Ronnie Souza
@ronniesouza
AI Engineer specializing in scalable, cloud-native GenAI systems and RAG pipelines.
What I'm looking for
I am an AI Engineer with 7+ years in technology, focused on designing and building scalable, cloud-native generative AI solutions that deliver measurable business impact.
I have led architecture and implementation of end-to-end RAG pipelines, intelligent agent workflows, and vector search systems using LangChain, Semantic Kernel, pgvector/Postgres, and LLM integrations.
My engineering background includes .NET, C#, Python, cloud deployments on Azure and AWS, containerization, and modern design patterns (DDD, CQRS, Event Sourcing, SOLID), enabling robust, maintainable AI services.
Notable outcomes include spearheading a multi-region GenAI platform for 60k+ users that reduced support costs by $1.5M and building a GPT-4o + Whisper automation that cut language exchange processes from hours to seconds.
Experience
Work history, roles, and key accomplishments
Designed and implemented a GenAI orchestration platform and RAG pipelines, leading AI architecture and multi-region rollout that reduced manual processes and lowered support costs across global regions.
.Net Developer
Sequor Digital Solutions
Apr 2022 - Apr 2025 (3 years)
Designed and maintained scalable RESTful APIs with .NET 8 using Clean Architecture, CQRS and DI, developed cloud-native serverless solutions on AWS, and mentored a junior developer to improve delivery quality.
Full Stack Developer
Mondragon Assembly
Jan 2021 - May 2022 (1 year 4 months)
Developed full-stack supervisory systems for automated manufacturing using .NET and SQL Server, optimizing data integration and storage to improve operational reliability.
Full Stack Developer
New Tooling
Nov 2019 - Jan 2021 (1 year 2 months)
Built and tested full-stack applications and supervisory systems using .NET Framework and DevExpress, focusing on reliability, performance, and database efficiency with SQL Server.
Education
Degrees, certifications, and relevant coursework
Estácio
Computer Science
2024 -
Began a remote Computer Science program at Estácio in January 2024; program is incomplete.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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