Sara Rijo

- Consultant experience in development of AI systems, data pipelines & automatic data analysis for different international companies: healthcare, tourism, education, sales & marketing. - From business needs to ML projects; - From strategic definition and prototyping to production;

Responsible for NLP stack of the core product and external projects Architecture definition of the core product Python NLP/NLU/Conversational AI, Chatbots (Intent Classification, Entity Extraction, Sentiment Analysis, Slot Filling) Rasa, NLTK, spacy, scikit-learn, scipy, tensorflow AWS ML Services (Comprehend, Lex, Polly, Transcribe) Botmock

Responsible for AI & ML Projects; Responsible for the architecture and development of the company's core platform : THE YOURDATAFLOW, in different sides: -End-to-End Software Development; -Data Integration; -IA & Machine Learning Functionalities; -Platform Infrastructure; -Integration of Cloud Services; -Control Automation Implementations;

Creation of scripts for automating the process of extracting datasets; Development of end-to-end machine learning applications; Development of tools for data visualization; Development of deep learning models (DNN, RNN and LSTM); Optimization of machine learning models; Temporal optimization using GPU; Type of data: Video (Image an Sound) Tools : Python, Linux, Tensorflow, Theano,Lasagne, Scikit-Learn, NLTK, Nolearn, Numpy, Docker, Jupyter, Nginx, HTML, CSS, Javascript, D3.js;

Thesis Subject: Deep Learning for Event Detection in Sound