PORTFOLIO
AI & data products I've led and shaped — from LLM-powered enterprise tools to autonomous agents.
AI-powered insights engine for Salesforce CRM, generating multi-step case resolution recommendations.
Customer Service agents spent excessive time manually researching case history, knowledge bases, and similar cases to resolve customer issues.
Reduced case resolution time by 50% and saved ~€1M annually by surfacing relevant context and recommendations instantly.
Enterprise conversational AI platform built on OpenWebUI for internal knowledge access.
Teams lacked a unified, secure interface to leverage LLMs with company-specific knowledge and access controls.
Enabled organization-wide AI adoption with role-based access, serving multiple teams with contextual, secure conversations.
Natural language to SQL agent that turns business questions into data insights.
Non-technical stakeholders depended on data teams for every analytics request, creating bottlenecks and delays.
Enabled self-serve analytics for business users, eliminating dependency on data teams for routine queries.
AI-powered B2B order automation that extracts structured data from PDF documents.
B2B orders arriving as PDFs required manual data entry — slow, error-prone, and unscalable.
Eliminated manual data entry for order processing, reducing processing time and error rates significantly.