Data integration through APIs, databases, and file systems. Ensuring data storage and availability through data lakes, NoSQL, and relational databases. Data processing via ETL/ELT and automated pipelines for real-time updates.
Data preprocessing to ensure quality and facilitate analysis.
Statistical modeling and development of intuitive, informative visualizations and dashboards using tools like Power BI , Plotly
, Streamlit
, Chart.js
, or even Excel
.
Implementing predictive analytics through methods such as clustering, regression, classification models, and PCA integrated into real-world applications. I utilize TensorFlow and scikit-learn
.
In project: Deploying and embedding chatbots/AI agents for optimal automation.
Implementing object detection and image classification for advanced application features, leveraging technologies such as Google Cloud Vision and OpenCV
.