Omar Morales
@omarmorales
Results-driven AI and agentic workflow engineer with 10+ years of leadership.
What I'm looking for
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
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.
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.
Site Reliability Engineer
Sysco LABS
Mar 2021 - Jan 2025 (3 years 10 months)
Improved uptime and delivery reliability by automating observability and feedback loops, building internal operational tools and integrating Vertex AI for intelligent recommendations and experimentation.
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.
Independent Product Consultant
Independent
Jul 2015 - Jan 2025 (9 years 6 months)
Provided managed services and product consulting to accelerate time-to-market and increase customer engagement through tailored technical and operational solutions.
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.
Geospatial Applications Analyst
TELUS International
Jan 2018 - Mar 2021 (3 years 2 months)
Optimized geospatial workflows for enterprise clients, increasing logistics efficiency by 25% and reducing delivery times via predictive routing models and deterministic outputs for downstream automation.
Business Development Manager
GradLeaders, LLC
May 2016 - May 2017 (1 year)
Led employer engagement and scaled outreach solutions across higher education recruiting platforms, exceeding client acquisition goals and driving enterprise adoption of recruitment technologies.
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.
Retail Associate Manager
T-Mobile USA
Oct 2010 - May 2016 (5 years 7 months)
Coached retail teams to increase B2B sales participation by over 80%, launched retention programs to reduce churn, and developed onboarding to accelerate new-hire productivity.
Retail Associate Manager
T-Mobile USA
Oct 2010 - May 2016 (5 years 7 months)
Coached retail teams to increase B2B sales participation by over 80% and launched retention programs that reduced churn while leading new-hire onboarding to accelerate representative productivity in high-volume stores.
Direct Inside Sales Team Leader
Dish Network
Aug 2009 - Apr 2010 (8 months)
Led a bilingual sales team to top national performance, ranking #1 among 425 reps for six months and designing training and competitions that maintained a 98% retention rate.
Inside Sales Team Leader
Dish Network
Aug 2009 - Apr 2010 (8 months)
Led a high-performing bilingual sales team ranked top nationwide, designed training and competitions that sustained a 98% retention rate and improved close rates through tailored objection handling.
Marketing Specialist
Saratoga Modular Homes LLC
Jun 2006 - Aug 2008 (2 years 2 months)
Directed regional marketing campaigns that increased foot traffic by 35% across model sites and managed full-cycle event coordination and local advertising strategies.
Marketing Specialist
Saratoga Modular Homes LLC
Jun 2006 - Aug 2008 (2 years 2 months)
Directed regional marketing campaigns that increased foot traffic by 35% across three model sites and managed full-cycle event coordination and local advertising strategies to drive sales.
Education
Degrees, certifications, and relevant coursework
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
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.
Tech stack
Software and tools used professionally
Postman
Splunk
Apache Spark
Google Cloud Platform
Amazon S3
GitHub
SonarQube
Kubernetes
GitHub Actions
Salesforce
NumPy
Pandas
PySpark
dbt
DB
MySQL
PostgreSQL
MongoDB
Cassandra
Hadoop
Rollout
Node.js
Next.js
.NET
Neo4j
Redis
Terraform
Azure DevOps
Jira
React
JavaScript
Python
HTML5
Java
CSS 3
Azure Machine Learning
TensorFlow
PyTorch
scikit-learn
Keras
Streamlit
Google Maps
Kafka
FastAPI
Linux
New Relic
Datadog
GraphQL
Firebase
Elasticsearch
OpenSearch
Kafka Streams
TypeScript
Docker
Time Analytics
NetSuite
CUDA
SQL
Amazon SageMaker
ServiceNow
Pinecone
Ray
vLLM
Cursor
pgvector
Agentic
Enhance
Faiss
Loops
Qwen
Increase
Jan
Sentence Transformers
Availability
Location
Authorized to work in
Website
mean2epsilon.blogSalary expectations
Social media
Job categories
Skills
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