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Mohammad Akbari Varnousfaderani

@mohammadakbarivarnou

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Math and Machine Learning Expert with a PhD in Applied Mathematics.

Canada

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What I'm looking for

I seek a role that fosters innovation in AI and machine learning, emphasizing collaboration and growth.

I am a Math and Machine Learning Expert with a PhD in Applied Mathematics, specializing in the application of advanced mathematical concepts to AI and machine learning models. My work has significantly improved AI accuracy through meticulous analysis and labeling of mathematical data. I have a proven track record in data annotation, concept mapping, and curriculum development, which has been instrumental in enhancing AI's reasoning capabilities.

Throughout my career, I have developed reinforcement learning algorithms and advanced exploration-exploitation methods that have optimized control system performance. My freelance experience includes training generative AI models, conducting quality reviews of complex math problems, and providing feedback on AI-generated outputs. I am passionate about mentoring others and ensuring the reliability of AI outputs, making me a valuable asset in the evolving landscape of AI-driven solutions.

Experience

Work history, roles, and key accomplishments

Math and Machine Learning Expert

Freelance

Oct 2023 - Apr 2024 (6 months)

As a Freelance Math and Machine Learning Expert, I improved AI models' performance by 10% through advanced mathematics training. I conducted quality reviews of complex math problems, provided feedback on AI outputs, and developed comprehensive training datasets. My work included data annotation, concept mapping, and enhancing AI's reasoning capabilities.

Machine Learning Data Annotation AI Development Problem Solving Quality Improvement Concept Mapping Reinforcement Learning Curriculum Development

Research Scientist and Teaching Assistant

Queen's University

May 2017 - May 2023 (6 years)

At Queen's University, I developed reinforcement learning algorithms for control systems, achieving an 85% reduction in regret orders. I published 7 peer-reviewed articles and mentored over 10 junior data scientists, enhancing their skills in machine learning and control theory.

Reinforcement Learning Machine Learning Optimization Mentorship Data Science

Education

Degrees, certifications, and relevant coursework

Queen's University

PhD, Applied Mathematics

2017 - 2023

Activities and societies: Authored 7 peer-reviewed articles, mentored junior data scientists, and presented research at international conferences.

Completed a PhD in Applied Mathematics with a focus on Machine Learning and Control Theory. Conducted innovative research in reinforcement learning algorithms and their application in control systems, significantly contributing to the field through published peer-reviewed articles.

Queen's University

MSc, Applied Mathematics

Completed an MSc in Applied Mathematics with a specialization in Optimization and Distributed Systems. Focused on developing mathematical models and algorithms to solve complex optimization problems.