D
Domingo Javier Garcia
About
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United States
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work
Full-time jobs
Starting at
USD70.7/hour
Résumé
Jobs
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Senior Software EngineerParallelStaffApr 2022 - Nov 2022 (8 months)Engineered a cross-domain intelligent document classification system using scikit-learn, spaCy, and FastText for processing insurance, legal, and regulatory documents. The system, deployed via Flask and NGINX on AWS EC2, achieved a 95% accuracy rate across multiple categories, accelerating document triage and compliance workflows by 40%. Developed a distributed model training infrastructure for large-scale NLP tasks, leveraging TensorFlow, PyTorch, and Apache Spark on GCP Dataproc. This implementation improved model training efficiency while introducing centralized logging and real-time monitoring through Prometheus and Grafana, ensuring optimal performance and operational insights. Created a modular microservices architecture for real-time- TSenior Software EngineerTriNetX, LLCSep 2021 - Mar 2022 (7 months)Led the architecture and development of a scalable, AI-driven healthcare data processing system for clinical document classification and patient risk modeling using PyTorch and Hugging Face Transformers(BERT, GPT-2, RoBERTa). Improved model accuracy by 24% through multi-task learning strategies. Designed a distributed model inference system using NVIDIA Triton and TensorFlow Serving for serving multiple healthcare models, scaling efficiently to handle over 10,000 daily requests, ensuring low-latency responses in real-time applications. Developed and optimized a real-time NLP pipeline to process and extract relevant clinical information from unstructured EHR datasets using spaCy, FastText, and TextBlob, achieving a 17% improvement in data ex
- Software EngineerCapital OneAug 2019 - Aug 2021 (2 years 1 month)Engineered a high-availability, secure microservices platform for real-time financial insights and transaction monitoring; leveraged Python/Django, Node.js, Java (Spring Boot/Hibernate), and React/Next.js, boosting throughput by 50% across millions of customer records. Designed and delivered end-to-end SaaS solutions spanning backend, frontend, and data layers (PostgreSQL, Elasticsearch), including contract-first REST/GraphQL APIs, authentication/authorization flows, and compliance-aligned data models. Architected multi-cloud infrastructure (AWS & GCP) with Kubernetes orchestration, Kafka streaming pipelines, and tiered storage, improving query performance by 40% and cutting operational costs by 53%. Directed secure backend and API architec
- Senior Software EngineerGustoFeb 2016 - Apr 2019 (3 years 3 months)Developed full-stack automation tools using Python, Node.js, C#, React, replacing repetitive manual workflows and improving operational efficiency. Built single-page applications (SPAs) with React, Angular 2, and Redux, enhancing performance and user experience for high-concurrency systems. Engineered backend services with Node.js, Python, and SQL/NoSQL databases to improve API security, database integration, and query performance. Designed and deployed RESTful APIs with Spring Boot and OAuth2/JWT authentication, enabling secure data exchange across services. Implemented real-time data streaming using WebSockets and REST APIs, supporting multiple data feeds and analytics pipelines. Developed inventory tracking and operational dashboards wit
Education
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- Doctorate, Artificial IntelligenceThe University of Texas at AustinJan 2024 - Jan 2026 (2 years 1 month)
- Master of Science, Computer ScienceUniversity of MichiganJan 2022 - Jan 2023 (1 year 1 month)
- Bachelor of Science, Computer ScienceThe University of Texas at AustinJan 2011 - Jan 2016 (5 years 1 month)
Awards
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- IICPC Gold PrizeJan 2012