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.