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Avocado Tech Group User

@rymanacevedo

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Senior AI Engineer who delivers scalable products, mentorship, and measurable growth.

United States

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What I'm looking for

I’m looking for a team where I can lead AI and full-stack engineering, partner with product and leadership, and mentor others—turning strategy into scalable systems that measurably improve performance, reliability, and business outcomes.

I’m a Senior AI Engineer and technical leader with 10+ years architecting systems that scale from early products to enterprise delivery. I’ve built and migrated agentic and AI-powered experiences, including an MVP delivered for 1,000 users in two months, and I focus on quality, performance, and end-to-end execution.

I’ve driven meaningful outcomes across teams and platforms—improving startup performance by up to 91%, cutting hiring timelines by 85%, and delivering revenue impact through startup initiatives. I lead through mentorship and clear strategy, using AI planning and strong engineering practices to turn concepts into reliable, high-usage products.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Freelance

Aug 2023 - Present (3 years)

Developed the ClydeAI MVP for 1,000 users in two months and built an agentic coding pipeline. Engineered Go-based biometric authentication and full-stack React/.NET Core and Angular solutions to scale client platforms (including insurance onboarding from 2,000 to 22,000 users).

TypeScript React .NET Core Go Angular biometric authentication REST APIs Java Redux

Senior Fullstack Engineer

Amplifire

Nov 2021 - Aug 2023 (1 year 9 months)

Architected and led a core application migration from Java to React, scaling from 200,000 users to over 5B learner interactions with zero downtime. Built a knowledge gaps platform using Chakra UI and reduced preventable incidents by 79%; enabled secure Spring Boot REST API integrations supporting over 115,000 requests per hour.

Java React Chakra UI REST APIs Spring Boot

Software Engineer (Team Lead)

Omitron Inc

Nov 2019 - Nov 2021 (2 years)

Created Angular, Kafka, and D3.js dashboards for real-time satellite decision visualization, improving efficiency for over 2 million data ingest requests. Designed an Astro UI design system with Storybook across 5 teams (reducing component creation time by 60%) and scaled an Angular/Spring Boot asset system serving 33K military customers.

Angular Kafka D3.Js Storybook Design Systems Spring Boot

Machine Learning Engineer

LexisNexis

Nov 2018 - Nov 2019 (1 year)

Collaborated with data science to build a Python machine learning model that reduced legal document analysis time to under 1 second, saving $30M annually. Built Python machine learning architecture for multi-petabyte datasets, reducing training cycles by 720% while maintaining enterprise-grade accuracy.

Python Machine Learning Data Analytics Document Analysis Model Training Optimization