Ahmed Trifa

On a "Move to Cloud" project for a French international investment bank. I am currently a Data Engineer in a data referential team DATA PLATFORM AS A SERVICE

- Develop a utility to transfer historical data to the cloud (Bash, Hadoop)

- Develop generic bricks used in data manipulation (Pyspark) PIPELINES ETL

- Participate in functional and technical specification workshops

- Develop data transformations (Databricks)

- Deploy cloud resources "As code" (ARM template, Azure devops)

- Monitor the pipelines automatically executed on Data Factory (Azure Data Factory) INDEX STREAMING Financial indicators are created and must be communicated in real time to an external partner

- Configure connectivity to external Kafka servers

- Develop methods for formatting, routing and storing of Kafka messages (Spark streaming)

Most relevant usecases:

- Retail stores Clustering based on sales dynamics (Time Series, Databricks)

- Digital KPI Forecast for a first class client in Auto industry (FbProphet, AWS)

- Contact plan Optimization for a retail banking company (Cvxopt)

As part of a communication digitalization strategy, I worked on customers clustering into different homogeneous groups based on their communication record with the company via: Web, IVR, Phone...etc. My job was to understand and characterize customers behavior on the company's Website based on traffic data that I collected, transformed and analyzed.