Bridging data, technology and management to support better decision-making.
I work at the intersection of data, technology, and management, combining experience in Business Intelligence, Data Analytics, Artificial Intelligence, Information Systems, and Software Development.
I hold a Master's degree in Business Intelligence and Analytics, a postgraduate degree in Enterprise Information Systems Management, and a Bachelor's degree in Accounting and Management.
Professionally, I work in Information Systems, Software Development, Business Intelligence, Data Analytics, and Artificial Intelligence within an IT department. I also teach as an Invited Assistant Lecturer, focusing on intelligent systems for decision support, and work as a certified trainer in Business Intelligence, Data Analytics, and Artificial Intelligence.
My academic and technical interests focus on applying data and AI to real-world problems, particularly Machine Learning, Natural Language Processing, Retrieval-Augmented Generation (RAG), Large Language Models, Business Intelligence, and Decision Support Systems.
My research interests include Natural Language Processing and financial sentiment analysis, with work comparing classical NLP and Machine Learning approaches with neural networks and transformer-based language models.
More recently, I have been exploring local and domain-specific AI, including RAG architectures, embedding models, semantic retrieval, fine-tuning, hybrid retrieval, and the integration of LLMs into business applications and analytical workflows.
Data & BI
Power BI · SQL · Data Warehousing · ETL · Analytics · Decision Support
AI & Machine Learning
Python · Machine Learning · NLP · Transformers · Embeddings · RAG · LLMs · Ollama
Software & Infrastructure
.NET · ASP.NET Core · REST APIs · Docker · Git · GitHub · Azure · n8n
This profile contains projects developed for experimentation, applied research, teaching, and knowledge sharing. My repositories cover topics ranging from Business Intelligence and Machine Learning to local AI, RAG systems, workflow automation, and software development.
If you find my projects or technical content useful and would like to support further open-source development and knowledge sharing: