mholy1983
Ai Native Engineer
Building the next generation of AI-native systems.
I bridge the gap between complex system architecture and the frontier of Generative AI. My focus is on moving beyond simple chat interfaces to build production-ready autonomous agents and deeply integrated LLM applications that deliver real business value.
What I bring to the table:
AI-Native Architecture: Designing systems where AI isn't an add-on, but the core engine.
Autonomous Agents: Developing goal-oriented agents capable of complex reasoning and tool usage.
Scalable Engineering: Applying rigorous software engineering principles to the often chaotic world of AI/ML.
Currently obsessed with multi-agent orchestration and making LLMs reliable at scale.
I bridge the gap between complex system architecture and the frontier of Generative AI. My focus is on moving beyond simple chat interfaces to build production-ready autonomous agents and deeply integrated LLM applications that deliver real business value.
What I bring to the table:
AI-Native Architecture: Designing systems where AI isn't an add-on, but the core engine.
Autonomous Agents: Developing goal-oriented agents capable of complex reasoning and tool usage.
Scalable Engineering: Applying rigorous software engineering principles to the often chaotic world of AI/ML.
Currently obsessed with multi-agent orchestration and making LLMs reliable at scale.
Experience: 1 year
Yearly salary: $120,000
Hourly rate: $60
Nationality: 🇨🇿 Czech Republic
Residency: 🇨🇿 Czech Republic
Experience
DevOps Engineer
AlmaCareer 2018 - 2025
Rebuilt deployment pipelines using GitHub Actions and AWS Step Functions, reducing release cycles by 40%. Managed Kubernetes clusters for high-traffic job portals (20k+ daily API requests). Automated secrets management via AWS Secrets Manager across 50+ microservices. Developed internal tools in TypeScript for PostgreSQL performance monitoring.
Application Support Engineer
HomeCredit 2012 - 2018
Automated deployments with Java/Groovy tools, reducing manual errors by 60%. Designed Jenkins pipelines for SVN repositories, enabling hourly CI/CD cycles. Monitoring, alerting and writing internal tools using Oracle PL/SQL.
2nd Level Infrastructure Support
IBM Czech Republic 2010 - 2012
Automated diagnostics using Bash/PowerShell, saving 20+ hours/month. Monitoring, maintenance, and issues solving with Windows server infrastructure.
3rd Level Technical Support
AVG Technologies 2008 - 2010
Resolved backend infrastructure issues for AVG Anti-Virus products. Built batch and bash scripts for log analysis (95% anomaly detection). Providing end-user technical support via phone and email. Review and Mentoring for 2nd level technical personnel.
Skills
ai
ansible
devops
docker
fintech
git
kubernetes
mongo
node
rust
typescript
english
czech
german