Building Intelligent AI Systems that Think, Search and Decide.
AI Engineer & AI Project Manager specialized in Agentic AI and RAG architectures.
Bridging Vision and Execution in AI
As an AI Engineer & Project Manager, I uniquely combine technical depth with managerial vision. My focus is on translating complex business requirements into scalable, production-ready AI architectures.
With an M.Sc. in Computer Engineering from Politecnico di Milano, I specialize in building Agentic AI workflows, advanced RAG systems, and orchestrating teams to deliver AI products iteratively using Agile methodologies.
Technical Mindset
Architecting complex, multi-agent reasoning systems.
Managerial Vision
Leading Agile AI teams to ship impact-driven products.
Core Competencies
Experience Highlights
AI Project Manager: Managing AI teams and building WebApps with Next.js + Docker.
AI Engineer: Developed LangGraph workflows, RAG chatbots, and SQL automation agents.
Casi Studio
Impatto reale e misurabile attraverso soluzioni tecnologiche mirate.
AssistBot
Chatbot for business support and customer care
Problema
Customer service was handled manually via email and phone, with long response times and difficulty managing a high volume of requests, leading to customer dissatisfaction.
Soluzione
I developed an intelligent chatbot integrated into the company's digital channels, capable of automatically responding to frequent requests, routing complex tickets to operators, and continuously learning from interactions to improve response quality.
Impatto
Result: a significant improvement in customer experience thanks to faster responses available 24/7. The support team can now focus on higher-value requests, increasing overall service efficiency.
DataExtract
Automated data extraction system from PDF
Problema
The company handled large volumes of PDF documents manually, entering data into systems in a repetitive and error-prone way, negatively impacting operational time and costs.
Soluzione
I developed an automated data extraction system based on Artificial Intelligence models, capable of reading structured and semi-structured PDF documents, identifying relevant information, and integrating it directly into company systems.
Impatto
Result: digitalization of document workflows and a significant reduction in manual tasks. The operations team can now focus on higher-value activities, improving overall efficiency and process margins.
CEO Insight
AI assistant for strategic analysis and decision making
Problema
Strategic decision-making processes were based on manual analysis and fragmented sources, making it difficult to have a clear and up-to-date view of the market and company performance.
Soluzione
I developed an intelligent assistant that integrates internal company data with market information, enabling management to gain real-time strategic insights, analyze scenarios, and support decisions with structured and contextualized data.
Impatto
Result: faster and more informed decisions thanks to a unified view of data. The CEO and strategic team can evaluate complex scenarios more effectively, reducing uncertainty and improving the overall quality of business decisions.
Featured Architectures
Explore the core systems I've built, ranging from research agents to robust academic implementations.
DeepSearch
An AI Agent for advanced multi-step web research. Features source analysis, structured summarization, and comprehensive report generation.
Master Thesis architecture
R&D in LLM-based document processing and reasoning systems. Developed a scalable GraphRAG architecture for intelligent information retrieval.
Let's Build Something Extraordinary.
Whether you need an AI Engineer to architect agentic workflows, or a Project Manager to lead an Agile team—I'd love to hear from you.
info@michelebersani.it
Availability
Open to new opportunities