Ryan Ambrad — Senior Software Engineer

Senior Software Engineer with 8+ years of experience building full-stack applications, AI-powered workflows, and business intelligence solutions for SaaS, fintech, and e-commerce platforms. On the engineering side, I specialize in Python backend services (FastAPI, Flask), React frontends, REST APIs, and cloud-native infrastructure on AWS — designing systems from early prototype through production. I've built LLM-powered workflows using OpenAI and LangChain for document processing, content summarization, and AI-assisted automation, and led CI/CD pipelines and architecture reviews across distributed remote teams. I also bring deep experience in data and BI — designing Power BI dashboards, DAX semantic models, and ETL pipelines that connect ERP, finance, and operational data into governed, executive-ready reporting. I've consistently reduced manual reporting effort by 35–40% through SQL automation, scheduled refreshes, and cross-functional stakeholder alignment. I thrive in fast-moving remote environments, owning ambiguous problems end-to-end — from API design and AI integration to KPI dashboards and data quality. Whether shipping a new product feature or building a reporting layer leadership can trust, I focus on clean, scalable solutions that move the business forward.

Stackforce AI infers this person is a Full-Stack Software Engineer with expertise in SaaS and AI-driven solutions.

Location: Querétaro, Mexico

Experience: 7 yrs 9 mos