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Nearly 3 years
Software & Data Engineering
Nearly 1 year
Data Analysis
Mechatronic Engineer Bachelors Degree
Hello! I'm Nicolas Guarin Gaviria, a Mechatronics Engineer with nearly 3 years of dynamic experience in software development, data engineering, and analytics. My recent roles include a Full Stack Software Engineer Associate position at Scotiabank, where I leverage Python, Azure, and Power BI to build comprehensive solutions. I also contributed as a Supply Data Analyst at ISA Interconexión Eléctrica S.A. E.S.P., developing predictive models and data pipelines using Azure Databricks, Azure Machine Learning, and Azure DevOps. My foundational experience at Bancolombia involved roles as a Software Engineer, focusing on AI support and microservices, and as an Analyst, driving data-driven insights. I'm passionate about leveraging technology to solve complex problems and continuously learn to stay ahead in the industry.
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Implemented a neural network manually to approximate an arithmetic equation's graph. Focused on fundamental principles, iterative training, and weight adjustment, with plans for advanced optimization and complexity.
Developed a platform for selling photographs using Node.js (JWT for sessions) and Angular. Future plans include data analytics for market insights and potential AWS migration for scalability.
Analyzed JSON chat data by applying filters to extract relevant fields, compiling them into Excel for generating comprehensive Power BI reports. Focus on non-sensitive, randomly selected conversations.
Developed predictive risk models at PeraBank using AWS services, including ETL processes for large datasets. This project involved analyzing customer data to predict loan default risk, leveraging tools like Sagemaker and S3.
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