AI/ML Data Labeling (Transferable Experience)
TextClassification
Analyzed large product and sales datasets, consistently applying strict rules for accurate categorization. Developed and maintained structured evaluation criteria and standard operating procedures (SOPs) for product data, directly analogous to annotation guidelines in AI labeling workflows. Applied strong attention to detail and managed high-volume data for quality and precision, simulating AI data labeling requirements. • Created data classification SOPs mimicking annotation instructions • Enforced consistent application of data guidelines at scale • Practiced ambiguity resolution through detailed documentation • Produced clear written reports to support labeling-style evaluation tasks
Analyzed large product and sales datasets, consistently applying strict rules for accurate categorization. Developed and maintained structured evaluation criteria and standard operating procedures (SOPs) for product data, directly analogous to annotation guidelines in AI labeling workflows. Applied strong attention to detail and managed high-volume data for quality and precision, simulating AI data labeling requirements. • Created data classification SOPs mimicking annotation instructions • Enforced consistent application of data guidelines at scale • Practiced ambiguity resolution through detailed documentation • Produced clear written reports to support labeling-style evaluation tasks
2022 - Present