Kishan

MLOps Engineer

Lisbon, Portugal · Europe/Lisbon (UTC+1) · 6 years of experience

Kishan focuses on reproducible model delivery, promotion controls, observability, and rollback.

Request a shortlist

Why this profile fits

Reproducible model delivery

Versions code, data references, configuration, and artifacts so training and promotion can be repeated and audited.

Safe promotion and rollback

Uses evaluation gates, staged rollout, lineage, and a tested rollback path for model changes.

Operational measurement

Monitors service health, data quality, drift, cost, and model behavior with clear ownership.

Relevant toolkit

Python

Kubernetes

MLflow

TerraformCI/CD

Delivery evidence

Selected work

Recommendation Serving Platform

digital media

Designed and delivered a production ML platform focused on real-time recommendation infrastructure; reduced p95 feature latency by 38% while doubling deployment frequency. The release included reproducible pipelines, promotion gates, lineage, drift alerts, and a documented rollback path.

Online Feature Quality Monitor

digital media operations

Built the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.

View more profile detail →

Relevant experience

Career timeline

MLOps Engineer

2024–Present

Devlyn client assignments · Remote

Led real-time recommendation infrastructure delivery for a digital media team and reduced p95 feature latency by 38% while doubling deployment frequency.

Full-Stack Developer

Feb 2026–Present

Devlyn AI · Lisbon, Portugal

Built production systems in digital media, with increasing ownership of reliability, testing, and stakeholder delivery.

WordPress Developer

Jan 2022–Present

ViitorCloud Technologies · Lisbon, Portugal

Built production systems in digital media, with increasing ownership of reliability, testing, and stakeholder delivery.

Hiring this role?

See how Kishan fits the MLOps Engineer role.

See the MLOps Engineer role →

Skill depth

Show experience in context.

Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Python6 years

Kubernetes5 years

MLflow4 years

Terraform3 years

CI/CD6 years

Model Monitoring5 years

See the complete skill index

Languages

Frameworks

Tools

Platforms

Storage

Paradigms

Credentials

Certifications

Google Cloud Professional Cloud DevOps Engineer

Google Cloud · 2023 · Certified

HashiCorp Certified: Terraform Associate (004)

HashiCorp · 2026 · Certified

Communication

Languages

English

Fluent

More examples

Similar MLOps Engineer profiles.

Lalbabu

MLOps Engineer

Recife, Brazil · 6 years

MLOps Engineer with 6 years of experience, specializing in managed cloud ML delivery for e-commerce.

Malav

MLOps Engineer

Da Nang, Vietnam · 6 years

MLOps Engineer with 6 years of experience, specializing in fraud-model serving for digital payments.

Ketul

Senior MLOps Engineer

Zagreb, Croatia · 8 years

Senior MLOps Engineer with 8 years of experience, specializing in computer-vision operations for manufacturing quality.