Omar Imran
Machine Learning Engineer @Communications Security Establishment Canada Centre De La Sécurité Des Télécommunications Canada
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WORK HISTORY
Machine Learning Engineer @Communications Security Establishment Canada Centre De La Sécurité Des Télécommunications Canada
Developing a statement of work generator chatbot using RAG architecture on Azure and OpenAI, incorporating LLMs, chunking, and indexing with Azure AI Search to optimize procurement processes- Building a chatbot on Databricks to assist potential airline pilots in obtaining their licenses, leveraging agentic RAG architecture with LangChain and LangGraph - Designing and deploying web applications for multiple chatbots using Flask, HTML, JavaScript, and CSS, hosted on Azure App Services that seamlessly integrate with AI-driven back-end architecture to enable dynamic responses and provide an intuitive interface for end-users- Creating scalable data ingestion pipelines utilizing Azure Data Factory and Databricks, ensuring efficient and reliable data processing that handle diverse data sources, streamline data integration workflows, and support critical business and analytical projects with enhanced fault tolerance- Evaluating performance of various chatbots using Ragas and Mosaic AI to assess metrics such as response quality, retrieval accuracy, and overall system effectiveness
EDUCATION
Carleton University
Bachelor of Engineering - B.Eng, Software Engineering
Carleton University
Master of Applied Science - M.A.Sc, Electrical and Computer Engineering with Data Science Specialization
ABOUT OMAR IMRAN
ML Engineer II @ CSE | M.A.Sc. & B.Eng. @ Carleton University
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