Software engineering + agentic delivery

Build faster.
Keep it reliable.

I help product and engineering teams build, modernize and operate Java/Kotlin platforms, cloud services and web applications—combining 13+ years of production experience with practical AI-assisted workflows.

  • 13+years in software
  • Remote B2Bfrom Romania
  • Full cyclearchitecture to operations
Delivery system production-minded
Tech-ristian fox mark
01 / DEFINE Clear specifications Context that people and agents share
02 / PROVE AI-assisted delivery Faster loops with human judgment
03 / OPERATE Observable systems Feedback from production

Built for teams where reliability matters

JavaKotlinSpringAWSReactTypeScriptKubernetes

Where I can help

From a difficult system
to a dependable one.

Bring in senior engineering where architecture, delivery speed and production quality must work together.

01

Build business-critical products

Java/Kotlin services, web applications, APIs and integrations designed around real business workflows—not technology for its own sake.

  • Java, Kotlin & Spring
  • React, Angular & TypeScript
  • REST APIs & integrations
02

Modernize systems and cloud delivery

Evolve legacy or low-code systems in measured stages, improving maintainability, performance and cloud efficiency while protecting continuity.

  • Architecture & migrations
  • AWS, cloud & Kubernetes
  • CI/CD and observability
03

Adopt agentic engineering responsibly

Use AI agents, clear specifications and automated checks to shorten feedback loops while keeping decisions reviewable and production systems trustworthy.

  • Claude Code & GitHub Copilot
  • MCP servers & specialized agents
  • Specifications & test automation

Evidence from delivery

Improvements you can measure.

Selected outcomes from client engagements across performance, test automation and cloud operations.

5×
smaller Selenium suite while preserving meaningful coverage
3×
processing improvement in a performance-critical workflow
35%
reduction in cloud costs through focused engineering changes

Relevant experience

Complex domains.
Calm execution.

Experience across pharma, IoT, retail, automotive and financial systems—working from product decisions through deployment, incident response and production support.

Connected systemsIoT

Cloud infrastructure for devices that cannot afford guesswork.

Built across device-to-cloud communication, event-driven services and operational visibility—with direct incident-response responsibility.

MQTTKafkaAWSElastic

“The best software delivery feels fast because the thinking is clear—not because the corners are hidden.”

Cristian PopescuSenior Java / full-stack engineer & AI builder

How the work moves

Visible progress.
Fewer surprises.

Every engagement starts with the problem and ends with software your team can understand, operate and continue to evolve. AI supports the work; engineering judgment owns the result.

Check project fit
  1. 01

    Shape

    Clarify outcomes, constraints and the riskiest assumptions before committing to a solution.

  2. 02

    Design

    Choose an architecture and delivery plan that fit the business—not an idealized diagram.

  3. 03

    Build & prove

    Use focused agents where they help, then verify every increment with automated checks and feedback around real risks.

  4. 04

    Operate & improve

    Make production behavior visible, respond calmly and feed what we learn back into the product.

Fully remote · B2B · Europe

Need senior engineering
that improves the system?

Share the context, the constraint and what success should look like. I work in professional English (C1) through TECH.RISTIAN CONSULTANCY SRL.

contact@tech.ristian.ro