Isse Nur
Linkedin.com/in/issenur/,Github.com/hayetechnology
Summary
MLOps Engineer with 4+ years of experience building and supporting scalable MLOps platforms, data pipelines, and cloud-native applications. Skilled in Python, Kubernetes, Spark, Kafka, CI/CD, and production machine learning infrastructure.
Overview
4
4
years of professional experience
Work History
MLOps Engineer
Target
Minneapolis, Minnesota
07.2022 - 04.2026
- Built and maintained enterprise MLOps platforms supporting large-scale machine learning forecasting pipelines.
- Developed and deployed Python, Kotlin/Spring Boot, and Spark applications, APIs, and automation tools.
- Designed and maintained CI/CD pipelines using GitHub, Docker, Kubernetes (TAP), and Vela.
- Automated workflow orchestration and monitoring for production ML pipelines using Shepherd, REST APIs, OAuth, and Slack integrations.
- Built and optimized Hive, Spark, and PostgreSQL data pipelines for feature engineering and forecast processing.
- Developed and supported Kafka producers, consumers, and streaming workflows for real-time data ingestion.
- Improved platform reliability through data validation, production troubleshooting, monitoring, and observability using OpenTelemetry, Prometheus, and Grafana.
- Managed production deployments, dependency upgrades, security remediation (SCA), infrastructure access, and environment configuration across development, staging, and production environments.
- Collaborated with cross-functional teams to deliver scalable, reliable, and secure machine learning infrastructure.
Education
Bachelor of Science - Computer Science
University of Minnesota (Transfered Senior Year)
Minneapolis, MNBachelor of Science - Computer Science
Metropolitan State University
Saint Paul, MN12-2021
Skills
- Languages: Python, Kotlin, Java, Scala, SQL, Bash
- MLOps: CI/CD, Kubernetes, Docker, ML Platform Engineering, Workflow Orchestration
- Data: Spark, Hive, Kafka, PostgreSQL, ETL
- Frameworks & Tools: Spring Boot, Git, GitHub, REST APIs, OAuth, Poetry, Gradle
- Monitoring: OpenTelemetry, Prometheus, Grafana
- Testing: Pytest, Unit & Integration Testing
Courses & Continued Education
- Machine Learning Specialization - Andrew Ng (In Progress)
- Online Masters of Science in Analytics – In Progress
- LeetCode: 100+ algorithm problems solved
Timeline
MLOps Engineer
Target
07.2022 - 04.2026
Bachelor of Science - Computer Science
University of Minnesota (Transfered Senior Year)
Bachelor of Science - Computer Science
Metropolitan State University