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Mark Mindlin

@markmindlin

Technical Program Lead at Ronin Data, delivering production data and AI programs—including a 500M+ item acquisition program.

Georgia

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At Ronin Data, I take data programs from scoping through steady-state delivery, setting requirements, directing engineers, and owning delivery quality. Across 75+ clients, I’ve maintained a 100% Job Success Score across my public engagement record.

For a venture-backed AI tutoring company, I served as its entire data acquisition function, reporting to the CTO. I delivered 500M+ educational items from 20+ platforms and stood up a daily feed of up to 150,000 items, maintained through four years of source changes.

I’ve also built data pipelines for legal technology and institutional investors, and currently work on programs including surgical robot installation tracking and production job-data delivery. I use LLM classification and evaluation in production pipelines, and direct AI coding agents to build to my specifications.

Experience

Work history, roles, and key accomplishments

Current

Founder and Technical Program Lead

Current

Ronin Data

Jan 2017 - Present (9 years 9 months)

Founded and led a data consultancy delivering data acquisition programs and production data pipelines to AI/ML, financial research, legal technology, medical device, and marketing clients. Managed all client programs end to end, including discovery, scoping, fixed-price estimation, SOW and SLA terms, milestone plans, and acceptance QA.

Data Acquisition Lead

Venture-Backed AI Tutoring Company

Jul 2021 - Dec 2025 (4 years 5 months)

Served as the entire data acquisition function for a venture-backed AI tutoring company, reporting to the CTO. Delivered 500M+ educational items from 20+ platforms across six country domains and maintained a daily production feed of up to 150,000 items for three consecutive years.

Data Acquisition Data Pipelines Deduplication Schema Consistency S3 NodeJS Rust Project Planning Budgeting Stakeholder Coordination

Alternative Data Sourcing Lead

Institutional Investors

Jan 2018 - Dec 2024 (6 years 11 months)

Researched, vetted, and profiled several hundred alternative-data vendors for a quantitative hedge fund, building a map of the market. Designed and ran a daily production pipeline covering 25,000 vehicle listings across nine European markets for a New York long/short fund, and a second system tracking global EV charging infrastructure.

Alternative Data Vendor Research Data Pipelines GCP Logging Alerting Uptime monitoring

Data Enrichment Pipeline Lead

Legal Technology Data Provider

Jan 2018 - Dec 2023 (5 years 11 months)

Built and ran an enrichment pipeline for a commercial intelligence product sold to Am Law firms. Matched and enriched 190,000+ attorney records with employment history, credentials, bar admissions, and education, first as a bulk build and then on a recurring monthly batch cadence.

Data Enrichment Data Matching Data Pipelines Quality Assurance Contractor Management

Crawler Developer

Automotive Marketing Agency

Jan 2017 - Dec 2018 (1 year 11 months)

Built intelligent crawlers spanning 15+ automotive dealer CMS platforms, covering roughly 97% of US franchise dealers. Parsed full vehicle detail and call-to-action structure into typed JSON for the agency's API for campaign targeting.

Web Scraping Crawlers JSON API Integration

Private Client Banker

J.P. Morgan Chase

Feb 2012 - Dec 2016 (4 years 10 months)

Managed a book of private banking clients, retaining and growing relationships while coordinating with mortgage, investment, and business banking specialists. Became the branch's informal technical resource and built client trust through transparent advice.

Customer Relationship Management Financial Services Cross functional Coordination Technical Support