12/29/2024 updated
100 % available
AI Data Trainer and Physics Researcher
Floridablanca, Colombia Bachelor in Physics
Artificial IntelligenceData AnalysisTeachingCollaborative SoftwaresComputer SimulationComputer ProgrammingCurriculum DevelopmentData QualityLabelingPython (Programming Language)Lesson PlanningLinear AlgebraMachine LearningMathematicsNumerical Analysis
AI and Machine Learning
Expertise in training large language models (LLMs), focusing on enhancing performance through Reinforcement Learning from Human Feedback (RLHF). Application of annotation techniques and classification frameworks for data quality assessment and pattern identification.
Data Analysis and Evaluation
Proficiency in assessing AI-generated outputs, particularly for mathematical and technical content. Skills in data labeling, language evaluation, and dataset refinement to improve AI accuracy and decision-making.
Advanced Mathematics and Physics
Strong foundation in Linear Algebra, Calculus, Quantum Mechanics, and Statistical Physics. Ability to teach and apply these concepts in both academic and research settings.
Programming and Computational Modeling
Experience with Python for developing theoretical and computational models, particularly for describing two-magnon bound states.
Teaching and Curriculum Development
Skill in delivering remote, hybrid, and on-site classes in advanced mathematics and physics. Ability to develop personalized lesson plans and improve student engagement.
Research and Analysis
Capability to conduct and present research on complex physics topics, such as chaotic magnetic pendulums and phase transitions in hexagonal lattices.
Collaboration Tools
Proficiency in using Zoom, Google Classroom, and other digital platforms for remote teaching and collaboration.
Expertise in training large language models (LLMs), focusing on enhancing performance through Reinforcement Learning from Human Feedback (RLHF). Application of annotation techniques and classification frameworks for data quality assessment and pattern identification.
Data Analysis and Evaluation
Proficiency in assessing AI-generated outputs, particularly for mathematical and technical content. Skills in data labeling, language evaluation, and dataset refinement to improve AI accuracy and decision-making.
Advanced Mathematics and Physics
Strong foundation in Linear Algebra, Calculus, Quantum Mechanics, and Statistical Physics. Ability to teach and apply these concepts in both academic and research settings.
Programming and Computational Modeling
Experience with Python for developing theoretical and computational models, particularly for describing two-magnon bound states.
Teaching and Curriculum Development
Skill in delivering remote, hybrid, and on-site classes in advanced mathematics and physics. Ability to develop personalized lesson plans and improve student engagement.
Research and Analysis
Capability to conduct and present research on complex physics topics, such as chaotic magnetic pendulums and phase transitions in hexagonal lattices.
Collaboration Tools
Proficiency in using Zoom, Google Classroom, and other digital platforms for remote teaching and collaboration.
Languages
EnglishFluentSpanishNative speaker
Project history
Assessed and rated AI-generated outputs for mathematical and technical content. Applied linguistic expertise in English and Spanish to evaluate LLMs, ensuring linguistic accuracy and contextual relevance.
Delivered over 200 remote and in-person lessons in advanced mathematics and physics. Developed personalized lesson plans for small groups of up to five students, improving engagement and participation.
12-week internship at the University of Windsor, Canada. Developed a theoretical and computational model using Python to describe two-magnon bound states.