Machine Learning Product Manager
Current1. ML-Powered Financial Forecasting Models and “Business Health Report" for Small Business Owners• Conceptualized and led the development of the "Business Health Report" for small business owners, collaborating with cross-functional teams to ensure a comprehensive and valuable product.• Partnered with Design and Accounting teams to create a visually appealing, user-friendly layout with accurate and relevant financial metrics.• Worked with Data Analytics and Data Science teams to implement a robust data quality score and ML-driven revenue and expense prediction models• Managed the full product lifecycle from concept to prototype, leading user interviews and feedback sessions to align the report with user needs and business objectives.2. Data-Driven Sales Optimization• Designed an experimentation framework and scorecard to assess ML model impact on trial-to-conversion rates, driving data-informed strategy decisions and improving sales efficiency and resource allocation.3. AI-Powered Expense Categorization Model• Enhanced core product functionality by improving expense categorization model accuracy to over 90% through the creation and implementation of 900+ data labeling rules, showcasing deep understanding of ML model performance optimization and training data quality improvement techniques.
