Kyle Buday
@kylebuday
Senior software engineer building scalable full-stack, backend, and data/AI systems with measurable business impact.
What I'm looking for
I’m a Senior Software Engineer with 10+ years of experience building full-stack, backend, and data engineering systems across AI product, e-commerce, and financial services domains. I focus on reliability, scalability, and delivering measurable business impact.
At Wayfair, I architected two flagship platforms: the Communications Platform (processing 50M+ messages per month across 5+ brands) and Decorify, a generative AI-powered visual commerce platform. I built an event-driven microservices foundation using Java, Go, Kafka, Amazon SQS, DynamoDB, and AWS to enable high-availability delivery at scale.
I also led core AI and data initiatives—building a Retrieval-Augmented Generation (RAG) pipeline with LangChain, Python, and OpenSearch to reduce AI hallucination and improve product relevance by 28%. On the engineering side, I created low-latency REST APIs and caching layers to reduce duplicate sends by 40%, and I developed streaming data pipelines and ETL workflows to turn behavioral signals into warehouse-ready datasets.
Earlier, at Fidelity Investments, I contributed to trading and order management and financial data/reporting platforms using Java/Spring and C#/.NET, including microservices for order routing and trade lifecycle management and ETL pipelines with data lineage for regulatory auditability. I’ve also mentored 3 junior and mid-level engineers and partnered across product and design to translate business requirements into scalable architectures.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
Wayfair
Jul 2019 - Present (6 years 11 months)
Architected Wayfair’s Communications Platform and Decorify, building event-driven microservices for 50M+ messages/month and a generative AI visual commerce pipeline. Implemented RAG with LangChain/OpenSearch, reducing AI hallucinations and improving product relevance of room designs by 28%, while building real-time APIs/caching that reduced duplicate sends by 40%.
Software Engineer
Fidelity Investments
Jan 2015 - Jun 2019 (4 years 5 months)
Contributed to a Trading and Order Management System and a Financial Data and Reporting Platform, delivering full-stack, backend, and data engineering solutions. Built Spring Boot microservices for order routing/trade lifecycle and ETL workflows for regulatory reporting, supporting data integrity for 50,000+ daily trade orders.
Education
Degrees, certifications, and relevant coursework
Boston University
Bachelor of Arts, Computer Science
2010 - 2014
Earned a BA in Computer Science at Boston University from 2010 to 2014.
Availability
Location
Authorized to work in
Job categories
Skills
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