About Naveed
English
Native or bilingual
Experience
- AmazonSENIOR BI ENGINEER/DATA SCIENTISTOctober 2022 - Today (3 years and 8 months)United KingdomIdentify various business needs for analysis for Amazon Fresh Stores (AFSI)●Develop analysis and reports for AFSI initiatives.●Build data pipelines (using SQL and datanet) to feed reports and analysis.●Perform analysis (Bayesian, Difference-In-Difference, and Visual) on the various A/B tests for marketing and promotions.●Analyze pricing strategies and develop documentation on modeling for pricing.●Using Tableau, Redshift, Datanet and R for analysis and modeling to create alerts when a promotion is not working as expected and doing basket analysis for identifying the most popular combinations for meal-deal.●Developed and presented on how to use Bayesian analysis to identify the best strategies in experimental testing.
- EcoAtmSENIOR DATA ANALYTICS ANALYST/DATA SCIENTISTMay 2021 - Today (5 years and 1 month)United KingdomLead the company's BI division for the International operations.●Use a combination of database technologies such a SQL server, Redshift, and SnowFlake to perform traditional data warehousing tasks such as building the data warehouse schema and writing ETL scripts.●On the front-end I use Tableau to build visualization dashboards for reporting and analysis.●I use R to build predictive models to help the business meet its targets such as finding the optimal locations for placing the kiosks and finding the best marketing and advertising messages (using A/B testing).●Provide guidance to develop the business in the right direction with data-based intelligent insight.●Some of the reports and visualization built using Tableau include techniques using Custom Groups, Aggregated Metrics, Sets, Dynamic Sets, Time-Series, Reference Lines, Multiple Data Sources, Special Formats, Deciles, Drill Through, Parameters, Window Functions, Scatter Plots & Graphs of Best-fit, Geographical Maps, Test of Significance, A/B Testing, etc.●Developed and taught two courses in Tableau to the entire ecoATM International team.
- Arrow GlobalSENIOR STRATEGY ANALYST/DATA SCIENTISTDecember 2015 - April 2021 (5 years and 4 months)United KingdomModeled the company's large database to extract intelligent information about their customers to design optimal debt collection strategies.●Used SQL Server, SSIS, Power BI, SAS, R and some Python in this position to build predictive models and strategies for optimization of collections and performance.●Some predictive models included: o Which customers are likely to stop payments. o What are the best telephone numbers to contact customers. o What is the likelihood of contacting a customer when a phone call is made. o How long will a customer continue to pay (survival analysis). o Which customers will be profitable during legal proceedings. o Pricing a portfolio (using Monte Carlo simulation).●Analysis was usually presented to the wider audience using Power BI dashboards and visualization. Remote Part-Time Consulting Assignments: Pakistan
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Education
- Doctor of PhilosophyLoughborough University2016PHD
- Doctor of PhilosophyDartmouth College1996PHD