Pragmatic AI consulting for teams shipping their first LLM features
I help teams build out AI products without the heavy process. After leading AI work as a tech lead, I’m now building a small independent practice—partnering with a handful of teams to uncover the right use cases, ship useful first versions, and leave everyone confident to keep iterating.
Hands-on AI partner
From mapping workflows to launching pragmatic copilots without unnecessary process.
Technical leadership
Shipped LLM features as an AI tech lead—comfortable pairing with product, design, and engineering.
Collaborative delivery
Builds alongside internal teams, leaving useful documentation and evaluation loops behind.
Model partners
- OpenAI
- Claude (Anthropic)
- Google Gemini
Frameworks
- LangChain
- Hugging Face
- custom agentic flows
Data + delivery
- Vector databases
- RAG systems
- Fine-tuning
Cloud platforms
- AWS
- Google Cloud
- Azure
What clients get
Strategy ↔ Build ↔ Enable
I bring product, engineering, and delivery together. Expect someone who can dig into prompts and evals, talk roadmap with the leadership team, and leave behind documentation your engineers actually use.
Discovery
Rapid context gathering, workflow mapping, and success measures everyone can rally around.
Delivery
Pairing with your team to prototype, test, and launch something dependable before scaling.
Early co-pilot wins
Pairing with product squads to uncover quick workflows where AI can help immediately.
Pragmatic delivery
Designing prompts, evaluation loops, and handover guides so teams stay confident after launch.
Enable the team
Sharing lightweight playbooks and templates that help engineers and PMs keep shipping value.
Where I can help right now
No inflated case studies—just the formats that have worked across product, ops, and go-to-market teams.
Focus discovery sprint
Clarify where AI moves the needle and scope a realistic first win in two weeks or less.
Pilot build partnership
Ship an LLM-powered workflow together with evaluation and handover baked in.
Team enablement sessions
Workshops to share what works (and what doesn’t) from real-world deployments.
How I work
A calm, transparent partner
I keep things lightweight: clear weekly goals, shared docs, and a running changelog so your team sees progress as it happens.
Listen first
We start with how your team works today. I join key sessions, map the workflow, and agree on a narrow problem to solve.
Prototype responsibly
We co-build scrappy experiments, measure them against the right guardrails, and only double down when the value is clear.
Level up your team
I document what we build, share the playbooks, and stay close until your team feels confident running with it.
Let’s explore your first (or next) AI win
Whether you need a second opinion on strategy or a partner to build alongside your team, I’m happy to talk. We can cover goals, constraints, and the type of collaboration that fits best.
Get in touch
Based in London and working with teams remotely across the UK and Europe.
dev@devector.io
Send a note with a quick summary of what you’re exploring and I’ll reply within a day.
linkedin.com/company/devector
Prefer a social intro? Drop a note on LinkedIn and share what your team is exploring.