I love turning frontier AI into products that feel effortless and earn people’s trust. I weave language models, retrieval-augmented reasoning and federated learning into the tools doctors, students and consumers use, guiding ideas from sketch to reliable, compliant reality. My work spans the full stack: cloud foundations, secure services, welcoming interfaces and machine-learning pipelines, all working together so data flows smoothly while privacy and governance stay front of mind. I enjoy mentoring teammates, sharing ideas and setting clear goals that keep models transparent and systems sturdy. Together we turn bold ideas into technology that quietly makes everyday life a little easier.

I love turning frontier AI into products that feel effortless and earn people’s trust. I weave language models, retrieval-augmented reasoning and federated learning into the tools doctors, students and consumers use, guiding ideas from sketch to reliable, compliant reality. My work spans the full stack: cloud foundations, secure services, welcoming interfaces and machine-learning pipelines, all working together so data flows smoothly while privacy and governance stay front of mind. I enjoy mentoring teammates, sharing ideas and setting clear goals that keep models transparent and systems sturdy. Together we turn bold ideas into technology that quietly makes everyday life a little easier.

Available to hire

I love turning frontier AI into products that feel effortless and earn people’s trust. I weave language models, retrieval-augmented reasoning and federated learning into the tools doctors, students and consumers use, guiding ideas from sketch to reliable, compliant reality. My work spans the full stack: cloud foundations, secure services, welcoming interfaces and machine-learning pipelines, all working together so data flows smoothly while privacy and governance stay front of mind.

I enjoy mentoring teammates, sharing ideas and setting clear goals that keep models transparent and systems sturdy. Together we turn bold ideas into technology that quietly makes everyday life a little easier.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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Language

