Rana Daoud

Task Management Consultant at Freelance

Nahariya, North District, Israel
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Summary

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Rana Daoud is a task management consultant and software engineer with a foundation in backend development and machine learning, shaped by roles at NICE, ironSource, and Unity where she focused on production ML and MLOps. She combines hands-on engineering — including work on an agent behavioral analytics patent — with scrum mastery to streamline team delivery and operationalize models using tools like Feast and Seldon Core. Now freelancing from Nahariya, she helps organizations optimize workflows and adopt platforms such as Jira, Notion, and ClickUp, pairing process design with practical tooling and training. A community-minded leader, Rana has led creative community projects and volunteers on initiatives that bridge tech and social impact. Her background in CS (Technion) and data science (University of Haifa) gives her a rare mix of academic depth and production experience for small teams aiming to scale reliably.
code1 year of coding experience
job10 years of employment as a software developer
bookBachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at Technion - Israel Institute of Technology
bookMaster's degree, Information and Knowledge Management (Data Science), Master's degree, Information and Knowledge Management (Data Science) at University of Haifa
languagesArabic, Hebrew, English
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Github Skills (6)

radiance10
neural-rendering9
volume-rendering8
computer-graphics7
deep-learning5
pytorch5

Programming languages (1)

Python

Github contributions (4)

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Contributions:2 PRs, 9 pushes, 2 branches in 18 days
yenchenlin/nerf-pytorch

Sep 2024 - Sep 2024

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
Contributions:2 reviews in 1 day
pytorchdeep-learningneural-radiance-fieldscomputer-graphicsvolume-rendering
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Rana Daoud - Task Management Consultant at Freelance