Taniya Bose Iyer
Business Intelligence Manager @ Amazon
- Role
- Business Intelligence Manager at Amazon
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Taniya Bose Iyer
Analytics professional with 14 years of experience within the Banking and Financial Services Industry.Extensive experience with managing projects with $2MM-$10MM revenue impact, and spanning across multiple verticals such as Risk, Marketing, Sales, Product, Technology, Compliance, and Operations.Core skills- Setting up and managing high performing Analytics teams- Develop and implement Machine Learning models- Analytical consulting and client relationship management Risk Analytics- Probability of Default Models, Reject Inference, Vintage Static Pool Analysis, Loss Forecasting, Portfolio Analyses, Model MonitoringCustomer Analytics - Propensity Modelling, Campaign Management, Cross-sell/Up-sell, Retention, Lead Management, Channel Analytics, Churn Analytics, Segmentation and Segment Strategy, Customer Experience Strategy, Net Promoter Score, Survey AnalyticsProduct Analytics – Product Bundling, Pricing Simulators, Asset Liability Management, Competitor Analysis, Value-based PricingAlgorithms & Techniques- Regression: Linear, Elastic Net, Ridge, Lasso, StepwiseClassification: Logistic Regression, Decision Trees, Random ForestClustering: K-Means, HierarchicalTechniques: Cross-validation, Ensemble, PCA, A|B Testing, Bagging, BoostingSoftware Skills: R, SQL, SAS, Excel, Python (basic)
Experience
Business Intelligence Manager
Sep 2022 — Present · Bengaluru, IN
Leading Price Perception Analytics for Amazon Marketplace
Education
National Institute of Technology Calicut
Bachelor’s Degree, Bachelor of Technology in Civil Engineering
2004 — 2008
Northwestern University
Master of Science (M.S.), Predictive Analytics
2016 — 2018
Skills
- Predictive Analytics
- Financial Services
- Management Consulting
- Chaid
- Financial Analysis
- Propensity Modelling
- Pricing Optimization
- Marketing Analytics
- Business Analytics
- Analytics
- Retail Banking
- Linear Regression
- Sas E-Miner
- Business Analysis
- Sas
- Customer Segmentation Strategy
- Sql
- Customer Service
- Microsoft Office
- Net Promoter Score
- Customer Experience
- Banking
- Logistic Regression
- Product Analysis
- Risk Management
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