Freelance MLOps Engineer

Summary

A dedicated and results-driven MLOps Engineer with over 5 years of experience in designing, implementing, and maintaining machine learning (ML) systems in production. Expert in automating and optimizing ML workflows, ensuring scalability, and managing infrastructure. Committed to bridging the gap between data science and operations to deliver robust, efficient, and reliable ML solutions.

Skills

Machine Learning: Experience with popular ML frameworks (TensorFlow, PyTorch, Scikit-Learn, Keras, H20).

DevOps: Proficient in CI/CD tools (Jenkins, GitLab CI), containerization (Docker, Kubernetes), and cloud services (AWS, GCP).

Data Engineering: Skilled in data pipeline tools (Apache Airflow, Luigi).

Monitoring & Logging: Implementing ML monitoring (Prometheus, Grafana) and logging (ELK stack).

Programming: Strong coding skills in Python, Go, C/C++, and Bash scripting.

Experience

Freelance MLOps Engineer

Self-Employed | Jan 2021 - Present

• Developed and maintained scalable ML pipelines for various clients, improving model deployment times by 50%.
• Implemented automated testing and monitoring systems for ML models, ensuring high reliability and performance.
• Advised clients on best practices for ML operations, resulting in enhanced model accuracy and efficiency.

BI Analyst

Europa Infrastructure tech Ltd. | Nov 2021 - N0v 2023

• I gathered, cleaned, and analyzed data like revenue, sales, market information, and customer engagement metrics of the company.
• I also built tools and data models to help visualize and monitor data.
• I implement ML models find patterns in the data we had. This action to an improvement in the company’s business practices.
• I built reports & dashboards and often maked recommendations on how to improve and grow the business based on these findings.

Education

Bachelor of Science in Physics Egerton University | 2016 - 2020

Certifications

• Certified Kubernetes Administrator (CKA)
• AWS Certified Machine Learning - Specialty
• Machine Learning for Production - Specialty
• Google Data Analytics