Amina Ahmad usman
@aminaahmadusman
Data labeling and AI specialist driving insights and scalable ML pipelines.
United StatesWhat I'm looking for
I am a data labeling and AI specialist with hands-on experience designing scalable data pipelines and building AI-driven solutions that improve operational efficiency and business outcomes. I have implemented Apache Beam and Apache Kafka pipelines, created interactive dashboards with Tableau and Matplotlib, and deployed predictive maintenance models using TensorFlow and pyTorch to reduce downtime and improve equipment effectiveness.
I collaborate across teams to translate business problems into data-driven solutions, continuously monitor and refine models for sustained accuracy, and leverage strong foundations in statistics, data visualization, and data mining to deliver measurable impact—such as a reported 30% increase in data processing efficiency and a 20% sales uplift from improved customer-behavior visualization.
Experience
Work history, roles, and key accomplishments
AI Data Specialist
Sayoona Global
Feb 2024 - Present (1 year 8 months)
Designed and implemented a scalable data pipeline using Apache Beam and Apache Kafka, increasing data processing efficiency by 30% and built dashboards that improved sales by 20% through customer behavior visualization.
AI Data Specialist
Cleanwave International
Aug 2018 - Feb 2024 (5 years 6 months)
Developed and deployed a predictive maintenance model using PyTorch and TensorFlow, reducing equipment downtime by 25% and increasing overall equipment effectiveness by 15%.
AI Data Specialist
Pulse Empire
Jan 2017 - Apr 2018 (1 year 3 months)
Monitored and continuously improved AI models to maintain accuracy and effectiveness over time, supporting production model stability and performance.
Education
Degrees, certifications, and relevant coursework
FUFlorida State University
Bachelor of Science, Computer Science
2020 - 2025
Bachelor of Science in Computer Science pursued at Florida State University from 2020 to 2025.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
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