Working on Machine Learning Internal products by studying and analyzing possible use cases and using AWS Services to implement them.+ Model training for text similarity, clustering, prediction+ Text generation with LLMs+ Data collection and cleaning of corpora/datasets+ Analysis of audio and text data+ Exploratory Data Analysis+ Topic and intent classification+ Root cause analysis+ ETL and pipelines development and maintenance+ System automatization and regression tests implementation+ Data Engineering

+Data collection, preprocessing and analysis+Feature selection and engineering+Models validation, test and fine tuning+Generative AI: Text generation and image generation with Transformers (LLM)+Bot identification+Disinformation and fake news detection+Social media threatening content detection

+Data pipelines implementation and maintenance.+Pipelines code refactorization+ML modules packaging+Data correctness, integrity and completeness verification and testing+FastAPI, Flask, Django, AWS Services (EC2, S3)

+Native language skills and cultural awareness of native country+Data analysis to solve complex problems+Automating and integrating workflow from diverse systems+Debugging and fixing on different stages of system pipeline+Collaboration with other engineering and internal teams

+Native language skills and cultural awareness of native country+Data analysis to solve complex problems+Automating and integrating workflow from diverse systems+Debugging and fixing on different stages of system pipeline+Collaboration with other engineering and internal teams

+Data crawling, wrangling and cleaning+NLP pipeline tasks implementation (Tokenization, Normalization, POS, NLU, NER)+Model implementation (Feature Selection and Engineering, Performance analysis)+Data Analysis (Topic modeling, Data viz, Distribution analysis, Dimension reduction)+Unit and Functional tests definition+Development and deployment of end-to-end AI-based solutions

+Reengineering for the face recognition module of the service robot Golem-II+ for Robocup 2012+Implementation of a face recognition module using Sparse representation, Homotopy and L1 Norm minimization.+Implementation of a text document classifier for PAN 2014 Author ID Verification Task using Impostors Method, Sparse Representation and L1Norm Minimization.+Implementation of a pattern recognition module and bird's song classifier for LifeCLEF 2014 Bird Identification Task using a Support Vector Machine and Sparse representation model

Different gigs on software development:+Scripting+Data crawling+Web development+Definition of development patterns (MVC)+Database design+Data collection and cleansing

Computer Theory subject assistant professor.Teach and give support to undergraduates on:+Automata theory+Formal grammars and languages+Computation models+Turing machines+Computability and complexity+Markov models