Fazal Ahmad

About Fazal Ahmad

I’m a Analyst with hands-on experience in AI-driven analytics, Generative AI, and…

Experience

1. Ml Data Associate

   Amazon

   Nov 2024 — Present · Bengaluru, IN

   As an ML Data Associate at Amazon (AWS), I specialize in enhancing AI-driven solutions by managing Retrieval-Augmented Generation (RAG) workflows and optimizing prompt quality for advanced machine learning models. My role focuses on ensuring that AI models generate accurate, contextually relevant outputs through meticulous prompt engineering and data validation. Key Contributions and Responsibilities:>Prompt Engineering: Designing, fine-tuning, and optimizing prompts to improve AI model responses, ensuring accuracy, relevance, and efficiency in generated outputs.>Retrieval-Augmented Generation (RAG): Integrating external knowledge sources to enhance model performance, driving better decision-making for AI applications.>Data Quality Management: Collecting, annotating, and validating high-quality datasets for machine learning training and evaluation.>Model Evaluation: Collaborating with teams to assess model outputs, providing insights to improve performance metrics such as accuracy, precision, and recall.>Concept Application: Applying foundational machine learning concepts like supervised learning, feature engineering, and data preprocessing to support AI model development.>Continuous Improvement: Identifying gaps in data pipelines and workflows, contributing to iterative improvements for ML-driven processes. My passion lies in leveraging prompt engineering and machine learning principles to unlock the full potential of AI models, drive innovation, and deliver impactful solutions.

Education

• Sam Higginbottom University of Agriculture, Technology And Sciences (SHUATS)

  Bachelor of Technology - BTech, Computer Science

  2018 — 2022