Adrian Murphy
@adrianmurphy
Senior software engineer delivering production AI, backend, cloud, and web systems—turning complex data into secure, scalable products.
What I'm looking for
I’m a Senior Software Engineer with 9+ years of experience delivering production AI, backend, cloud, and web systems across high-stakes domains. I specialize in turning complex data and models into secure, scalable, customer-facing products.
I build secure REST services and production-grade workflows that operationalize retrieval, analytics, and ML outputs directly inside applications. I’ve led embedding-based semantic retrieval, implemented LLM/RAG experiences, and partnered with ML teams to ship features like predictive scoring, anomaly detection, and summarization.
On the product side, I design real-time dashboards, filtering, and segmentation experiences that move users from raw data to decision-ready insights. I also deliver cohesive frontends using React/Next.js and TypeScript, including OAuth2 SSO and role-aware rendering.
I’m equally comfortable at the platform layer—designing AWS microservices, CI/CD, and end-to-end monitoring to keep systems reliable as they scale. Whether it’s onboarding portals, case-management platforms, or modernizing legacy services, I focus on measurable outcomes and maintainable engineering.
Experience
Work history, roles, and key accomplishments
Designed and delivered a natural-language analytics assistant using LLM-based RAG for SherlockAI, enabling users to query campaign data and generate concise in-product summaries. Built secure backend REST services and implemented embedding-based semantic retrieval with Elasticsearch, along with React/Next.js-based dashboard and OAuth2 SSO experiences.
Engineered a secure onboarding portal for a global bank, connecting document scanning and fraud-detection APIs to reduce manual compliance checks. Delivered retrieval and summarization capabilities using Python, LangChain, and Elasticsearch, and built multiple customer and case-management platforms using React, Node.js, and AWS services.
Built Node.js and Java/Spring Boot services for real-time inventory visibility, order tracking, and personalized recommendations. Migrated monolith components to AWS-hosted microservices and developed user-facing wishlist, product carousel, and SEO-optimized Next.js experiences.
Full Stack Developer
Facebook (Meta)
Oct 2016 - May 2020 (3 years 7 months)
Built and maintained Node.js and GraphQL APIs supplying real-time advertising metrics for campaign-management dashboards. Developed React/TypeScript features for Facebook Business Manager and implemented GDPR consent flows and account-level data control interfaces, along with Node.js/Express microservices for ad scheduling.
Education
Degrees, certifications, and relevant coursework
Dublin City University
Master's Degree of Computer Science, Computer Science
2014 - 2016
Completed a Master's Degree in Computer Science at Dublin City University from 2014 to 2016.
Dublin City University
Bachelor's Degree of Computer Science, Computer Science
2011 - 2014
Completed a Bachelor's Degree in Computer Science at Dublin City University from 2011 to 2014.
Availability
Location
Authorized to work in
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Skills
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