Germain Safari's Work | ContraWork by Germain SafariGermain Safari
Software Engineer and Machine Learning Nerd
Engineered and maintained Azure cloud environments supporting DevOps, identity, and machine learning workloads. Built and managed CI/CD pipelines, automated deployments, configured infrastructure and access policies through Microsoft Entra ID, and supported ML lifecycle workflows using Azure ML and Azure AI Foundry. Helped deliver secure, scalable, and production-ready cloud solutions for application and AI services. OpenClaw as an agentic AI system for autonomous task execution, tool use, workflow orchestration, scheduling, and multi-step reasoning. The project focuses on building a reliable AI agent that can manage prompts, skills, memory, automation, cron-based tasks, and integrations across products and operations. It includes design, testing, iteration, and deployment of scalable agent workflows for real-world business use. AI voice calling system using Vapi and Twilio. The project connects a compliant Twilio phone number or SIP route to a Vapi assistant, enabling inbound and outbound voice calls with real-time conversation handling. It includes number provisioning, regulatory bundle setup for Poland, SIP or Twilio integration, call routing, testing, and deployment for production-ready voice automation. AI agent workflows with Claude as a digital coworker for research, writing, analysis, skill creation, task automation, cron jobs, scheduling, tool use, memory, orchestration, and multi-step execution. The project focuses on creating reliable agentic systems that can plan, reason, delegate, trigger scheduled actions, and support day-to-day business operations through reusable, scalable AI workflows.