Gerardo Ignacio Galdames Díaz

Gerardo Ignacio Galdames Díaz has a work experience that spans from 2016 to 2021. Gerardo Ignacio started their career as a Back End Developer at iConstruye, where they worked on integrating Purchase Orders from Microsoft Dynamics AX to their ERP system using SQL Server, a WCF Web Service, a .NET Windows Service, and Biztalk Server.

In 2021, Gerardo transitioned into a Fullstack Developer role within the same company. Gerardo Ignacio first worked on the "AI Factory" team, where they performed the role of a Data Engineer. Gerardo Ignacio'sresponsibilities included processing and analyzing data based on business needs and developing Machine Learning models using Python, specifically with algorithms like SVM, Random Forest, and FastText. Gerardo Ignacio utilized libraries such as SciKit-Learn, Pandas, Numpy, and FastText. Gerardo also worked on model inference using Apache Airflow, Docker, and Azure Functions, and created Dashboards in Metabase. Gerardo Ignacio handled data stored in Postgres (Azure) and BigQuery (Google Cloud).

Later, in their Fullstack Developer role, they participated in the migration of applications that read from Elasticsearch. This task involved migrating MongoDB Collections to Atlas Search and adjusting the reading process accordingly. Additionally, Gerardo worked on integrating Purchase Agreements from a client to predict products using a Classification Model trained with Machine Learning (FastText). The results were stored in MongoDB/Atlas Search, and the "Purchase Agreement" was converted into a "Purchase Order" before being sent back to the client. This solution was implemented using technologies such as C# Web API, Azure Functions, Webforms (ASPX), and an Angular SPA.

Gerardo Ignacio Galdames Díaz completed their education at the Instituto Profesional CIISA from 2018 to 2021, where they obtained a degree in Software Engineering. Additionally, they have obtained several certifications, including "Machine Learning with Python Essentials" from Virtual Labx - Caja Los Andes - Universidad de Chile in July 2023, an "EF SET English Certificate 61/100 (C2 Advanced)" from EF Standard English Test (EF SET) in February 2023, and a "MongoDB Application Optimization (DA640)" certification from MongoDB in November 2022. Gerardo Ignacio also holds a "React (Basic) Certificate" from HackerRank, although the month and year of obtaining this certification are not specified.