Omar Adel

Omar Adel

Junior Data Scientist
Egypt

About Me

Junior Data Scientist with experience in full-stack engineering and machine learning. Worked on building a customer service chatbot pipeline with speech-to-text, text-to-speech, and conversational LLM components in Egypt…

Experience

Full-Stack Engineer Software Engineer - Machine Learning

EduFlow
Mar 2023 - Present · 3 years 4 months

Creating a pipeline of models to build a customer service chatbot.
Building speech-to-text components.
Building text-to-speech components.
Working on the chatbot in Egyptian Arabic.
Working on conversational-LLM components.

Full-Stack Engineer Software Engineer - Machine Learning

Pleny (Qurba formerly)
Sep 2021 - May 2022 · 8 months

Researched and developed a prototype for newsfeed personalization.
Collaborated with a team of professionals to deliver fully functioning backend services.
Designed and implemented an application using Node JS, AWS RDS (PostgreSQL), and SageMaker to support the functionality needed by the ML model.
Worked on Full-Stack POCs to validate hypotheses.

Skills

Software Development Professional Deep Learning Machine Learning Speech-to-text Text-to-speech Conversational LLM Node JS AWS RDS PostgreSQL SageMaker BiLSTMs Transformers BERT GPT-2 Wav2Vec2.0-XLSR-53 Arabic HuBERT Natural Language Processing Speech Recognition
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