Technical Workshop Instructor | AI4ALL
TextFine Tuning
Designed and led hands-on workshops introducing underrepresented students to AI concepts, focusing on applied machine learning and model training. Guided students in building their own text-based AI models using annotated datasets, emphasizing responsible labeling practices. Provided mentorship and evaluation, giving detailed feedback on labeled data, model outputs, and project results.
• Oversaw students' manual annotation of training data for supervised learning examples
• Demonstrated best practices in text data cleaning, annotation, and labeling with practical exercises
• Supervised model fine-tuning and evaluation on student-labeled datasets
• Led group discussions on ethical labeling, bias, and annotation guidelines for fairness
Designed and led hands-on workshops introducing underrepresented students to AI concepts, focusing on applied machine learning and model training. Guided students in building their own text-based AI models using annotated datasets, emphasizing responsible labeling practices. Provided mentorship and evaluation, giving detailed feedback on labeled data, model outputs, and project results. • Oversaw students' manual annotation of training data for supervised learning examples • Demonstrated best practices in text data cleaning, annotation, and labeling with practical exercises • Supervised model fine-tuning and evaluation on student-labeled datasets • Led group discussions on ethical labeling, bias, and annotation guidelines for fairness
2020 - Present