Data Science · Agentic AI · Product
Arad
Ben HAIm
Building agentic AI systems with agentic AI systems.
ML specialization meets product thinking, navigating the intersection of business value and technical execution.
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About
I’m building an agentic data science framework on top of Claude Code, using AI agents to structure research workflows and accelerate experimentation, helping 10X data scientists and applied researchers. As an early employee at Windward AI, I spent a decade shaping strategy and shipping products through every stage—from startup to IPO on the London Stock Exchange to private equity acquisition. Today I lead a data science team and channel that experience into building the tools that make data scientists radically more effective.
Experience
Jan 2024 — Present
Data Science Team Lead
Windward AI
Lead a team of 4 Data Scientists and 2 Data Analysts. Developing an agentic framework for applied research built on Claude Code—automating exploration, experimentation, and analysis. Drive LLM-based agentic workflows that reimagine data pipelines and unlock new value streams.
June 2020 — Jan 2024
Data Scientist
Windward AI
Designed supervised ML models through advanced feature engineering and training strategies. Conducted applied research implementing novel anomaly detection and clustering algorithms for the maritime domain.
June 2016 — Jan 2020
Product Manager
Windward AI
Drove AI product development, aligning ML capabilities with business needs. Defined and executed product roadmaps collaborating cross-functionally with engineering and data teams.
June 2014 — Jan 2016
A/B Testing Expert
Conversioner
Designed experimentation frameworks for data-driven decision-making. Optimized user experience and conversion rates through rigorous A/B testing.
Skills
Agentic AI & LLMs
Data Science & ML
Technical Stack
Infrastructure
Education
2020
Data Science Fellowship
ITC — Tel Aviv, Israel
2014
BA Political Science & Sociology
Ben Gurion University — Be'er Sheva, Israel