My interest is in building information models to make predictions or classification of information, development of logical algorithms for AI. Transformation of information using SQL language, and tools such as spark and hadoop for large volumes of information.
Usage and implementation of generative AI across various technology sectors, from application solutions in chatbots utilizing LLM models, leveraging generative AI to find solutions in PDF documents, indexing web pages, documents, and structured information, generating AI solutions in images with Yolov8 for identifying and bypassing captchas, RPA process solutions, web scraping. Tuning of LLM models for adoption of generative text in different industry environments.
Construction of statistical models using supervised learning algorithms such as extreme gradient boosting, markov chains, naive bayes classification, logistic regression, deep learning and neuronal network for build alghoritms for automatic learning. I am very interested in how computers are learned and how major problems are resolved from the analysis of information and the correlation and patterns that exist between them.
interested in data mining, in the presentation of information, graphics developed from javascript for the presentation of personalized reports, descriptive analysis from tools such as rapidminer and stata.
Use of tools for interactive reports such as Power Bi and Shiny apps in R, Plotly, Tableau , Power Bi. Looker Studio, Looker