Hello, world! 👋 I'm Ana
- 👨💻 I’m currently working on DS and ML projects using Python and SQL.
- 📈 Maths and programming are my passion.
- 💪🏼 Future Goals: Keep learning and solving problems - Show my value to the world!.
1. NLP basics. Building a Classic Model without Libraries
A technical analysis of how text classifiers work, ranging from a theoretical and mathematical perspective to a complete model built from scratch. This is the first repository in a series dedicated to understanding NLP.
Tools used for this project (the aim is to use as few as possible):
- Python (pandas, numpy)
2. Building and Analysing an E-Commerce Database
This project simulates the database of an e-commerce platform operating in three countries: the United Kingdom, Ireland and Canada. The aim is to analyse its content to gain insights into business performance based on a series of predefined questions.
Tools used for this project:
- Python (pandas, numpy, faker, datetime)
- SQL (stored procedures, multilayer architecture, window functions, aggregations)
The "French teacher" is a chatbot with a multi-agent architecture on LangGraph designed for language learning at any level. It allows users to both help with any questions they may have at the moment and, in the case of wanting organized long-term learning, to follow a study guide and evaluate their level with exercises.
Tools used for this project:
- Python (pandas, numpy, langchain, langgraph)
1. NLP Projects.
Understanding the theoretical and practical foundations of NLP by creating my own models and agents.
Practical aspects of a comprehensive data analysis process: from data collection and cleaning to the communication of results.
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