Freelance Data Science Specialist — Mercor Platform (2023–Present)
Freelance Data Science Specialist work focused on building end-to-end AI/ML analytical pipelines that include model validation and evaluation for business outcomes. The engagement involved operationalizing reproducible ML workflows to assess performance and ensure consistent results across fraud, forecasting, and analytics use cases. While the resume does not mention human annotation directly, the work strongly implies AI evaluation and dataset preparation steps as part of the pipeline. • Designed and implemented full ingestion-to-modeling-to-validation pipeline workflows • Ensured reproducibility using fixed random seeds • Built solutions for fraud detection, forecasting, and analytics use cases • Delivered projects such as churn prediction and financial risk scoring at scale