Sumrah Fatima
Machine Learning Developer @Bits In Glass
Signup · Get unlimited contacts
WORK HISTORY
Machine Learning Developer @Bits In Glass
Customized an AWS Transform pipeline to automatically extract and structure business rules per program from a complex legacy COBOL codebase eliminating manual code analysis and giving the modernization team a complete, traceable map of existing business logic without reading legacy code.·Built an Amazon Bedrock (Claude Sonnet) pipeline to convert extracted business rules into structured user stories for BAs and developers ensuring 100% rule traceability, reducing manual analysis effort by 75–80%·Collaborated with cross-functional teams including business analysts, developers, and clients to ensure AI outputs were aligned with business context and directly usable in agile delivery workflows.
EDUCATION
City Montessori School
Physics, Chemistry, Mathematics, Computer Science, English
University of Alberta
Master of Science - MS, Computing Science
ABESIT
Bachelor of Technology - BTech, Information Technology
ABOUT SUMRAH FATIMA
I\'m a Machine Learning Developer specializing in the last mile of AI,turning research into production systems that solve real business problems.Over the past few years, I’ve worked across enterprise AI, financial analytics, and legacy modernization.Helped clients cut manual effort by 75–98% using tools like Databricks, AWS Transform, Bedrock, Vision Transformers, and Microsoft Copilot Studio. Shipped end-to-end GenAI pipelines, RAG systems, and MLOps workflows not only as prototypes, but as production-grade systems integrated into real client workflows.I’m now focused on expanding deeper into agentic AI, MCP servers, and LangGraph because I believe the next frontier isn\'t just smarter models, it\'s systems that can reason, adapt, and act. If you\'re working on AI that needs to move from proof-of-concept to production or you just want to talk shop about GenAI, I\'d love to connect.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.