From AI experiments to AI that actually works.
Hands-on AI and data engineering for companies that need things to work in production, not just in a slide deck.
Scroll to learn more →Making data get to work
Deep expertise in identifying and realizing the potential of data. From building the foundation to guiding machine and human decision making.
LLM deployments that can be trusted
A structured, validation-driven approach to deploying and auditing LLM systems — whether you're starting from scratch or improving what's already live.
Data Intelligence
From enabling basic analytics to fast-charging development. Building the data foundation, pipelines, and dashboards that let your organization make decisions with confidence.
AI-Informed Decisions
From personalized customer interactions to AI-guided internal decisions. Moving beyond tools and technology to a deep understanding of your business — and where AI genuinely helps.
Fractional Leadership
ROI-guided product strategy and clear prioritization, with the user in mind. Senior leadership on a flexible basis, for teams that need experience without a full-time hire.
Identifying Opportunity
Not sure where to start? From hackathons to design sprints — structured ways to find where data and AI create real value for your organization.
LLM Deployment
Audit & Implementation
Already live? I'll audit what's running. Still planning? I'll help you build it right from the start. The approach depends on where you are.
Multi-language edge cases, LLM evaluation at scale, migrating from deterministic to generative systems — the kind of work where the details matter more than the architecture diagram.
I tend to work best with teams that already have momentum and need someone who can help make the technical calls and get things across the line.
| Project | Client type | Tech stack | Year |
|---|---|---|---|
| Global Conversational AI Rollout | Enterprise Retail | GCP Vertex AIPythonCI/CD | 2024 |
| LLM Decision Support System | Government / NGO | Anthropic APICohereMongoDB | 2024 |
| AI Customer Service Transformation | Enterprise Retail | GCPAzurePython | 2023 |
| Analytics & ML Platform | Media / Entertainment | DatabricksPySparkAWS | 2021 |
| Personalized Communication Engine | Telecom | AWS EMRHadoopPython | 2019 |
Curious how your current setup holds up? Leave your details and I'll run a quick audit — no strings attached.
Content Optimization Audit
A review of your website content through the lens of clarity, structure, and conversion. You'll get a short report with concrete suggestions.
Usually delivered within 3 business daysChatbot Optimization Audit
I'll test your chatbot or virtual assistant as a real user would, and flag gaps in intent coverage, response quality, and conversation flow.
Usually delivered within 5 business days