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I am a Computer Science student at the University of Alberta with hands-on experience in ML, federated learning, and privacy-preserving frameworks. I thrive on building scalable systems and turning research ideas into usable software. As a freelance developer and ML engineer, I design lightweight full-stack apps, train models for client reports, and deliver practical solutions with simple frontends and REST backends. I enjoy collaborating across disciplines and continuing to learn new ML and software engineering techniques.…I am a Computer Science student at the University of Alberta with hands-on experience in ML, federated learning, and privacy-preserving frameworks. I thrive on building scalable systems and turning research ideas into usable software. As a freelance developer and ML engineer, I design lightweight full-stack apps, train models for client reports, and deliver practical solutions with simple frontends and REST backends. I enjoy collaborating across disciplines and continuing to learn new ML and software engineering techniques.

Ali Abouei

Data Scientist, Full Stack Developer, Web Developer, +4

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I am a Computer Science student at the University of Alberta with hands-on experience in ML, federated learning, and privacy-preserving frameworks. I thrive on building scalable systems and turning research ideas into usable software. As a freelance developer and ML engineer, I design lightweight full-stack apps, train models for client reports, and deliver practical solutions with simple frontends and REST backends. I enjoy collaborating across disciplines and continuing to learn new ML and software engineering techniques.…I am a Computer Science student at the University of Alberta with hands-on experience in ML, federated learning, and privacy-preserving frameworks. I thrive on building scalable systems and turning research ideas into usable software. As a freelance developer and ML engineer, I design lightweight full-stack apps, train models for client reports, and deliver practical solutions with simple frontends and REST backends. I enjoy collaborating across disciplines and continuing to learn new ML and software engineering techniques.

Available to hire

I am a Computer Science student at the University of Alberta with hands-on experience in ML, federated learning, and privacy-preserving frameworks. I thrive on building scalable systems and turning research ideas into usable software.

As a freelance developer and ML engineer, I design lightweight full-stack apps, train models for client reports, and deliver practical solutions with simple frontends and REST backends. I enjoy collaborating across disciplines and continuing to learn new ML and software engineering techniques.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

Aragonese

Advanced

Javanese

Advanced

Work Experience

Research Assistant at Concordia University

November 1, 2024 - November 1, 2024

Co-authored CoCo-POI, a federated learning system using contrastive learning and knowledge distillation for POI recommendation. Implemented sparse compression and neighbor aggregation to reduce communication overhead. Contributed to privacy-preserving ML frameworks using soft-label transfer methods.

Freelance Developer / ML Engineer at Private Clients

January 1, 2022 - November 18, 2025

Developed lightweight full-stack apps for custom server communication needs using simple frontends and REST backends. Built sentiment analysis models for client reports; deployed with minimal web interfaces. Provided graphic design and social media admin support, including all post templates and strategy.