Data Tech Lead
I have been involved in various digital solution development projects as a technical lead in roles such as data leader, data engineer, machine learning engineer, and data scientist.Some of the projects I have worked on include:- Acting as an analytics engineer, responsible for collecting and processing data from different sources (MongoDB, Google Analytics, Facebook Pixel) and developing a dashboard showcasing key growth metrics for project stakeholders and squad… Show more I have been involved in various digital solution development projects as a technical lead in roles such as data leader, data engineer, machine learning engineer, and data scientist.Some of the projects I have worked on include:- Acting as an analytics engineer, responsible for collecting and processing data from different sources (MongoDB, Google Analytics, Facebook Pixel) and developing a dashboard showcasing key growth metrics for project stakeholders and squad members.- Working as a data engineer in the implementation of a cloud-based data lake on AWS, implementing change data capture solution (AWS DMS), and building a data pipeline using PySpark for deployment on Amazon EMR on EKS.- Acting as a data tech lead, with the main technical objectives of the project including the implementation of data collection pipelines using Azure ADF and Azure Databricks, developing an NLP model for classifying the description of invoice items into product categories using the HuggingFace library, and creating dashboards and reports to support the validation process with clients.- Acting as a data scientist, leading the development of a machine learning model aimed at identifying potential fraud cases. The project involved tasks/models such as feature engineering, dimensionality reduction techniques (PCA, tSNE, UMAP), clustering (k-means), feature importance analysis, and implementing a random forest classification model.- Serving as a data engineer, responsible for overseeing the migration of an Azure environment (Data Factory, Databricks) to the Google Cloud Platform (GCP) using tools such as Google Composer and Databricks. Show less