John (Michael) A.
AI Content & Systems Specialist
Experience
Aug 2020 - Present
5 years 4 monthsOrlando, United States
AI Content & Systems Specialist
Pearson Education
- Design advanced algorithmic problem sets and coding challenges for AI-driven online learning platforms, ensuring computational accuracy and critical thinking engagement.
- Lead cross-functional teams to develop machine learning models for adaptive assessment and personalized learning systems.
- Create, validate, and annotate large-scale question-answer pairs in algorithms, data structures, and systems design for LLM training and evaluation datasets.
- Implement evaluation pipelines using Python, TensorFlow, and PyTorch to measure model performance and content difficulty.
Jan 2019 - Jul 2020
1 year 7 monthsFort Lauderdale, United States
Computer Science Adjunct Instructor
Broward College
- Delivered lectures and hands-on coding labs in data structures, algorithms, and software engineering to 100+ students per semester.
- Developed rigorous programming assessments and automated grading systems using Python and Java.
- Mentored student projects in machine learning, web development, and distributed systems.
Jun 2015 - Dec 2018
3 years 7 monthsMiami, United States
Research Assistant – Machine Learning & Systems
University of Miami Department of Computer Science
- Designed and implemented scalable algorithms for large-scale data processing and model training.
- Published research on efficient neural network architectures and presented findings at top-tier conferences (NeurIPS, ICML).
- Developed internal training materials, documentation tools, and CI/CD pipelines for research reproducibility.
Summary
Detail-oriented Computer Science Ph.D. with over 7 years of experience in AI research, algorithm design, and technical content creation. Expert in developing complex problem sets, implementing scalable machine learning systems, and producing high-quality training datasets. Passionate about advancing AI models through rigorous data annotation, model evaluation, and cross-functional collaboration in educational and research environments.
Languages
English
NativeEducation
University of California, Berkeley
Doctor of Philosophy · Computer Science · Berkeley, United States
University of Miami
Master of Science · Computer Science · Coral Gables, United States
University of Florida
Bachelor of Science · Computer Science · Gainesville, United States
Certifications & licenses
AI & Data Annotation Specialist
LinkedIn Learning
Advanced Machine Learning on Google Cloud
Coursera
Deep Learning Specialization
deeplearning.ai (Coursera)
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