Joan Camilo Tamayo

As a Mechatronic Engineer specializing in computational neurosciences and Big Data analytics, I distinguish myself through strong leadership, empathy, and proficient conversational English (B2). My background includes extensive experience in data science, where I've led projects spanning data analytics, computer vision, machine learning, text mining, and natural language processing. software skills: Python focused on the creation of data science algorithms, natural language processing, data mining, computer vision, machine learning and artificial neural networks. (TensorFlow, NumPy, Pandas, Scikit learn, Keras, Matplotlib, Seaborn, Pyspark) Amazon Web Services S3 - EC2 Azure Machine Learning R for data science, analytical/statistical processes, data management and storage, as well as API’s management. HTML5, CSS3, JavaScript. ETL's through the use of Pentaho and Knime Dashboard modeling and visualization in Power Bi. Creation and management of SQL databases in MySQL Serverless SaaS Solutions like Snowflake Experience: I lead an agile team using the Scrum methodology for the development of software projects, natural language processing, as well as design and risk analysis, through the use of different programming languages and machine learning and cloud computing tools such as Python, Git, R, Power Bi, Knime, AWS S3, AWS EC2 and Google colab. Leading projects of: - Computer vision: Leading the automatic detection of medical records in a 150k image database for hospitals Perú. - Data mining for fraud detection: Centralizing information on the delivery of POS and NON-POS medications. - Natural language processing: Generating monthly reports of 5k patients and 170 responses for each one, reducing by 90% the time it took to do it manually. - Data integration, modeling and visualization: Optimizing processes and improving decision making, through the successful implementation of ETL and visualizations for multiple Colombian EPS's.