Projects Delivered
from MVP to enterprise
Ciprian Cimpan delivers
AI-ready software, from architecture to deployment: clean code, clear roadmaps, and measurable ROI in weeks, not quarters
You know AI can help and want concrete results.
I pick high ROI use cases, validate feasibility, and provide a concrete plan for you.
Prioritized use cases mapped to business KPIs
Feasibility notes (data, model, risks)
Architecture sketch (data flow, guardrails, cost envelope)
Complete execution plan with prioritized task list
"Right-fit AI" checklist: data readiness, latency, reliability, cost, compliance
Codebase review, architecture, performance, security, developer experience.
Risk map (stability, scalability, security)
Refactor plan with effort/impact matrix
Quick wins list (1-2 week fixes)
Cost and performance projections
LLM copilots, RAG/data apps, workflow automation, APIs, internal platforms.
Weekly milestones and demos, working software from week one, docs and runbooks for clean handoffs
Automated tests, tracing/metrics, cost monitoring, evals/guardrails for LLM features
Tech strategy, roadmap governance, vendor selection, hiring/interviews, architecture review.
Quarterly objectives
Monthly reporting
AI Discovery Sprint → Prove Value Fast
Modernization Assessment → Unblock A Roadmap
Build & Integrate → Ship Production Value
Fractional CTO → Keep Quality And Velocity High
Define business goals, timeline and deliverables.
Technical roadmap with clear milestones, risks & costs.
Short iterations with regular demos to keep you informed.
Handoff with documentation and deployment support.
Book a free call: let's identify your highest-ROI opportunity and map a plan to make it happen!
Full-stack software engineer and AI consultant
I ship production-ready systems that drive measurable outcomes: fast, clean, and tied to ROI.
I've built and scaled software across industries, from architecture and data pipelines to LLM integrations. I bring senior-level depth and AI fluency to every project, working in efficient sprints: short discovery, tight plans, and weekly tangible progress.
You get working software, not tickets. Accountable, communicative, and outcome-focused: I always finish what I start.
I optimize for the numbers you care about.
Revenue, conversion, cost savings, speed: your metrics improve, or we adapt the plan until they do.
Decisions made, not deferred.
I take the lead, make calls, solve challenges and always keep things moving.
You get production-ready software, deployed and working.
The right tool for the problem, every time.
Simple architectures over clever ones: AI where it moves metrics, proven reliability everywhere else.
Clean handoffs: you own the result fully.
Delivered in weeks, not quarters.
Short discovery → tight plan → tangible results fast.
You see progress constantly, course-correct early, and stay in control of budget and scope.
Ready for modern, scalable, and intelligent applications, refined through years of experience.
Systems that learn, adapt, and deliver value
Autonomous agents, RAG pipelines, custom LLMs, and more. Every AI solution is built for reliability, cost control, and measurable business impact.
Scalable systems that power your business logic
High-throughput APIs, event-driven architectures, and complex integrations: built clean, tested thoroughly, and adding value from day one.
From simple queries to billion-row analytics
Transactional databases, real-time analytics, and graph relationships: designed for the queries you run today and the scale you'll need tomorrow.
Interfaces that drive engagement
Responsive, performant frontends: from landing pages and dashboards to AI-powered experiences that keep users engaged and coming back.
Ship fast, stay observable, control costs
CI/CD pipelines, infrastructure as code, automated testing and monitoring to give your business velocity without sacrificing reliability.
Partners who trusted me to deliver, and came back for more
























A track record built one shipped project at a time
from MVP to enterprise
kickoff to working version
built for ROI, not prototypes
hired once, chosen again
We had a working prototype in nine days. I've waited longer for proposals from agencies. Ciprian just gets in there and builds.
Marco Silva
Founder, Solvara Health
I expected a pitch about machine learning. Instead, Ciprian showed us which three processes were costing us the most and automated the one with the fastest payback. Very practical, zero hype.
Anna Lindström
CEO, Cadwell Logistics
When the engagement ended, our team picked up the codebase on day one. Tests, docs, clear architecture, we didn't need a month-long knowledge transfer. That almost never happens with contractors.
Daniel Okafor
CTO, Stackmeld
The practical details decision-makers ask before kicking off a project
Fixed scope, clear price, no open-ended bills.
I price by engagement type, and every option has a defined scope and timeline.
Bring your budget range to a call and I'll tell you what's realistic.
A few details upfront means a sharper first conversation