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I am Iason Malkotsis, an engineer focusing on agentic AI, LLM evaluation, reliability & guardrails. I orchestrate multi-step planning, tool-calling, structured outputs, and robust monitoring to create auditable, reliable AI systems. I have built production-grade, human-in-the-loop agents and evaluation harnesses, translating research into deployed tooling for EU-funded projects. I hold an MSc in Networks & Systems Security and am strongest in Python, with strong background in systems design, security, and on-device/edge computing; I am comfortable with Docker, Kubernetes, CI/CD, and building scalable evaluation pipelines. In Montreal-based practice, I blend academic rigor with hands-on software engineering to ship robust AI tooling. I enjoy collaboration, experimentation, and continuous learning as I translate complex AI research into practical, reliable software solutions.…I am Iason Malkotsis, an engineer focusing on agentic AI, LLM evaluation, reliability & guardrails. I orchestrate multi-step planning, tool-calling, structured outputs, and robust monitoring to create auditable, reliable AI systems. I have built production-grade, human-in-the-loop agents and evaluation harnesses, translating research into deployed tooling for EU-funded projects. I hold an MSc in Networks & Systems Security and am strongest in Python, with strong background in systems design, security, and on-device/edge computing; I am comfortable with Docker, Kubernetes, CI/CD, and building scalable evaluation pipelines. In Montreal-based practice, I blend academic rigor with hands-on software engineering to ship robust AI tooling. I enjoy collaboration, experimentation, and continuous learning as I translate complex AI research into practical, reliable software solutions.

Iason Malkotsis

AI Engineer, Full Stack Developer, Data Scientist, +2

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I am Iason Malkotsis, an engineer focusing on agentic AI, LLM evaluation, reliability & guardrails. I orchestrate multi-step planning, tool-calling, structured outputs, and robust monitoring to create auditable, reliable AI systems. I have built production-grade, human-in-the-loop agents and evaluation harnesses, translating research into deployed tooling for EU-funded projects. I hold an MSc in Networks & Systems Security and am strongest in Python, with strong background in systems design, security, and on-device/edge computing; I am comfortable with Docker, Kubernetes, CI/CD, and building scalable evaluation pipelines. In Montreal-based practice, I blend academic rigor with hands-on software engineering to ship robust AI tooling. I enjoy collaboration, experimentation, and continuous learning as I translate complex AI research into practical, reliable software solutions.…I am Iason Malkotsis, an engineer focusing on agentic AI, LLM evaluation, reliability & guardrails. I orchestrate multi-step planning, tool-calling, structured outputs, and robust monitoring to create auditable, reliable AI systems. I have built production-grade, human-in-the-loop agents and evaluation harnesses, translating research into deployed tooling for EU-funded projects. I hold an MSc in Networks & Systems Security and am strongest in Python, with strong background in systems design, security, and on-device/edge computing; I am comfortable with Docker, Kubernetes, CI/CD, and building scalable evaluation pipelines. In Montreal-based practice, I blend academic rigor with hands-on software engineering to ship robust AI tooling. I enjoy collaboration, experimentation, and continuous learning as I translate complex AI research into practical, reliable software solutions.

Available to hire

I am Iason Malkotsis, an engineer focusing on agentic AI, LLM evaluation, reliability & guardrails. I orchestrate multi-step planning, tool-calling, structured outputs, and robust monitoring to create auditable, reliable AI systems. I have built production-grade, human-in-the-loop agents and evaluation harnesses, translating research into deployed tooling for EU-funded projects. I hold an MSc in Networks & Systems Security and am strongest in Python, with strong background in systems design, security, and on-device/edge computing; I am comfortable with Docker, Kubernetes, CI/CD, and building scalable evaluation pipelines.

In Montreal-based practice, I blend academic rigor with hands-on software engineering to ship robust AI tooling. I enjoy collaboration, experimentation, and continuous learning as I translate complex AI research into practical, reliable software solutions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Advanced

Greek, Modern

Fluent

Work Experience

Software Engineer & Independent Contractor at Metatopia, Thessaloniki

January 1, 2023 - Present

Contractor role focusing on AI agent orchestration, production-grade code, guardrails, and reliability across a multi-tenant environment; built llm-eval-tool harness, on-device quantized inference pipelines, and contributed to tool-calling workflows with human-in-the-loop processes.