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Tlhaouia Hamza

@tlhaouiahamza

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AI Software Engineer at NovoAgent who built a production-ready RAG microservice and AI missed-call system.

Morocco

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At NovoAgent, I built a production-ready RAG microservice with two-stage retrieval, Voyage AI embeddings and reranking, and a LangChain tool for AI agents. I also built an AI missed-call system that transcribes voicemails, extracts leads, and sends WhatsApp or email notifications.

I integrated Apimo, Bitrix24, and Property Finder through a property microservice, giving AI agents live property search with agency-defined rules. I also delivered an AI support assistant, a React knowledge-base management UI, and secure service-to-service authentication.

Previously, at Vynta LLC, I designed and deployed n8n automation workflows and built agent-based systems with LangChain and LangGraph. At Cu4tro Studio and ELBOTOLA MEDIA, I developed web applications and a RAG chatbot using Python, FastAPI, Django, React, and related technologies.

Experience

Work history, roles, and key accomplishments

Current

AI Software Engineer

Current

NovoAgent

Apr 2026 - Present (7 months)

Built a production-ready RAG microservice with two-stage retrieval and reranking, and an AI missed-call system with voicemail transcription and lead extraction. Integrated real-estate CRMs and delivered an AI support assistant with observability and end-to-end testing.

fastAPI Pgvector Celery S3 Voyage AI Lang Chain Telnyx WhatsApp API React Django JWT Playwright Prometheus Grafana React Native Expo

AI Automation Engineer

Vynta LLC

Oct 2025 - Mar 2026 (5 months)

Designed and deployed scalable automation workflows using n8n and built AI-driven systems with LangChain and LangGraph. Integrated third-party APIs for data exchange and communication automation.

N8n Lang Chain LangGraph Microsoft Services WhatsApp API Fireflies AI 2Chat API Integration Automation

Full-Stack Web Developer

Cu4tro Studio

Mar 2025 - Sep 2025 (6 months)

Developed Python/Django and FastAPI backends with Next.js, Tailwind v4, and shadcn frontends in a monorepo. Built an AI chatbot using RAG, embeddings, and the AI SDK.

Python Django fastAPI Next.js Tailwind Shadcn Ui RAG Vercel AI SDK

Full-Stack Web Developer Intern

ELBOTOLA MEDIA

Feb 2024 - Jul 2024 (5 months)

Built a gaming profile and management platform with social and event features using FastAPI, Django, React, and MongoDB in an Agile team.

fastAPI Django React MongoDB Agile

Education

Degrees, certifications, and relevant coursework

Mohammed VI Polytechnic University – 1337 Coding School (42 Network)

IT Architect, Information Technology

2022 -

Pursuing an IT Architect degree with project-based peer-to-peer learning in C/C++, algorithms, Unix systems, networking, and full-stack web development.