Brian M.

Key Skills

Software

Other

Top Subject Matter

AI training dataset preparation and workflow evaluation

Real-time data pipeline support enabling AI/data use (event streaming)

Backend data pipeline operations supporting AI/data workflows

Top Data Types

Computer Code Programming

Top Task Types

Data Collection

Freelancer Overview

AI Developer Specialist on monday.com (Consultant) at Creaative Bits AI. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, Kenyatta University and Certificate, Kenyatta University. AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

AI Developer Specialist on monday.com (Consultant) at Creaative Bits AI

Created and refined AI-related task outputs to identify inconsistencies, missing steps, or unclear instructions before those outputs were used for training datasets. Supported end-to-end API integration with monday.com’s GraphQL API, including authentication, webhook setup, and response validation for services running on Kubernetes. Applied version control practices to track updates to automation workflows that influence downstream dataset preparation for training. • Utilized Monday Code with JavaScript and Bash and incorporated no-code tools (n8n, make) for workflow automation. • Conducted peer review activities by providing constructive feedback to maintain quality across the team.

2025 - Present

Senior Support & Integration Engineer L2 at Mobile Technologies

Data Collection

Supported and maintained backend data flow pipelines using Apache NiFi, troubleshooting processor failures, back-pressure, and data routing errors to keep data available for downstream processing. Managed monitoring with Zabbix and Grafana dashboards to track health and performance of backend services and middleware components (Tomcat, Artemis, NiFi), enabling proactive detection and incident response that protects pipeline reliability. Performed JVM performance tuning and analyzed thread dumps and memory issues to ensure stable ingestion/processing for production workloads. • Provisioned environments across dev/test/UAT/production and coordinated zero-downtime rollouts for Java backend services. • Automated infrastructure provisioning and deployment workflows using Terraform to reduce errors and support consistent pipeline operations.

2022 - 2025

Cloud Developer at Baran Telecom Networks

OtherData Collection

Built and maintained an event-driven microservices platform using Apache Kafka to support real-time data streaming and asynchronous communication across decoupled services. Implemented an API gateway with traffic routing, rate limiting, request filtering, tracing, and security enforcement across microservices that produced/consumed data streams. Developed CI/CD pipelines and automated test suites to ensure reliable data handling and application behavior ahead of production releases. • Created modern framework applications (Ruby on Rails, MERN stack, React) that contributed to feature development and technical support. • Supported production .NET IoT workloads and post-launch L2 troubleshooting for cross-platform issues between backend APIs and mobile clients, supporting continuous data flow reliability.

2019 - 2022

Education

Work History