Folawe L.

Key Skills

Software

Other

Top Subject Matter

Mathematics AI training and supervised machine-learning datasets

Statistics education support and evaluation

Mathematics education and assessment support

Top Data Types

Text

Video

Top Task Types

Fine-tuning

Freelancer Overview

Graduate Assistant (Mathematics and Statistics). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Master of Arts, Marshall University (2022) and Bachelor of Education, University of Lagos. AI-training focus includes data types such as Text and labeling workflows including Fine-tuning, Evaluation, and Rating.

Labeling Experience

Mathematics AI trainer, OutlierAI (Jan 2024–Present)

TextFine-tuning

Trained and improved an AI mathematics system by structuring datasets and reducing model errors through targeted data work. Performed dataset organization and curation to increase downstream precision and completion performance. Focused on mitigating biases by revising dataset composition and annotations. • Improved model accuracy by addressing bias and dataset structure. • Optimized data annotation workflows to reduce factual/logical error rates by 15%–20%. • Curated high-quality training datasets that improved model precision/completion by 10%–15%. • Organized, cleaned, and annotated thousands of hours of raw unstructured data (text, video, audio) into supervised ML datasets.

2024 - Present

Graduate Assistant, Marshall University (Aug 2021–Dec 2022)

OtherText

Provided structured evaluation and feedback on student statistical reasoning and proof logic as part of a graduate assistant teaching role. Assessed assignments on a weekly cadence and delivered written guidance to improve comprehension. Supported applied statistics learning using classroom coaching and tutoring activities. • Assessed 80+ assignments weekly with structured written feedback. • Coached undergraduate students in applied statistical analysis using SPSS. • Tutored core undergraduate mathematics and statistics courses. • Produced statistical reports and visualizations for research presentations and manuscripts.

2021 - 2022

Graduate Assistant, Lamar University (Jan 2021–Aug 2021)

OtherText

Delivered instruction in mathematics subjects while coordinating exam logistics for large cohorts. Supported learning through teaching and learning strategies aimed at engaging students’ abilities and interests. Managed secure distribution and scheduling tasks to enable standardized assessments. • Taught Statistics, Calculus, and Algebra. • Coordinated logistics for large-scale exams across 100+ lecture halls. • Applied teaching strategies to challenge student curiosity and abilities. • Managed midterm and final exam logistics including seating and timing.

2021 - 2021

Education

Work History