Using the right tools and asking the right questions. Here are my notes on programming and data processing.
Natural Language ProcessingWords and texts have been my main fascination throughout my career – from rule-based systems to BERT models trained on huge corpora. See also my blog on building a search engine with analysis and scraping components.
Data Models + Machine LearningThe art of applying statistical and ML techniques. First, we need a solid foundation of properly collected, cleaned and explored data… or some hacks to work around the flaws.
Building SoftwareSince my teenage years I’ve enjoyed the magic and delight of seeing my code perform the tasks that I wanted. I am always refining my knowledge of programming languages and methodologies, as tools for creating reliable software.
About Algo Praxis
Putting algorithms into practice.
I serve the needs of businesses, academics and users as a consultant and independent developer. I focus on the cutting edge, but also on solving problems in the most effective ways possible.
My technology stack expertise is always growing. Within and beyond the conventional data science toolkit, we can find the right tool for the situation. – Szymon