Work History
Engineer Manager — ML Observability
CurrentAug 2024 – Present
- Led 0-to-1 Platform Launch: Architected and delivered an enterprise ML Observability platform on Next.js from concept to production in 6 months. Built UX prototypes in Figma and ran user-study surveys; provides real-time monitoring and alerting across TensorFlow, PyTorch, GR, and LLM inference models.
- Drove 90% Operational Efficiency: Unified telemetry data across model training, serving, and product engineering teams — cutting MTTD and MTTR from hours to minutes.
- Scaled Agentic AI from POC to Production: Partnered with a 3-person team to build a Claude-powered agentic proof-of-concept; championed its expansion into Agent Copilot, a production-grade chat interface enabling autonomous feature-drift detection, anomaly analysis, and model lineage tracing. Leveraged LangChain to monitor agent input/output quality.
- AI Compliance & Risk Leadership: Directed engineering audits for EU DMA and AI Act compliance; led cross-functional partnership with Legal and Product to automate 70% of manual compliance validation workflows.
Software Engineer / Tech Lead — Ads Attribution
Meta
Sep 2021 – Aug 2024
- AI-Driven Revenue Growth (+0.5%): Partnered with AI Research and Data Science to pioneer a creative diversity framework using embedding models (Hamming distance + normalization) across Python, Hack, and JavaScript, scaling ads creative differentiation.
- Built 0-to-1 Insights Platform (+1.1% revenue): Conceived and launched a Peer Benchmark CPR insights product from scratch. Iterated with designers on Video Insights metrics and UX in Ads Manager, resulting in an additional 0.57% revenue lift.
- Rendering Performance Champion: Sustained application reliability and latency scores of 98–99.5% across a 3-year tenure, consistently exceeding the 95% organization threshold.
Engineering Manager — LinkedIn Sales Insights (LSI)
Nov 2020 – Sep 2021
- Redesigned LSI Experience (+40% renewals): Partnered with Product and UX to define a new license renewal and seat approval flow, streamlining the end-to-end process and driving a 40% increase in subscription renewals.
- Grew & Led Engineering Team: Owned end-to-end data platform delivery for LinkedIn Sales Insights; scaled the engineering organization from 6 to 10+ engineers, managing hiring, onboarding, and performance.
- Cross-functional Alignment: Synced technology roadmaps with multi-functional executives across Sales Ops, Marketing, and Product to manage infrastructure budgets and evaluate developer tooling investments.
Staff Software Engineer / Tech Lead — LinkedIn Company Pages
Oct 2018 – Nov 2020
- Technical Leadership of 10+ Engineers: Directed architecture, site redesigns, and performance strategy as Tech Lead; launched flagship 0-to-1 products including LinkedIn Product Pages.
- 50% Timeline Reduction via Custom Tooling: Architected an enterprise-wide codemod for a major platform migration, accelerating developer velocity and halving initial delivery estimates across 15 frontend infrastructure teams.
- Accessibility Champion: Cross-team led effort to achieve WCAG Grade C accessibility; authored lint rules, e2e testing standards, and conducted team brown-bags on best practices.
- People Management & Innovation: Served as people manager and mentor for 5+ junior and apprentice engineers. Secured Top 10 finish in a company-wide hackathon building a Next.js Coffee Chat portal with smart Outlook Calendar scheduling.
Principal / Staff Software Engineer — Prosoft
Realtor.com (Move Inc.)
Mar 2016 – Oct 2018
- Team Leadership & Serverless Architecture: Led 7+ engineers and QA as Tech Lead; architected a serverless transaction-management ecosystem for real estate agency and brokerage onboarding using Rails, React/Redux, and async processing via AWS SNS/SQS on ECS. Built a web app and Chrome extension for broker workflow management.
- 60% Reduction in Engineering Overhead: Spearheaded full migration from AngularJS to React (Flux), rewriting build pipelines and establishing strict unit-testing standards; built AWS Lambda (Node.js) API gateway microservices.
- Shared Component Library: Evangelized and built the Prosoft shared UI component library — 30+ components in ~6 months — leveraging Storybook for component management and documentation, adopted across multiple business units.
Senior Software Engineer — Web Core Team
Quotient Technology (formerly Coupons.com)
Feb 2012 – Feb 2016
- +20% Pre-IPO Revenue Impact: Architected and built the core print-flow engine using HTML5 WebSockets and PDF printing; stabilized and optimized this business-critical pipeline, directly contributing to a +20% revenue increase ahead of IPO.
- Responsive Framework Lead: Led a 4-engineer team to design and launch the foundational Coupons.com responsive framework, built on Node.js, Kraken.js, and Backbone/Marionette.
- Multi-Tenant Platform: Engineered an in-house configuration engine supporting dynamic multi-tenant partner theming across the entire platform. Drove migration of the Coupons AdCaster from a .NET monolith to a high-throughput Java/Handlebars architecture.
Technical Skills
Frontend Platform
ReactNext.jsTypeScriptFlowReduxNode.jsTailwind CSS
Developer Tooling
CI/CDCodemodsStorybookBundle OptimizationProfilingLint RulesJestPlaywrightSelenium
AI / ML Infrastructure
Agentic WorkflowsClaude / GenAIEmbedding ModelsLangChainTensorFlow MonitoringPyTorch Monitoring
Cloud & APIs
AWS ECSAWS LambdaSNS/SQSMicroservicesRESTgRPCGraphQLServerless
Languages
JavaScript / TypeScriptPythonHack / PHPJavaRuby on Rails
Education
M.S. in Computer Engineering
San José State University
Graduated with Honors, May 2017
B.S. in Computer Science, Minor in Mathematics
San José State University
Graduated with Honors, Dec 2011
Certifications
Build Long-Context AI Apps with Jamba
DeepLearning.AI
Mar 2026
Leadership Foundations
LinkedIn Learning
Aug 2021
Microservices: Design Patterns
LinkedIn Learning
Jan 2021
Software Architecture Foundations
LinkedIn Learning
May 2020
Ethical Hacking with JavaScript
LinkedIn Learning
Jan 2019