Victor Perez
Cass Reliability Analyst @Amerijet International
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WORK HISTORY
Cass Reliability Analyst @Amerijet International
Miami, FL, US
Driving AI-powered automation, data engineering, and reliability analytics across Amerijet’s technical operations.• Automated the monthly Continuing Analysis and Surveillance System (CASS) reliability report, reducing preparation time from ~7 days to under 24 hours (~85% faster) by building ETL/ELT data pipelines, automating Excel ingestion, and integrating dynamic Power BI visuals — presented directly to company leadership and the FAA.• Designed and deployed a local large language model (LLM) with retrieval-augmented generation (RAG) capabilities, enabling executives and engineers to query reliability data, ATA code insights, defect trends, and historical maintenance information in natural language — eliminating the need for manual SQL queries or BI expertise and integrating seamlessly with internal data pipelines.• Developed and maintained end-to-end ETL/ELT data pipelines that unify defect logs, ATA analytics, and reliability KPIs into centralized dashboards, significantly improving visibility and data-driven decision-making across departments.• Modernized legacy workflows by consolidating fragmented weekly Excel processes into centralized, auto-refreshing master datasets, drastically reducing manual work and improving data accuracy.• Built interactive Power BI dashboards that provide real-time visibility into reliability performance, OOS trends, and fleet-level KPIs, directly supporting strategic decision-making.• Collaborated directly with the COO and VP of IT to present AI-driven reliability tools and automation strategies, leading technical discussions and shaping Amerijet’s roadmap for AI adoption and digital transformation.
EDUCATION
George T Baker Aviation School
Airframe Mechanics and Aircraft Maintenance Technology/Technician
CodePath
Intro to Cybersecurity
Miami Dade College
Associate of Arts - AA
Miami Springs Senior High School
High School Diploma
The Honors College at Florida International University (FIU)
Bachelor of Science - BS
Miami Dade College
Associate of Science - AS
CodePath
Technical Interview Preparation (Software Engineering)
ABOUT VICTOR PEREZ
Skilled in Python, Flask, React (Vite), SQL, and LLM integration for building applied AI…
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