I developed automations for recruitment, conversation analysis, RAG architectures, and real-time chatbots, integrating n8n, Flowise, Qdrant, PostgreSQL, MySQL, Flask, and Docker/Linux. I coordinated a technical team using agile methodologies.

AI pipeline design for audio, transcription, diary and validation with LLMs; RAG architectures, chatbots, automation with n8n, Qdrant, PostgreSQL, MySQL and Flask APIs; technical leadership and self-hosting of open source tools.

Mentoring instructors and trainees in Python, SQL, Power BI, ML, and LLMs. Advising on automation and data-driven decision-making projects. Speaker at events and mentor for IBM WorldSkills.

Consulting on ML solutions, generative models, lightweight deployments and governance; training and mentoring in Python, SQL, Power BI, ML and LLMs; support for productivity and automation projects.

I designed ETL processes and Power BI dashboards for transaction and risk monitoring. I also automated audits and redesigned the corporate intranet using Flask and SQL Server.

Synchronization, normalization and data quality management in SQL Server and Python; ETL in SSIS/Python; Power BI dashboards; automated auditing and intranet redesign with Flask and SQL Server.