Ruba Sbeih

Software Engineer

United States5 yrs 4 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Designed systems for fraud detection at Meta.
Developed AI quality control systems at Scale AI.
Contributed to 5G infrastructure at Nokia.

Stackforce AI infers this person is a Backend Engineer specializing in AI systems and infrastructure for SaaS and Telecommunications.

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Skills

Core Skills

Machine LearningBackend SystemsAi SystemsFrontend DevelopmentFull-stack DevelopmentInfrastructureBackend Development

Other Skills

Risk ManagementData PipelinesJavaSlackJavaScriptHTML/CSSRobot FrameworkBack-End Web DevelopmentHuman-in-the-Loop Machine LearningAgentic AI DevelopmentDistributed SystemsLeadershipCreativity and InnovationReact.jsPython (Programming Language)

About

Backend engineer with experience building large-scale systems and AI infrastructure at Meta and Scale AI. My work focuses on designing production systems that power fraud detection, model evaluation, and distributed data pipelines used to support high-scale platforms. At Meta, I’ve worked on integrity and enforcement systems that protect users and improve platform reliability across products. I’m particularly interested in building AI-powered products and developer tools, where backend systems, ML infrastructure, and user-facing product experiences intersect. Previously worked on ML training pipelines, distributed systems, and full-stack product development across startups and large-scale platforms. Currently exploring opportunities in AI product engineering, backend systems, and ML infrastructure where I can help build impactful, user-facing technology.

Experience

5 yrs 4 mos

Total Experience

1 yr 5 mos

Average Tenure

1 yr 1 mo

Current Experience

Scale ai

Software Engineer

Jul 2023 – Nov 2024 · 1 yr 4 mos · Remote

Developed and deployed automated quality control systems, achieving consistent task ratings of 4.5/5+, ensuring robust project outcomes and high-quality standards.
Conducted comprehensive code reviews and data audits to uphold project quality and accuracy, improving model precision and alignment with standards.
Designed and led training programs for AI trainers, significantly boosting productivity and accuracy across team operations.
Enhanced AI models using RLHF techniques, driving model performance, reliability, and user engagement in distributed systems.

JavaSlackMachine LearningAI Systems

Ayzeen عايزين

Full-stack Developer

Mar 2022 – Jun 2023 · 1 yr 3 mos · Remote

Developed and implemented React-based features that improved frontend functionality, delivering an enhanced user experience.
Improved workflow efficiency by creating precommit hooks, optimizing code quality and reducing development cycle times.

JavaScriptHTML/CSSFrontend DevelopmentFull-Stack Development

Nokia

Software Engineer

Jun 2020 – Feb 2022 · 1 yr 8 mos

Contributed to the development of Nokia Container Services (NCS), a pivotal infrastructure for 5G core networks adopted by major telecoms, ensuring high availability and scalability.
Automated end-to-end testing processes for maintenance releases using Robot Framework, which increased testing efficiency and reliability.
Created and maintained detailed test plans for QA teams, facilitating thorough testing of existing and new features, and enhancing product stability.
Developed RESTful APIs to support new features using SpringBoot and Java, optimizing backend performance and reliability.

JavaRobot FrameworkBackend SystemsInfrastructure

Medcor

Software Engineer Intern

Jun 2019 – Aug 2019 · 2 mos · Remote

• Built a custom admin module web interface to automate HR and team event tracking, replacing manual processes and increasing administrative efficiency.

Back-End Web DevelopmentJavaScriptBackend Development