Lourdes Orvananos
Ai Ml Engineer @Trimble Inc.
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WORK HISTORY
Ai Ml Engineer @Trimble Inc.
Built an AI solution to automate construction workflows using Azure OpenAI, Semantic Kernel, and custom orchestration agents. The system includes a multi-agent architecture that routes user input — including speech — to specialized LLM-based agents (e.g, Labor, Equipment, Weather), integrates external validation tools, and supports natural language interaction with enterprise data-Developed and deployed fine tuned speech-to-text models for transcribing field audio logs; fine-tuned, evaluated, and retrained models to improve transcription accuracy in noisy construction environments-Collaborated in the creation of a personalized chatbot using Copilot Studio, improving user experience and engagement.
EDUCATION
ITESO Universidad Jesuita de Guadalajara
Bachelor's degree, Computer Science and Business Management
Texas McCombs School of Business
Postgraduate in Data Science and Business Analytics, Data science
Tecnológico de Monterrey
Master's degree, e-Commerce
Infocom - Université Lille 3
Exchange Student , Artificial Intelligence
Google Data Analytics Professional Certificate
ABOUT LOURDES ORVANANOS
AI/ML Engineer
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