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Louay Nticha

@louaynticha

Message

Senior AI Engineer at Siyadah building multi-tenant LLM workflow systems with durable background processing.

Tunisia

Message

At Siyadah, I designed and implemented a multi-tenant architecture for an Arabic-first conversational workflow platform. I built tenant isolation and durable background processing, and developed an LLM planning runtime with tool calling and streamed responses.

At Focus Corporation International, I built hybrid retrieval and ETL pipelines for document-processing workflows, fine-tuned models for domain-specific test conversion, and developed multi-agent QA systems. I also built real-time voice support systems using LiveKit, WebRTC, Whisper, and Kokoro TTS.

Experience

Work history, roles, and key accomplishments

Senior AI Engineer

Siyadah

Designed and implemented a multi-tenant architecture for an Arabic-first workflow automation platform, including tenant isolation, durable background processing, and an LLM planning runtime. Built a deterministic compiler for workflow definitions and integrated payment processing with idempotent event handling.

Python fastAPI TypeScript Next.js React PostgreSQL RabbitMQ Redis Activepieces Docker GitHub Actions

Software Engineer

Focus Corporation International

Built hybrid retrieval and ETL pipelines with Milvus and Haystack, fine-tuned Llama 3.2 for domain-specific test conversion, and developed multi-agent QA workflows. Also built real-time customer-support voice systems using LiveKit, WebRTC, Whisper, and Kokoro TTS, deployed on AWS.