Umer Khan
Generative Ai Software Engineer @Sopra Steria
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WORK HISTORY
Generative Ai Software Engineer @Sopra Steria
Toulouse, FR
GenAI for Software EngineeringCurrent Mission : • Leading the design and development of a Generative AI solution to streamline software engineering tasks, with a focus on automating functional integration testing. • Implementing advanced techniques such as Prompt Engineering, Chain of Thought reasoning, and Graph-based Retrieval-Augmented Generation (Graph RAG). • Developing both locally and on Google Cloud using Vertex AI Workbench for experimentation, and deploying with Cloud Run and Cloud Build for scalability and automation. • Managing Google Cloud Workbench instances to support collaborative and reproducible development workflows. • Acting as technical lead, interfacing with the client through weekly technical review meetings to ensure alignment on architecture, progress, and key decisions. • Result (ongoing): Successfully validated core use cases with functional test generation. Integration to developers tooling kit is ongoing.
EDUCATION
University of Strathclyde
Exchange, Mechanical and Aerospace Engineering
International School of Paris
High School Honors Diploma
INSA Lyon - Institut National des Sciences Appliquées de Lyon
Mechanical, Materials & Aerospace Engineering (MMAE) , Mechanical Engineering
ISAE-SUPAERO
Master's degree, Aerospace Engineering
ABOUT UMER KHAN
Currently, in a role as a Generative AI Software Engineer. Passionate and curious about AI and Embedded systems, my goal is to contribute and accelerate advancement in these fields. We all have responsibilities to do our part in sustaining and advancing the human race, and I’d like to do so using the knowledge and experience I gain within these areas of expertise.
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