Juan S.

I am a Mechatronics Engineer from Ecuador. Data Science project development, problem-solving using automation, team player and communication are some of the skills I am currently working into. I love to extract value from data, using it to discover hidden information or build models for meaningful purposes. CARREER HIGHLIGHTS -------------------------------- * Developed a deep learning algorithm to detect faults in wind turbines 3 months in advance, making maintenance 90% cheaper than corrective maintenance after the fault. * Identified possible fraud in 100+ Ecuadorian public entities through an analysis of the procurement procedures data in 2020. * Created a system to detect malicious IP addresses trying to connect to the company network, analyzing the network traffic data. * Coordinated the installation of an 18-rack smart cubicle in a data center, configuring sensors and login systems to ensure high-security standards for its 500+ terabytes of data AREAS OF EXPERTISE -------------------------------- Time-series forecasting Deep Learning for image recognition Fraud detection with data analysis Network traffic capture and analysis. IoT hardware and software TECHNICAL SKILLS -------------------------------- Languages: Python, Java, Arduino IDE Frameworks and libraries: Tensorflow, Pytorch, Apache Spark, Scikit-Learn, Matplotlib Databases: MySQL, SQL Lite, Firebase Software tools: VS Code, Matlab, Git/GitHub, Linux command prompt Open source systems: Arduino, Raspberry Pi PROJECTS BRIEFCASE ------------------------------ [login to view URL]