Maria Cherian

Software Engineer Intern at UVJ Technologies

Contributed to software engineering tasks and supported ML/AI initiatives; assisted in data preprocessing and building small-scale ML pipelines.

Senior Machine Learning Engineer at Core Strat

Led development of end-to-end Gen AI systems; designed and deployed RAG pipelines using LangChain, Pinecone, Neo4j, and Qdrant; orchestrated data ingestion and ML Ops using Azure DevOps; built real-time dashboards and monitoring.

Software Engineer at Temenos

Supported high-volume data pipelines and analytics workflows for regulatory/compliance systems used by UAE banks like FAB, Mashreq Bank, and Shariah Islamic Bank. Integrated AI-driven automation with core banking platforms and financial regulations. Automated reporting workflows using SQL and Power Automate, reducing manual processing time by 35%. Built Power BI dashboards for compliance and reconciliation monitoring, enabling data quality checks and governance.

Senior Machine Learning Engineer at Core Strat

Prototyped route optimization using RL/LSTM map approaches; built forecasting models (ARIMA/LSTM) for utilization planning. Developed and deployed predictive credit risk models using Decision Trees and Random Forest, achieving an F1-score of 0.87. Led end-to-end ML model development, testing, and deployment.