Delivering data warehouse and ETL solutions as part of an Agile team using advanced ML techniques to improve performance and processes.

Helping build and improve infrastructure, application, and performance development and ensuring tight security including data encryption, security groups, and environment scanning.

Ensuring high-quality deliverables and implementing DevOps and security best practices in fast-paced environments.

Developed a process intelligence platform that uses Computer Vision and Machine Learning to continuously uncover a complete, end-to-end view of digital processes with zero interruption to employees and zero required integrations.

Solved the graph simplification and boosted its performance to near real time on large graphs.

Designed a wrapper microservice for the graph simplification module to integrate seamlessly with the rest of the project.

Coordinated between teams handling different microservices, assisting them to deliver a robust product.

Managed tasks for a loan pricing model using internal cost curves acquired through estimates from advanced statistical techniques on the solution.

Led the bank to achieve a higher net interest income with lower volatility through engaging statistical analysis, forecasts, and simulations.

Oversaw the implementation of Oracle OFSAA and OBIEE within the bank and worked with the ETL team to implement data quality checks and ETL rules.

Developed an FTP model for the largest Lebanese bank, iterating rules to calculate the FTP per product and working with FTP curve estimates from statistical simulation techniques.

Developed a model for loan cancellation probability and loan disbursements through a Logit model and survival analysis.

Worked on Alex Bank's credit risk models review and data quality controls, ensuring good bank data quality and estimating the probability of default and exposure at default.