Maanas Siraj

● Process Automation (BOT Development)

○ Developed and deployed automated software solutions (BOTs) that streamlined critical processes, resulting in a 95% reduction in manual effort.

○ Engineered BOTs to extract and integrate data from external sources (e.g., websites, documents) into company databases, enabling proactive data analysis and anomaly detection

● Predictive Modeling

○ Collected, analyzed, and prepared the data to develop predictive models for fraud detection

○ Deployed a machine learning model with a 78% recall, demonstrating a significant enhancement in detection capabilities compared to existing systems

● Data Analysis & Reporting

○ Designed and deployed real-time Power BI dashboards to track key business KPIs, improving stakeholder decision-making efficiency by 40%.

○ Developed analytical reports and dashboards to identify critical patterns and inform strategic business decisions.

● Contributed to the development of data collection pipelines and generated analytical reports to deliver actionable insights to stakeholders

● Developed machine learning models to predict user engagement, achieving 82% accuracy. Created and deployed a containerized API for seamless integration.

Implemented and optimized technology solutions to enhance core software functionality, driving a 15% improvement in operational and customer experience metrics

● Collaborated on sign-off checks for one of the partitions of a test chip. Performed macro placement, fixed DRC violations, completed LVS and provided timing closure for the partition.