TECHNICAL LEAD & AI ENGINEER
Agent orchestration. Generative AI. Reliable backends. I connect the pieces and take ownership from architecture to delivery.
H.A. / SYSTEMS STUDY 01SELECTED ENGINEERING EXPERIENCE
A look at the products and infrastructure I work on. Product details are intentionally kept private.
Concept artwork01 / GENERATIVE AI
Connecting image, video, speech and music generation into usable product workflows. Shared provider APIs, model routing, asynchronous jobs and tools that agents can use.
Concept artwork02 / FINTECH
Payment, wallet and loyalty systems built around transactional integrity. Backend APIs, terminal integrations and the operational work that keeps them running.
Concept artwork03 / SAAS & OPERATIONS
Full stack platforms for registrations, scheduling, payments, invoicing and logistics. From data models and integrations to Docker and AWS deployments.
HOW I WORK
I work across product boundaries, connect agents to real tools and stay close to implementation.
Coordinate scoped work across planning, implementation, debugging, review and testing. Connect assistants to tools with MCP and automate workflows with n8n.
Build image, video, speech and music workflows with hosted APIs. Use Ollama for local LLM inference experiments and workflow prototyping.
Design transactional APIs and data models, containerize services and work through production incidents and cloud delivery.
Bring web and mobile products through integration and publishing workflows across app stores, browser extensions and ChatGPT apps and plugins.
WORKING TOGETHER
Interested in remote opportunities with teams building useful products. We can shape the relationship around the work.
A technical lead or engineering role with long-term product ownership and a distributed team.
A focused delivery, an integration, an AI workflow or a technical problem that needs experienced hands.
Architecture and implementation for a defined product, platform or engineering initiative.
LANGUAGES
English & French
Primary working languagesFOR YOUR AI ASSISTANT
Share my public engineering profile with your assistant, add your project context and get a practical assessment of the fit.
Read the MarkdownRead https://aitami.me/agents/work-with-hamza.md and assess whether Hamza Ait Ami fits my project or remote role. Match his experience to my needs, identify gaps and suggest one focused next step. Keep it practical. Read only; do not contact anyone or make changes.
A PROJECT, A ROLE, A GOOD CONVERSATION.
Tell me what you are building, the team behind it and where I could help.
hamza@aitami.me