Senior Software Engineer
I'm a senior software engineer with +10 years of experience building AI-powered systems and large-scale data platforms. My work sits at the intersection of machine learning, distributed systems, and cloud infrastructure from multi-agent LLM applications to Spark/Kubernetes workloads on AWS. I tend to work on problems with enough depth that some of it has ended up published or in a patent application, and I care a lot about shipping things that actually work in production.
Experience
Varicent
Senior Machine Learning Engineer — Data & ML Backend · Toronto, Canada
Paladin AI — acquired, now PACE InstructIQ (TXT Group)
Founding Machine Learning Engineer — Data & ML Backend · Montreal, Canada
Western University
M.Sc. Researcher & Teaching Assistant · London, Canada
Ícaro Technologies — IBM Business Partner
Software Engineer — Data Analytics & ITSM · Campinas, Brazil
Publications & Patents
USPTO Patent
Automatic inferential pilot competency analysis based on detecting performance norms in flight simulation data
IEEE Access Journal
ML4IoT: A framework to orchestrate machine learning workflows on Internet of Things data
Education
Western University
M.E.Sc. in Software Engineering · London, Canada
Thesis. Research focus on ML frameworks for IoT data pipelines, published in IEEE Access.
University of São Paulo — USP
B.Sc. in Information Systems · São Carlos, Brazil
Open source
A VS Code–compatible extension for Cursor,
VSCodium, and any Open VSX–based editor. Open
your ~/.aws/credentials and
~/.aws/config files directly from the editor, switch
the active AWS profile from the status bar, and set any named
profile as [default] — no terminal required.