Key Skills

Software

AWS SageMaker

Clickworker

CrowdFlower

CVAT

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Top Data Types

Computer Code Programming

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Text

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Computer Programming Coding

Data Collection

Freelancer Overview

I am a Principal AI and Machine Learning Engineer with extensive experience leading end-to-end AI and data science projects, including the design and deployment of scalable data pipelines for data ingestion, training, validation, and inference. My background includes developing NLP systems, recommendation engines, and advanced analytics workflows that rely on high-quality labeled and annotated data. I have established best practices for data quality, documentation, and model evaluation, ensuring that training data meets rigorous standards for reliability and business impact. My work spans domains such as finance, operations, and product analytics, where I have architected systems that transform raw and unstructured data into actionable insights. I am proficient with tools like Python, SQL, MLflow, DVC, and cloud platforms, and have a strong track record mentoring teams on data governance, labeling protocols, and analytics methodologies to support robust AI solutions.

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Work History