AI/ML Developer (Video Dataset Labeling & Model Training)
VideoAction Recognition
Developed an end-to-end AI video classification pipeline utilizing official video datasets to train and evaluate action recognition models. Labeled and curated a large-scale video dataset across a 92-class action label space for model fine-tuning and evaluation. Documented all data preprocessing, labeling protocols, and reproducibility steps for AI model development and deployment. • Processed video clips for model input and labeling.
• Applied action recognition labels to segmented video data.
• Validated dataset split integrity for model training/validation.
• Produced technical documentation and submission checklists.
Developed an end-to-end AI video classification pipeline utilizing official video datasets to train and evaluate action recognition models. Labeled and curated a large-scale video dataset across a 92-class action label space for model fine-tuning and evaluation. Documented all data preprocessing, labeling protocols, and reproducibility steps for AI model development and deployment. • Processed video clips for model input and labeling. • Applied action recognition labels to segmented video data. • Validated dataset split integrity for model training/validation. • Produced technical documentation and submission checklists.
2023 - Present