Javanese
Advanced
Aragonese
Advanced
English
Fluent

Work Experience

Senior LLM & Full-Stack AI Engineer at Iodine Software
June 30, 2025 - July 10, 2025
Delivered AwarePre-Bill Clinical Assistant to flag documentation gaps pre-billing. Streamed HL7 events through Kafka into model pipelines without vendor lock-in. Rebuilt reviewer portal in Next.js server components for faster first paint. Deployed Kubeflow fine-tuning inside hospital firewalls, protecting PHI. Added DeepChecks gates that halt releases on hallucination spikes. Rolled out OpenTelemetry dashboards surfacing prompt success in real time.
Senior Full-Stack & GenAI Engineer at Tenet Healthcare
June 30, 2023 - July 10, 2025
Integrated Commure’s Ambient Speech capture with GPT summaries in the EHR. Authored .NET/Node FHIR gateway maintaining end-to-end traceability. Launched Clinician React Console with live draft editing. Implemented CQRS audit paths from audio packet to signed note. Ran Playwright exam-room tests on every merge. Co-wrote HIPAA/HITRUST GenAI policy and mentored five engineers on prompt safety.
Senior Full-Stack & NLP Engineer at Quizlet
November 1, 2021 - July 10, 2025
Fine-tuned BERT for Learning Assistant grading, raising answer acceptance. Wrote a scoring service with Go and Node.js using gRPC and Redis for millisecond reads. Embedded Confidence-Meter React widget streaming hints over WebSockets. Rolled out Argo Rollouts on GKE for canary and instant rollback. Added Great Expectations checks stopping biased content at the gate. Conducted COPPA and FERPA compliance reviews for new analytics feeds.
Backend & Data Engineer at Self Financial
August 1, 2019 - July 10, 2025
Split a Flask monolith into Node.js and Java micro-services on EKS, wired by Kafka. Shipped a React dashboard that cut customer support traffic. Instituted Saga-style event workflows to stabilize loan origination. Added Pact contracts that froze breaking API changes at build time. Terraformed AWS infra with auto-rotating KMS keys for PCI audit passes.
Full-Stack Engineer at Southwest Airlines
October 1, 2017 - July 10, 2025
Built a Spring cache facade that shielded seat-map lookups during fare sales. Migrated booking flow to responsive Vue pages for mobile travelers. Authored JMeter harness hitting complete purchase paths under peak loads. Verified PCI controls with security before the relaunch. Co-created Node.js CLI tooling that sped up engineer environment setup.
Junior AI & Full-Stack Engineer at Facebook
December 31, 2015 - July 10, 2025
Extended DeepText to boost M-assistant intent detection, collaborating with ranking scientists. Re-hosted News-Feed reads on a Node.js GraphQL tier, trimming over-fetch and latency. Rewrote Timeline widgets in React, dropping bundle size and easing feature work. Added Jest snapshots that blocked nightly visual regressions.
AI & Software Engineering Internship at Facebook
July 31, 2014 - July 10, 2025
Senior LLM & Full-Stack AI Engineer at Iodine Software
June 30, 2025 - July 10, 2025
Delivered AwarePre-Bill Clinical Assistant to flag documentation gaps pre-billing. Streamed HL7 events through Kafka into model pipelines without vendor lock-in. Rebuilt reviewer portal in Next.js server components for faster first paint. Deployed Kubeflow fine-tuning inside hospital firewalls, protecting PHI. Added DeepChecks gates that halt releases on hallucination spikes. Rolled out OpenTelemetry dashboards surfacing prompt success in real time.
Senior Full-Stack & GenAI Engineer at Tenet Healthcare
June 30, 2023 - July 10, 2025
Integrated Commure’s Ambient Speech capture with GPT summaries in the EHR. Authored .NET/Node FHIR gateway maintaining end-to-end traceability. Launched Clinician React Console with live draft editing. Implemented CQRS audit paths from audio packet to signed note. Ran Playwright exam-room tests on every merge. Co-wrote HIPAA/HITRUST GenAI policy and mentored five engineers on prompt safety.
Senior Full-Stack & NLP Engineer at Quizlet
November 30, 2021 - July 10, 2025
Fine-tuned BERT for Learning Assistant grading, raising answer acceptance. Wrote a scoring service with Go and Node.js using gRPC and Redis for millisecond reads. Embedded Confidence-Meter React widget streaming hints over WebSockets. Rolled out Argo Rollouts on GKE for canary and instant rollback. Added Great Expectations checks stopping biased content at the gate. Conducted COPPA and FERPA compliance reviews for new analytics feeds.
Backend & Data Engineer at Self Financial
August 31, 2019 - July 10, 2025
Split a Flask monolith into Node.js and Java micro-services on EKS, wired by Kafka. Shipped a React dashboard that cut customer support traffic. Instituted Saga-style event workflows to stabilize loan origination. Added Pact contracts that froze breaking API changes at build time. Terraformed AWS infra with auto-rotating KMS keys for PCI audit passes.
Full-Stack Engineer at Southwest Airlines
October 31, 2017 - July 10, 2025
Built a Spring cache facade that shielded seat-map lookups during fare sales. Migrated booking flow to responsive Vue pages for mobile travelers. Authored JMeter harness hitting complete purchase paths under peak loads. Verified PCI controls with security before the relaunch. Co-created Node.js CLI tooling that sped up engineer environment setup.
Junior AI & Full-Stack Engineer at Facebook
December 31, 2015 - July 10, 2025
Extended DeepText to boost M-assistant intent detection, collaborating with ranking scientists. Re-hosted News-Feed reads on a Node.js GraphQL tier, trimming over-fetch and latency. Rewrote Timeline widgets in React, dropping bundle size and easing feature work. Added Jest snapshots that blocked nightly visual regressions.
AI & Software Engineering Internship at Facebook
July 31, 2014 - July 10, 2025

Education

Bachelor’s Degree at University of Texas at Austin
January 1, 2009 - December 31, 2013
Bachelor’s Degree at University of Texas at Austin
January 1, 2009 - December 31, 2013

Qualifications

Add your qualifications or awards here.

Industry Experience

Healthcare, Software & Internet, Financial Services, Education

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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