Machine Learning Engineer
CurrentMachine Learning & GenAI• Deployed Daily Sales Dataset explanations + Q&A using Large Language Models in Databricks.• Voice synthesis & audio cloning using Coqui Text-to-Speech to convert dataset explanations into audio.• Sales forecast to the Daily Sales dataset using regression models to improve summaries.• Meeting Transcriptions & Summarization + Q&A using Speech-to-Text and Large Language Models.• Document / Text search and summarization using Embedding models and LLMs.• Slow & Fast Inventory Classification in Aggregates Sector deployed in Snowflake.• Customer Risk Classification in SCAC deployed in SAP Hana.Process Automation• Daily Cost & Expenses Dashboard using Tableau and Visual Basic Scripts + SQL procedures.• Daily Travel Expenses & Audit Dashboard using APIs and SQL procedures.• Online repository for all existing dashboards and reports in Cemex USA.• Automatic & dynamic e-mails for multiple Cemex USA activities.Weekly deliverables:• Month-end Accounts Payable reports and presentations for Planning and P2P• SQL Database and PowerBI / Tableau Dashboard maintenance• Weekly Bank Recon reports and Early Releases• AI Training & LaboratoriesService Delivery Award – 2021 Business Service Organization Annual Meeting