
Hamza Ilyas
Full Stack AI Engineer
Habilidades

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Portfólio
Experiência profissional
Full-Stack AI Engineer
Avant Cyber BV • Período integral
Dec 2024 - Present • 1 yr 9 mos
- Develop cross-platform mobile applications using React Native for Android and iOS. - Build scalable web applications using React.js, Vite, Tailwind CSS, Node.js, and Express.js. - Design and develop REST APIs and backend services using Node.js/Express and Python/FastAPI. - Integrate OpenAI, Claude, Groq and LLM-based solutions into production applications. - Build RAG (Retrieval-Augmented Generation) systems using vector databases and embedding models. - Develop AI Agents and agentic workflows using LangChain, LangGraph, and OpenAI Agents SDK. - Design AI-powered automation systems for areas such as FinTech, Banking, Insurance, Fraud Detection, Healthcare, and Enterprise Operations. - Work with databases including MongoDB, PostgreSQL, Supabase, and vector databases such as Chroma/FAISS. - Integrate third-party APIs, authentication systems, payment gateways, cloud services, and external enterprise systems. - Implement secure, scalable, and maintainable application architectures. - Containerize and deploy applications using Docker and Docker Compose. - Implement monitoring, logging, tracing, and production observability where required. - Collaborate with product, design, and engineering teams to convert business requirements into production-ready software. - Debug, optimize, test, and continuously improve application performance and reliability.