Software Engineer - Consultant / March 2023 - Present
Developing a cloud-based automated risk management system for a fintech company operating in the financial markets of North America, to ensure efficient and reliable risk assessment and mitigation processes.Machine Learning Engineer - Open Source Contributor / December 2022 - Present
• Working on the AI innovation project: Tackling Deforestation in Tanzania with focus on Mangroves.
• Contributed to the development of the web-application; AuroHue, platform for monitoring and predicting the air-quality using machine learning.Data Analyst - Analytics / January 2022 - December 2022
• Led the end-to-end development of regression-based ML model for fraud risk assessment of the consumer cards. Model successfully flagged the top 10% of potential fraudulent cards, enhancing fraud detection capabilities.
• Co-led the development of the random forest ML model for ACH transactions in second iteration, resulting in improved performance and a 30% increase in dispute savings. Model poised to be offered as a SaaS solution to clients.
• Implemented Python-based automation for client program segmentation, streamlining the process and saving weeks of manual work time.Associate Data Analyst - Analytics / November 2020 - December 2021
• Conducted extensive feature engineering on diverse payment channel datasets, resulting in the creation of 22 features, which formed the basis for a customer intelligence system and business-centric ML models.
• Designed and implemented fraud monitoring solutions for clients with consumer and commercial portfolios, achieving a 40% hit rate in flagging fraudulent activity and reducing annual fraud loss by 35%.
• Developed and deployed ETL pipelines for a call center customer service management team, enabling the introduction of an effective monitoring system.Flutter Developer - Freelance / May 2020 - November 2020
Led the development of a cross-platform mobile application in Flutter for Dryvar Foods, a food delivery service. The project involved a complete revamp of their existing platform, integrating a PHP backend server and incorporating real-time GPS delivery tracking.