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Ahmed Dawod

@ahmeddawod

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Senior Machine Learning Engineer passionate about impactful AI solutions.

Canada

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What I'm looking for

I am looking for opportunities that challenge me and allow me to apply my machine learning expertise in impactful projects, fostering a collaborative and innovative work environment.

I am a Senior Machine Learning Engineer with a strong passion for applying machine learning to solve life-changing problems. My journey has taken me through various domains, including fintech, natural language processing, and computer vision, where I have developed innovative solutions that drive significant impact. Currently, I am engaged in R&D with ML models and LLMs in the pharmaceutical sector, where I manage projects and leverage cutting-edge technologies to enhance healthcare outcomes.

Throughout my career, I have built efficient NLG content writers, developed user intent classifiers, and created tools for information extraction and question answering. My experience spans multiple programming languages and frameworks, including Python, TensorFlow, and PyTorch, allowing me to adapt to diverse project requirements. I thrive in collaborative environments and am committed to continuous learning and exploration of new domains to further my impact in the field of machine learning.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Engineer

Current

BenchSci

Oct 2022 - Present (2 years 7 months)

Conducted R&D with machine learning models and LLMs within the pharmaceutical domain. Owned, planned, and managed various projects and services.

LLM TensorFlow PyTorch MLFlow Python NLP GCP

Machine Learning Research Engineer

MarketMuse

Jan 2019 - Oct 2022 (3 years 9 months)

Built one of the first efficient NLG content writers and a search user intent classifier. Developed information extraction and question answering tools, and maintained backend services for ML products.

TensorFlow PyTorch MLFlow Python NLP NLG PostgreSQL AWS GCP

Data Science Consultant

AOA Dx

Aug 2021 - Sep 2022 (1 year 1 month)

Assisted with data science and modeling work specifically on ovarian cancer diagnosis. Utilized various ML and data processing tools for biomedical research.

TensorFlow PyTorch MLFlow Python Pandas PostgreSQL AWS GCP

Data Scientist

PayMob Solutions

Aug 2017 - Apr 2019 (1 year 8 months)

Built an alternative scoring system for non-banked populations using phone and social media data. Analyzed millions of daily financial data points and built models for business decisions and predicting customer churn.

TensorFlow Pandas Python Data Analysis NLP PostgreSQL AWS

Teaching Assistant

Mansoura University – CS Department

Jan 2012 - Dec 2017 (5 years 11 months)

Conducted programming labs and drove Machine Learning research groups to generate revenue for the school. Mentored out-of-the-box student graduation projects to win competitions.

C++Machine Learning Mentoring Research

Freelancer Developer

Freelancer.com

Jan 2009 - Dec 2017 (8 years 11 months)

Worked as a freelancer developer on various project types, maintaining a high reputation and on-time rating. Utilized a wide range of programming languages, frameworks, and database systems.