M acquisition of G5 by RealPage.
	•	At Defined.ai, I built and productized large-scale speech datasets, later adopted by Microsoft and other enterprise leaders.
	•	In 2022, I founded an AI company using agentic AI to automate competitive analysis—combining LLMs with autonomous workflows to deliver insights at a scale and speed humans alone can’t match.

Each chapter built on the last: from hands-on engineering of models and datasets, to product management and go-to-market execution, to scaling intelligent systems that deliver measurable impact.

🏆 Awards: 2018 Constellation SuperNova Award; B2B & B2C products featured in Time Inc.’s Top 50.
🚀 Entrepreneur: Co-Founder at Bend.ai & YouGot.us; 3 exits.
💼 Experience: Apple (Tech), IDG/IDC (Publishing), G5 (Agency), RStudio, and startups including FileThis, Bend.ai, Defined.ai, and Union.ai.

📍 Organizer: Seattle Data, Machine Learning & Infrastructure Meetup
🌐 Web: yougot.us
🐦 Twitter: @MartinSteinBend

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Rami Krispin

Martin Stein

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