Atanas Tonchev

I am a full-stack data scientist, experienced in extracting, transforming, warehousing, analysing, and visualizing data.
I have designed and implemented automated pipelines, dashboards, and infographics for some of the largest cross-national sociological surveys worldwide, including designing, building, and deploying various cloud infrastructures.

One of my main areas of expertise is Natural Language Processing and, in particular, transformer-based Large Language Models.
I have used both GenAI and vector embeddings to parse, analyse, and visualize complex natural language datasets, ranging from automated qualitative analytics to large-N thematic modelling.

I have experience with aligning data management and business processes. I believe that keeping a balance between data-driven decision-making and lightweight workflows is essential for modern organizations.