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Omar Morales

@omarmorales

Results-driven AI and agentic workflow engineer with 10+ years of leadership.

United States
Message

What I'm looking for

I seek roles building production-grade AI/ML inference platforms and agentic workflows, emphasizing reliable automation, GPU-accelerated inference, collaborative engineering, and measurable business impact.

I am a results-driven AI and agentic workflow engineer with over a decade of experience delivering scalable cloud, inference, and geospatial product solutions. I specialize in building end-to-end data pipelines and retrieval systems for unstructured document intelligence using vector embeddings and deterministic agent workflows.

I've built internal AI inference and data pipeline platforms that automate identification and prioritization of government contract leads, integrated external procurement sources into normalized PostgreSQL models, and designed vectorized retrieval layers using embeddings, FAISS/pgvector-style indexing, and RAG summarization.

My hands-on work includes GPU-accelerated inference on NVIDIA hardware, containerized model serving, vLLM runtimes, Ray-based distributed testing, and production-grade CI/CD for ML systems. I also implemented schema-validated structured outputs and tool-driven agentic workflows to ensure reliable automation and high-confidence lead qualification.

I partner closely with stakeholders to produce technical documentation, drive adoption, and operationalize ML/AI solutions that improve reliability, observability, and business outcomes. I mentor teams, optimize pipelines for performance, and deliver measurable efficiency gains across supply chain and geospatial workflows.

Experience

Work history, roles, and key accomplishments

AL
Current

AI Inference Engineer

Access Communications Group, LLC

Dec 2025 - Present (3 months)

Built an internal AI inference and data pipeline platform to identify and prioritize federal/state government contract leads, improving lead matching and routing using vectorized retrieval and schema-validated agentic workflows.

AL
Current

SASS IT Engineer

Access Communications Group, LLC

Dec 2025 - Present (3 months)

Built an internal AI inference and data pipeline platform to automate identification and prioritization of government contract leads, improving matching accuracy and enabling vectorized semantic search and RAG-style summarization. Deployed local GPU-accelerated inference and Ray-based distributed testing to validate models and reduce false positives in lead qualification.

SL

Site Reliability Engineer

Sysco LABS

Mar 2021 - Jan 2025 (3 years 10 months)

Improved system uptime and delivery reliability by automating observability and incident workflows, reducing manual troubleshooting and integrating Datadog across pipelines. Built internal operational tools and automated cross-cloud ticketing workflows, reducing incident resolution time by 35% and accelerating experimentation with Vertex AI.

TI

Geospatial Applications Analyst

TELUS International

Jan 2018 - Mar 2021 (3 years 2 months)

Optimized geospatial workflows for major clients using Python and Google Maps API, increasing logistics efficiency by 25% and reducing delivery times by 20% through a predictive routing model and structured machine-readable outputs for downstream integration.

GL

Business Development Associate

GradLeaders, LLC

Apr 2016 - Apr 2017 (1 year)

Spearheaded rollout of employer engagement solutions across higher-education recruiting platforms using CRM tools, exceeding client acquisition goals and leading employer partnerships across thousands of campuses to expand service adoption.

Education

Degrees, certifications, and relevant coursework

McCombs School of Business - University of Texas at Austin logoMA

McCombs School of Business - University of Texas at Austin

Postgraduate Certificate, Artificial Intelligence and Machine Learning

2024 - 2025

Grade: 4.33 GPA

Completed a Postgraduate Program in Artificial Intelligence and Machine Learning: Business Applications with a 4.33 GPA, focusing on applied AI for business.

University of Texas at El Paso logoUP

University of Texas at El Paso

Bachelor of Engineering, Computer Science

2008 - 2011

Grade: 3.9 GPA

Activities and societies: PC Building; Photography

Earned a Bachelor of Engineering in Computer Science with a 3.9 GPA, concentrating on software and systems engineering.

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