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Isaiah Mwita

@isaiahmwita

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I am a Machine Learning Engineer leveraging advanced mathematics to improve AI models.

Kenya

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What I'm looking for

I'm seeking a role applying advanced mathematics to improve AI models, collaborating with researchers and engineers on model development, evaluation, and data training, with opportunities for research impact and mentoring.

I am a Machine Learning Engineer with 8+ years of experience combining software development (Python, C, Swift, Java) and TensorFlow with deep mathematical expertise in Linear Algebra, Discrete Mathematics, Topology, Combinatorics, Number Theory, and Game Theory.

At The AI Element I designed and solved a wide range of mathematical problems to train AI models, evaluated model performance, developed detailed assessment criteria, and collaborated with trainers, researchers, and quality analysts to improve AI reasoning and correctness.

I have long experience tutoring students and preparing candidates for standardized tests, and conducted research at UC Berkeley on Number Theory with applications in cryptography and machine learning; I bring a results-focused, collaborative approach that blends rigorous mathematics with practical model development.

Experience

Work history, roles, and key accomplishments

Mathematical AI Content Specialist

The AI Element

Sep 2017 - Nov 2024 (7 years 2 months)

Designed and solved diverse mathematical problems to train AI models in discrete mathematics, topology, and game theory, improving model reasoning and identifying key failure modes; developed assessment criteria and remediation strategies.

Mathematical Modeling Linear Algebra Game Theory Data Annotation Model Evaluation AI Training Problem Design Quality Assurance

Math Tutor

Mathnasium

May 2010 - Oct 2022 (12 years 5 months)

Provided one-on-one tutoring from elementary through high school to strengthen core math concepts and prepare students for standardized tests, improving problem-solving and reasoning skills.

Tutoring Curriculum Development Algebra Lesson planning Communication

Mathematics Research Assistant

University of California, Berkeley

Jul 2013 - Apr 2021 (7 years 9 months)

Conducted research in number theory with applications to cryptography and machine learning, contributing to experiments and academic papers on primality testing and integer factorization.

Number Theory Cryptography Algorithm Design Data Analysis Research Experimental Design Python

Education

Degrees, certifications, and relevant coursework

University of Strasbourg

Master of Science, Mathematics and Computer Science

2016 - 2018

Master of Science in Mathematics with focus on Mathematics and Computer Science, completed from March 2016 to February 2018.

University of Stuttgart

Bachelor of Science, Computer Science and Statistics

2011 - 2014

Bachelor of Science in Computer Science and Statistics, completed from February 2011 to September 2014 with emphasis on core computer science and statistical methods.