Ekrem Ersoz
ML @ RxSight
- Role
- Ai Solutions Analyst at RxSight, Inc.
- Location
- Irvine, CA, US
- LinkedIn followers
- 500 followers
About Ekrem Ersoz
I have a huge passion for machine learning and a strong background in behavioral neuroscience and psychology. My academic journey included coursework in supervised machine learning algorithms, neural signal processing, and Python, equipping me with a solid foundation in the field. I am excited to collaborate with professionals in the field and explore opportunities where I can apply my expertise to solve real-world challenges in machine learning.
Experience
Ai Solutions Analyst
Nov 2025 — Present · Aliso Viejo, CA, US
Developed and integrated segmentation datasets into PyTorch training pipelines, ensuring dataset consistency and improving downstream model performance.– Automated video and frame-level annotation workflows using Python/OpenCV with CSV-based metadatasynchronization and annotated video reconstruction.– Built data aggregation pipelines to curate balanced train/validation/test datasets with representative coverage for model evaluation.– Contributed to computer vision initiatives for FDA-approved Light Adjustable Lens technology.– Designed and implemented an SQL database to track labeling progress, defect distributions, and annotator productivity across datasets.
Education
UC San Diego
Bachelor's degree, Artificial Intelligence and Machine Learning
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