Data Scientist with expertise in machine learning, natural language processing, and intelligent document processing. Proven track record of reducing operational costs and improving efficiency through AI-driven solutions. Specialized in developing scalable ML pipelines and automated document processing systems.Always ready to learn new technologies and adapt to whatever challenges come my way.
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Data ScientistIcustoms Feb 2023 - PresentLahore, Punjab, Pakistan● Architected and implemented an AWS-based Intelligent Document Processing System that achieved 70% reduction in document processing time.● Led the development of a multi-country HS code classification system using LangGraph and GPT-4o, resulting in coverage expansion to 5+ countries.● Designed and deployed a collaborative data annotation platform using that reduced team training time by 30%.● Fine-tuned a language model for Named Entity Recognition (NER) to automatically extract key fields from customs import/export invoices, achieving 95% extraction accuracy.● Implemented AI-powered HS code classification system for customs declarations, enabling real-time product categorization with 90% accuracy across 420+ categories. -
Research AnalystIcustoms Oct 2022 - Jan 2023Lahore, Punjab, Pakistan● Managed and performed data collection and labeling of more than 100k+ examples for a text classification model with a team of 5 members.● Implemented automated data preprocessing pipelines using Python, reducing data preparation time by 50%. -
Data AnalystFreelance (Self Employed) Jul 2022 - Jan 2023● Worked on 6+ international projects for clients in the pharmaceuticals, advertising, and academic industries.● Implemented ETL pipelines integrating Business Central, Xero, and SQL databases with automated daily refreshes, achieving 99.9% data accuracy and reducing manual processing time by 60%.● Developed comprehensive monthly and weekly dashboards in Zoho Analytics for an Australian service-based company to visualize numerous KPIs including sales and growth.
Usman Ali Education Details
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Hazara UniversityComputer Science
Frequently Asked Questions about Usman Ali
What company does Usman Ali work for?
Usman Ali works for Icustoms
What is Usman Ali's role at the current company?
Usman Ali's current role is Data Scientist | AI/ML Engineer.
What schools did Usman Ali attend?
Usman Ali attended Hazara University.
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