Open to opportunities

iason andriopoulos

@iasonandriopoulos

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Experienced technical leader in ML infrastructure and backend systems.

Greece

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What I'm looking for

I'm looking for opportunities that involve cloud infrastructure and machine learning, with a focus on mentorship and continuous learning.

I'm an experienced technical leader with over 10 years in software engineering and machine learning infrastructure. My journey has been marked by a proven track record of leading cross-functional teams, driving innovation, and architecting scalable solutions. I take pride in building and mentoring high-performing teams, contributing hands-on across the full lifecycle of projects.

Currently, I serve as a Tech Lead for ML Infrastructure and Backend Systems at Aisera, where I drive architectural decisions and ensure technical excellence. My previous roles have allowed me to establish CI/CD pipelines, develop custom MLOps lifecycles, and present system architecture strategies at industry events. I thrive in environments that foster continuous learning and collaboration, and I am passionate about delivering high-impact solutions that enhance system performance and reliability.

Experience

Work history, roles, and key accomplishments

Current

Lead MLops Engineer / Senior Architect

Current

Aisera

Nov 2023 - Present (1 year 7 months)

Led the core Conversational AI product as Tech Lead, driving architectural decisions and ensuring technical excellence. Managed and mentored a team of 4 engineers for the Retrieval Engine, delivering high-impact solutions and significantly enhancing retrieval infrastructure. Collaboratively improved retrieval quality metrics by implementing critical algorithmic enhancements and resolving systemic

Python Kubernetes SQL Elasticsearch Team Leadership

Senior Software Engineer / Staff MLOps Engineer

Orfium

May 2021 - Nov 2023 (2 years 6 months)

Served as Tech Lead for the Data Science team, guiding 3 MLOps Engineers and 5 Data Scientists through rapid growth and maturity, building the team from the ground up. Established CI/CD pipelines using GitHub Actions and robust deployment workflows with AWS CloudFormation, architecting and implementing core production services for deep learning inferences. Developed a custom in-house MLOps lifecyc

Python OpenSearch PostgreSQL Airflow AWS ECS Fargate SQS GitHub Actions CloudFormation MLOps CI CD Deep Learning

Machine Learning Software Engineer

Deus Ex Machina

Aug 2020 - May 2021 (9 months)

Operated as an individual contributor, delivering production-grade systems under tight timelines. Contributed cross-team on dev experience improvements, code reviews, and system design sessions, fostering strong engineering practices. Architected and implemented a scalable ML execution engine using Python, Prefect, Dask, and Google Cloud Storage, designed for demanding workloads across arbitrary d

Python Prefect Dask Google Cloud Storage System Design Code Review

Machine Learning Engineer / Senior Machine Learning Engineer

Workable

Mar 2017 - Aug 2020 (3 years 5 months)

Worked across the full ML lifecycle, from data wrangling and experimentation to service development and production deployment. Core contributor to mission-critical ML services in domains such as anti-fraud detection and recommendation systems. Mentored junior engineers on clean code, design patterns, and best practices through pair programming and code reviews.

Python Flask PostgreSQL Elasticsearch Kubernetes PyTorch Celery RabbitMQ ML Lifecycle Fraud Detection Recommendation Systems Mentorship

Technical Student

CERN

Jul 2013 - Aug 2014 (1 year 1 month)

Contributed as a Backend-focused Software Developer Intern to a conference aggregator side project, complementary to Indico. Gained hands-on experience in professional software development workflows, including code maintenance, team collaboration, and production standards. Utilized Python, Flask, and MongoDB in the development process.

Python Flask MongoDB Backend Development Software Development Processes Team Collaboration