Felipe de Pontes AdachiinTowards Data ScienceUnderstanding and Mitigating LLM HallucinationsLLM hallucination detection challenges and a possible solution presented in a prominent research paper8 min read·Oct 23, 2023--4--4
Felipe de Pontes AdachiinTowards Data Science7 Ways to Monitor Large Language Model BehaviorSeven ways to track the evolution of LLMs with LangKit and WhyLabs12 min read·Jul 28, 2023--2--2
Felipe de Pontes AdachiinTowards Data SciencePerformance Estimation Techniques for Machine Learning ModelsAn overview of tools and methods to estimate performance of your ML model6 min read·Mar 2, 2023----
Felipe de Pontes AdachiinTowards Data ScienceUnderstanding Kolmogorov-Smirnov (KS) Tests for Data Drift on Profiled DataData drift meets data profiling11 min read·Dec 14, 2022----
Felipe de Pontes AdachiinGoogle Cloud - CommunityAccelerating Question Answering Applications with MobileBERT and TFLiteThe world of Natural Language Processing has been evolving rapidly with the use of pre-trained, self-supervised models. However…6 min read·Nov 22, 2021----
Felipe de Pontes AdachiinTowards Data ScienceDeploy and Monitor your ML Application with Flask and WhyLabsImproving Observability for your AI System10 min read·Nov 3, 2021----
Felipe de Pontes AdachiinTowards Data ScienceDon’t Let Your Data Fail YouContinuous Data Validation with whylogs and Github Actions8 min read·Jul 12, 2021----
Felipe de Pontes AdachiinTowards Data ScienceMonitoring of an Underwater Drone15 min read·May 4, 2021----
Felipe de Pontes AdachiinTowards Data ScienceMonitoring and Retraining your Machine Learning ModelsWith Google Data Studio, lakeFS and Great Expectations14 min read·Mar 4, 2021--2--2
Felipe de Pontes AdachiinTowards Data ScienceDeploying a Fake News Detector Web Application with Google Cloud Run and FlaskWhile taking technical debt into consideration10 min read·Jan 20, 2021----
