Victor Souto
@victorsouto
I build dependable AI products and lead teams shipping multi-agent systems at scale.
What I'm looking for
At CI&T, I lead AI-driven engineering initiatives across agentic SDLC workflows, multi-agent orchestration, LLM integration, developer productivity, and scalable design systems. I designed agent-based development workflows that increased project throughput 5x.
Previously at Plank, I led AI and full-stack delivery for U.S. startups, shipping production LLM applications, computer vision, speech AI, and cloud-native platforms. I partner directly with founders and mentor engineers while building with Python, TypeScript, Node.js, LangChain, LangGraph, OpenAI, and vector databases.
At Philips, I led teams and shaped architecture for Tasy, a healthcare ecosystem used in more than 950 facilities worldwide. At Questrade, I led trading and portfolio features using Angular, Node.js, microfrontends, Jenkins, and Azure DevOps.
I've also founded Scode and co-founded Hangar Network, one of Brazil's largest gaming communities. I write in Portuguese about AI engineering and technical leadership, and I'm always glad to talk with teams and founders building with AI seriously.
Experience
Work history, roles, and key accomplishments
Leading AI-driven engineering initiatives including agentic SDLC, multi-agent orchestration, LLM integration, and developer productivity. Designed agent-based development workflows, achieving a 5x project throughput increase, and built internal patterns for multi-agent orchestration with tool design, evaluation, human-in-the-loop review, and cost control.
Education
Degrees, certifications, and relevant coursework
MITx
Course, Machine Learning
2025 - 2025
Completed a course on Machine Learning with Python.
Availability
Location
Authorized to work in
Website
lidertecnico.substack.comJob categories
Skills
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