Domingo Garcia
@domingogarcia
Senior AI/ML engineer driving scalable, production-ready ML systems and MLOps for healthcare and enterprise.
What I'm looking for
I am a Senior AI/ML Engineer with 10+ years building scalable, production-grade machine learning systems and cloud-native MLOps platforms that improved model accuracy and operational reliability across healthcare, finance, and e-commerce.
I architect end-to-end pipelines, deploy LLM-powered microservices, and automate workflows—boosting model accuracy by 45%, automating 75% of workflows, and achieving platform availability up to 99.9% using tools like TensorFlow, PyTorch, Hugging Face, Kubeflow, and Terraform.
I mentor engineering teams, drive compliance with standards such as HIPAA, and deliver measurable business outcomes by integrating robust model monitoring, data lineage, and CI/CD practices to ensure secure, reliable, and scalable AI-driven products.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
ParallelStaff
Apr 2022 - Nov 2025 (3 years 7 months)
Architected and deployed scalable AI/ML systems including document classification, RAG search, real-time anomaly detection, and medical claims fraud detection, improving accuracy up to 95% and reducing processing/response times by up to 65%. Led MLOps, multi-cloud IaC, and CI/CD practices to achieve >99.9% platform availability and automated 75% of workflows.
Senior Software Engineer
TriNetX, LLC
Sep 2021 - Mar 2022 (6 months)
Led architecture of scalable AI-driven healthcare data processing and inference systems using Transformers and Triton, improving model accuracy by 24% and supporting over 10,000 daily low-latency requests while enhancing clinical data extraction efficiency by 17%.
Software Engineer
Capital One
Aug 2019 - Aug 2021 (2 years)
Engineered secure, high-availability microservices and data platforms for real-time financial insights, increasing throughput by 50%, improving query performance by 40%, and reducing ops costs by 53% through multi-cloud and streaming architectures.
Senior Software Engineer
Gusto
Feb 2016 - Apr 2019 (3 years 2 months)
Developed full-stack automation and real-time data systems, building SPAs and backend services that reduced manual workflows by 40% and delivered containerized anomaly detection and CI/CD pipelines for scalable deployments.
Education
Degrees, certifications, and relevant coursework
The University of Texas at Austin
Doctorate, Artificial Intelligence
2024 -
Doctoral studies in Artificial Intelligence focusing on advanced AI/ML research and systems engineering.
University of Michigan
Master of Science, Computer Science
2022 - 2023
Completed a Master of Science in Computer Science with emphasis on machine learning and natural language processing.
The University of Texas at Austin
Bachelor of Science, Computer Science
2011 - 2016
Activities and societies: ICPC Gold Prize 2012
Earned a Bachelor of Science in Computer Science with coursework in software engineering and algorithms.
Tech stack
Software and tools used professionally
Amazon Redshift
Apache Spark
AWS Glue
Pachyderm
D3.js
GitHub
GitLab
Kubernetes
Cloudflare
Jenkins
CircleCI
GitHub Actions
GitLab CI
Pandas
PySpark
Dask
dbt
PostgreSQL
MongoDB
Gmail
Node.js
Django
Spring Boot
.NET Core
Next.js
.NET
Tailwind CSS
Material-UI
Databricks
OpenCV
Redis
Terraform
AWS CloudFormation
Azure Resource Manager
Angular 2
React
Vue.js
JavaScript
Python
HTML5
Java
TensorFlow
PyTorch
MLflow
scikit-learn
Kubeflow
Streamlit
Kafka
FastAPI
MongoDB Atlas
Grafana
Prometheus
OpenTelemetry
GraphQL
gRPC
Elasticsearch
OpenSearch
Milvus
Protobuf
AWS Lambda
Serverless
TypeScript
OAuth2
Docker
NGINX
Airflow
GraphDb
SQL
IBM Cloud
XGBoost
Hugging Face
LightGBM
Seldon
Qdrant
LangChain
LlamaIndex
Weaviate
AutoGen
Pinecone
CrewAI
Tecton
Feast
Label Studio
SuperAnnotate
Evidence
ONNX Runtime
Agentic
Enhance
Faiss
Loops
PEFT
Dynamic
Task
Availability
Location
Authorized to work in
Job categories
Skills
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