I am a data science professional with an engineering background who works with data and algorithms to solve real-world problems. I use a variety of programming languages, statistical techniques, and other tools to build software applications that automate processes or make predictions about future events, and I enjoy learning and tackling challenging AI problems to find the best-fit solutions. I have hands-on experience deploying ML systems, building end-to-end pipelines, and translating research into production-ready solutions across ML, CV, NLP, and spoken-language tasks. Currently, I serve as a Data Scientist at Avrio Technologies, with prior ML engineering roles in other organizations and freelance work on Upwork. My education includes a post-graduate diploma in AI/ML and a BSc in Electrical and Computer Engineering. I am comfortable collaborating in cross-functional teams and communicating complex concepts to non-technical stakeholders.

Amgad Reda Abu Dhabi

I am a data science professional with an engineering background who works with data and algorithms to solve real-world problems. I use a variety of programming languages, statistical techniques, and other tools to build software applications that automate processes or make predictions about future events, and I enjoy learning and tackling challenging AI problems to find the best-fit solutions. I have hands-on experience deploying ML systems, building end-to-end pipelines, and translating research into production-ready solutions across ML, CV, NLP, and spoken-language tasks. Currently, I serve as a Data Scientist at Avrio Technologies, with prior ML engineering roles in other organizations and freelance work on Upwork. My education includes a post-graduate diploma in AI/ML and a BSc in Electrical and Computer Engineering. I am comfortable collaborating in cross-functional teams and communicating complex concepts to non-technical stakeholders.

Available to hire

I am a data science professional with an engineering background who works with data and algorithms to solve real-world problems. I use a variety of programming languages, statistical techniques, and other tools to build software applications that automate processes or make predictions about future events, and I enjoy learning and tackling challenging AI problems to find the best-fit solutions. I have hands-on experience deploying ML systems, building end-to-end pipelines, and translating research into production-ready solutions across ML, CV, NLP, and spoken-language tasks.

Currently, I serve as a Data Scientist at Avrio Technologies, with prior ML engineering roles in other organizations and freelance work on Upwork. My education includes a post-graduate diploma in AI/ML and a BSc in Electrical and Computer Engineering. I am comfortable collaborating in cross-functional teams and communicating complex concepts to non-technical stakeholders.

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Language

Arabic
Fluent
English
Fluent

Work Experience

Data Scientist at Avrio Technologies
July 1, 2024 - Present
Responsibilities include building and developing text-to-speech (TTS) models, optimizing inference speed (up to ~10x), deploying models on Kubernetes across multiple GPUs, building model training pipelines, deploying LLMs with vLLM, creating agents with custom tool calls, generating synthetic data for fine-tuning across speech, text, and tool-call tasks, and designing a Retrieval-Augmented Generation (RAG) pipeline from scratch.
Machine Learning Engineer at Ogoul Technology
June 1, 2024 - September 26, 2025
Research and investigate computer vision techniques for line grouping in OCR problems; improve augmented translation CV solutions; evaluate and benchmark models; work on speech processing; develop a Speech-to-Text (STT) pipeline; contribute to Arabic TTS modeling; create a voice dubbing pipeline; develop a RAG pipeline using Haystack and LLMs.
Machine Learning Engineer at Consumer Finance
June 1, 2023 - September 26, 2025
Research and investigate fraud ID card issues; design and develop a computer vision ML model to detect fraud on National IDs; deploy ML models using TensorFlow Lite with C/C++ for Android and iOS integration; perform data mining and visualize customer insights to drive revenue via customer segmentation; improve customer onboarding by developing an end-to-end Arabic OCR pipeline; increase model inference speed using TensorRT.
Data Scientist / Machine Learning Engineer at Upwork
January 1, 2022 - September 26, 2025
Created interactive dashboards about financial data; built a machine learning model to label and cluster players in soccer fields from noisy sensor data; investigated and visualized social media app traffic data to derive actionable insights; contributed to data visualization and ML pipeline development for client projects.

Education

Post-graduate Diploma in AI and Machine Learning at Information Technology Institute (ITI)
January 1, 2021 - January 1, 2022
Bachelor of Science in Electrical and Computer Engineering at Higher Technological Institute (HTI)
January 1, 2014 - January 1, 2019

Qualifications

Post-graduate Diploma in AI and Machine Learning
January 1, 2021 - January 1, 2022
BSc in Electrical and Computer Engineering
January 1, 2014 - January 1, 2019

Industry Experience

Software & Internet, Financial Services, Professional Services, Media & Entertainment, Education