Yael C.

ML Data Analyst - R&D Team

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Udim, Israel

Experience

Jan 2021 - Dec 2025
5 years

ML Data Analyst - R&D Team

Prospera Technologies

  • Created a dataset framework to support deploying and developing over 100 image-based machine-learning models.
  • Used SQL to manage, collect, and analyze data, ensuring accuracy by defining sources, volumes, and quality standards.
  • Enhanced model performance by improving precision and recall, resolving data failure points, and optimizing data acquisition strategies.
  • Acted as a liaison between agronomic, product, and data science teams to define model requirements and ensure successful development.
  • Managed outsourced teams by ensuring data quality and process efficiency through training, standard setting, and dashboard development.
  • Monitored AI model performance and provided insights based on data analysis to support continuous improvement.
Jan 2020 - Dec 2021
2 years

Research Agronomist – Alpha Production

Prospera Technologies

  • Analyzed greenhouse agronomic data, including pests and disease detection and deficiency studies.
  • Created and presented detailed reports to customers, providing insights based on data analysis.
  • Evaluated product value and performance through data-driven assessments.
Jan 2018 - Dec 2020
3 years

Senior Agronomist & Project Manager

Hanoch Borger Agronomists LTD

  • Created project plans, budgets, and milestones while monitoring progress.
  • Managed and inspected tree operations for national infrastructure projects, utilizing data to support decision-making.
  • Planned, performed, and analyzed tree survey data.

Summary

Experienced Data & AI professional with a strong background in R&D environments. Passionate about leveraging data to generate insights, optimize performance, and ensure data quality across complex processes. Skilled in advanced SQL, Python, anomaly detection, data annotation, and cross-team collaboration. Fast learner with strong analytical and problem-solving abilities, high attention to detail, and a drive to optimize workflows and support product improvement.

Skills

  • Sql
  • Dbeaver
  • Matlab
  • Tableau
  • Python (Pandas, Matplotlib, Seaborn, Llm Automation)
  • Gis
  • Advanced Excel
  • Analytical Thinking

Languages

Hebrew
Native
English
Advanced

Education

Oct 2014 - Jun 2017

Faculty of Agriculture, Food and Environment, The Hebrew University

B.Sc. in Plant Science · Plant Science · Rehovot, Israel

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