Ahmed Rafiq

Experience

• 

  Affectiva

  Mar 2015 - Jan 2021

  -Directed comprehensive market research and analysis to benchmark top vendors and tools, integrating cutting-edge technologies and innovative development ideas to meet our evolving business needs.-Implemented efficient annotation processes by applying Lean Six Sigma principles and leveraging extensive experience in annotation and quality control. Established a continuous feedback loop to identify root causes and drive process improvements.-Developed automated quantitative reports to assess quality at each annotation stage, generating detailed insights by annotation type, project, or team member. Supplemented these reports with qualitative feedback to ensure data accuracy and reliability.-Collaborated with machine learning engineers, product managers, and feature owners to refine and enhance annotation practices, ensuring alignment with business objectives and technological advancements.-Optimized the data pipeline in partnership with the Data Engineering team, employing advanced techniques to streamline data organization and maximize annotators' efficiency.-Structured a clear team framework, delineating roles and responsibilities, and establishing robust promotion criteria. Designed and implemented key performance indicators (KPIs) to motivate team members, highlighting their strengths and areas for development, and fostering a culture of continuous recognition and improvement. Visa mindre -Managed large teams, building and optimizing their work and development processes.-Recruited and structured teams, coaching both junior and senior managers to enhance their skills.-Established and managed relationships with annotation vendors across different time zones and cultures.-Demonstrated a high level of understanding in data science and machine learning algorithm development.-Proactively addressed issues and implemented solutions independently, increasing productivity with minimal budget impact. Visa mindre

  • Director of Data Annotation

    Jan 2019 - Jan 2021

  • Senior Manager

    Mar 2019 - Sept 2019

  • Project Manager

    Jan 2017 - Feb 2019

  • Team Lead

    Jun 2016 - Sept 2017

  • Data Annotation Specialist

    Mar 2015 - Jan 2016
• 

  Smart Eye

  Jun 2021 - Jan 2024

  Director of Data Annotation

  -Directed comprehensive market research and analysis to benchmark top vendors and tools, integrating cutting-edge technologies and innovative development ideas to meet our evolving business needs.-Implemented efficient annotation processes by applying Lean Six Sigma principles and leveraging extensive experience in annotation and quality control. Established a continuous feedback loop to identify root causes and drive process improvements.-Led the integration of annotation processes following Smart Eye's acquisition of Affectiva, ensuring seamless alignment and optimization of workflows between the two companies to create one best practice that we all work on.-Developed automated quantitative reports to assess quality at each annotation stage, generating detailed insights by annotation type, project, or team member. Supplemented these reports with qualitative feedback to ensure data accuracy and reliability.-Collaborated with machine learning engineers, product managers, and feature owners to refine and enhance annotation practices, ensuring alignment with business objectives and technological advancements.-Optimized the data pipeline in partnership with the Data Engineering team, employing advanced techniques to streamline data organization and maximize annotators' efficiency.-Structured a clear team framework, delineating roles and responsibilities, and establishing robust promotion criteria. Designed and implemented key performance indicators (KPIs) to motivate team members, highlighting their strengths and areas for development, and fostering a culture of continuous recognition and improvement. Visa mindre

• 

  Annota8

  Jan 2024 - now

  Founder / CEO

  Redefining AI Services.