Engineer • AI & Product Strategy Partner • Rapid Prototyper • Technology Advisor
I translate ambiguous ideas into running software (fast), help teams de‑risk AI initiatives, and keep an eye on the intersection of practicality and possibility.
- AI Management & Delivery – From shaping problem statements to iterating production-ready prototypes.
- Rapid Prototyping / MVP Acceleration – Build → validate → refactor with intent (not just hacks).
- Technical Advisory – Architecture sanity checks, tooling strategy, “should we even build this?” conversations.
- Human + Machine Collaboration – Leveraging agents, automation, and augmentation without over‑engineering.
| Layer | Highlights |
|---|---|
| Primary | .NET / C# |
| Data / Intelligence | Python (AI/ML, automation, scripting) |
| Front / Interaction | JavaScript & TypeScript (framework-agnostic, pragmatic) |
| Patterns | Event-driven, lean microservices, composable backends |
| Craft | Proofs of concept → hardened services, iteration discipline |
| Ops Mindset | Observability, “build only what earns its keep” |
- AI project scoping & stakeholder alignment
- Prototype-to-production decision pathways
- Systems thinking & technical narrative
- API & service design pragmatism
- Automation + developer enablement
- Lean validation loops
I like:
- Short feedback cycles over speculative roadmaps
- Readable, evolvable code over “impressive” complexity
- Sharpening constraints before expanding scope
- Explaining tech in product language (and vice versa)
I avoid:
- “Just rewrite it” without scenario analysis
- Tool worship (every abstraction has a half-life)
- Adding AI because it “looks good in the deck”
- Lightweight, composable agent patterns (beyond monolithic orchestration)
- AI-assisted refactoring loops / codebase intelligence
- Declarative automation surfaces for domain experts
- Hybrid human-in-the-loop workflows that don’t slow everything down
- 🌐 Website: wojciech.org
- 💼 LinkedIn: Christopher Wojciech
- 📧 Email: chris@wojciech.org
| Need | How I Can Help |
|---|---|
| “We have an AI idea—now what?” | Clarify feasibility, outline a lean validation path |
| Prototype stuck / drifting | Diagnose scope drag & refocus deliverables |
| Tech direction uncertainty | Stack + architecture decision support |
| Want velocity without tech debt chaos | Guardrails + iteration rhythms |
I enjoy exploring unconventional workflows, building tooling that removes toil, and revisiting earlier assumptions to see what’s now trivially solvable. Curiosity > stagnation.
“Shipping something small today beats architecting something ‘perfect’ you never deploy.”
If you’ve got something interesting brewing—AI, automation, or a gnarly prototype—reach out. Always open to smart collaboration.
Thanks for stopping by! 👋