01 / ADVISE
AI Strategy & Technical Direction
Turn an AI idea, business problem, or technical uncertainty into a practical path forward — from opportunity identification to scalable, cost-conscious roadmaps.
AI Solutions Engineer
Open to remote AI/ML engineering roles and Consulting
Hi, I'm Victor
AI Solutions Engineer
I help mission-driven teams and growing businesses find where AI actually helps, then build it so it works day to day. I've built grounded AI assistants for education and internal knowledge, and I design for privacy, sensible costs and the people who rely on them.
IN PRODUCTION
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AI4AI Knowledge Assistant
Role-based RAG that answers staff questions from internal SOPs and policies.
View project
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Teacher Co-Pilot
Curriculum-aligned lesson plans and assessments, with an LLM-as-judge quality check.
View project
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Student Co-Pilot
Tutoring grounded in verified curriculum content, so answers stay tied to what students are taught.
View project
HOW I CAN HELP
Use AI where it creates real value — and build what your organisation actually needs.
Whether you need to figure out where AI fits, improve an existing system, build a new one, or equip your team — I can help at the stage that makes the most sense.
02 / BUILD
Applied AI Systems
Turn a proven AI use case into a dependable system — from RAG applications and LLM-powered workflows to multi-agent systems and scalable backend architectures.
03 / OPTIMIZE
RAG & AI System Optimization
Diagnose retrieval, grounding, evaluation, and reliability problems so your AI system produces more useful and dependable results.
04 / ENABLE
AI Enablement & Team Training
Bespoke training built around your team's roles, workflows, and AI maturity — moving people from using AI tools to using them effectively and responsibly.
THE PROCESS
How we'd work together
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01
A 30-minute call
We talk through the workflow you want to improve, so I understand how the work gets done today.
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02
A short written assessment
You get a plain-English note: what to build, what to skip, and why.
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03
Small, testable stages
I build or train in small stages, and you review each one before we move on.
Have an AI challenge, project, or capability gap?
Whether you're trying to decide what to build, improve an existing system, build something new, or equip your team, let's discuss what would make the most sense for your organization.
I reply personally within 24–48 hours.
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