Mohamed G.

I build AI agents, RAG applications, and workflow automation that turn scattered documents, data, and internal knowledge into reliable business tools. I help startups and established teams reduce manual work, make information easier to access, and move from AI ideas to deployed products. My experience spans EdTech, marketing, healthcare, real estate, call-center intelligence, and operational analytics. RECENT PROJECTS AI Agents & RAG for Grant and Subsidized Finance Consulting Built web research agents and large-scale crawling pipelines to monitor 500+ sources across Italian government agencies and grant providers. The system saved 1,000+ hours of research per month and helped consultants find relevant information faster and deliver better advice. Performance Marketing Data Pipeline Built an end-to-end data operations pipeline for a home remodeling marketing agency. The system saved hundreds of hours of manual data entry and made accurate reporting data available sooner, helping the team make faster decisions. WHAT I BUILD • AI Agents & Multi-Agent Systems Tool-using assistants, research agents, multi-agent orchestration, workflow agents, and human-in-the-loop review systems. • RAG & Knowledge Systems Retrieval-augmented generation (RAG), semantic search, hybrid retrieval, internal knowledge assistants, grounded answers, and retrieval evaluation. • AI & Workflow Automation Document processing, CRM automation, lead enrichment, compliance monitoring, operational handoffs, and scheduled reporting. • Document Intelligence Optical character recognition (OCR), entity extraction, document classification, data validation, routing, metadata enrichment, and review queues. • AI Analytics Call and transcript analysis, automated insights, attribution reporting, anomaly detection, dashboards, and decision-support tools. • Full-Stack AI Applications Conversational platforms, secure multi-tenant applications, admin dashboards, role-based access control, API and CRM integrations, and cloud deployment. HOW I WORK Business focus I start with your process bottleneck, available data, and the outcome you want to measure. Those requirements guide the architecture and technology choices. End-to-end delivery I take projects from discovery and architecture through development, integration, deployment, documentation, and ongoing improvement. Production discipline I design for security, auditability, and analytics so your team can operate and improve the application after launch. Send me a brief description of your workflow, your data sources, and the result you want to achieve. I can help define a practical scope and build the solution.