Created a data pipeline using Python and SQL to evaluate ML predictions against ground truth data and generate metrics and visualizations, reducing processing time by 90% to enable faster model iteration and improvement, and helping customers and internal teams understand model performance

Data engineering, productionizing ML models, feature engineering, data analysis

Used PostgreSQL with PostGIS to store and query geographical data

Used JavaScript, OpenLayers, and GeoServer to visualize data on map layers

Performed data analysis and machine learning on behavioral data using Python with NumPy, SciPy, Matplotlib, pandas

Create technical documents and scripts for Cisco Small Business customers

Mentored students attending the workshops

Built Java applications to send IoT sensor data to the cloud for analytics

Created a notification system to send alerts when the condition of assets is threatened

Used REST APIs to get product information