Machine Learning Engineer

Core & Fundamentals

7+ Years of Experience

• Advanced Python: async/await, type hinting, and decorators.
• GCP Serverless: Containers and deployment on Cloud Run.
• Enterprise Security: Cloud IAM, principle of least privilege, and full OAuth lifecycles.
• Consulting Skills: Fluent English, client expectation management, and translation of technical requirements.
• API Integration: Resilient integrations, error handling, and robust authentication.
• Data Orchestration: Pipeline management (data flows) using Cloud Workflows or BigQuery.
• GenAI Fundamentals: Basic understanding of LLM mechanics and basic prompt structuring.

• Google ADK: Workflow creation with the Google Cloud Agent Development Kit.
• Gemini Enterprise: Agent runtime: Deployment and management of generative workloads.
• Enterprise Integration: Using the Model Context Protocol (MCP) to connect with SaaS platforms.
• Advanced Prompting: Enforcing deterministic outputs and orchestrating tool-calling.