Giovanni Battista Pernazza

EdgeWorks srl : Architected custom AI-driven solutions to automate critical business workflows and enhance operational efficiency: - Hiresight: Engineered an AI-powered recruitment platform using React, TypeScript, and Supabase with a decoupled Python backend. Integrated LLMs to parse PDF CVs and generate automated candidate rankings (0-100% match scores), significantly reducing screening time for recruiters. - MORA (Mail Orchestration & Reply Assistant): Architected a Python-based LLM automation system (Gemini, Ollama) using a modular DagPipeline to classify emails and generate drafts with RAG integration, streamlining management of 1000+ monthly emails. - Timesheet: Modernized internal project tracking by engineering a full-stack application using React 19, TypeScript, and Supabase. Designed a high-performance, fully responsive UI/UX with secure authentication and integrated Recharts for real-time analytics. Implemented automated Excel exports, streamlining financial reporting and resource management. Archibit: Architected an enterprise-grade Learning Management System for professional accreditation using Next.js 16 (App Router), React 19, and Supabase. Engineered a secure, anti-cheat video playback engine powered by Mux Video for high-performance streaming, implementing visibility tracking and playback rate locking to ensure compliance for Professional Training Credits (CFP). Automated administrative workflows, including instant PDF certification generation and granular progress tracking for authorized training centers Marsilea: Reduced administrative overhead by 70% by architecting and deploying a full-stack Google Workspace web app (Apps Script, Sheets) that automated timesheet management and financial reporting for a team of 10. Associazione Recup: Engineered an interactive dashboard with Recharts that automated KPI calculation (CO2, water saved), reducing manual reporting time for stakeholders by 95% (from hours to minutes).