Success Stories
Create the right product for your customers
Reduced product risk and increased revenue streams for therapeutic device start-up by advising founders to scope down offering from smart apparel to HaaS
Start-up advisor + mentor to 100+, helping align product to solving customer pain points, from idea to MVP
Data Strategy
Advised CEO and Engineering team of hospitality start-up on how to close gaps in company’s data collection pipeline for tracking customer service requests; quarterly advising and code reviewing analytics initiatives in Python
Prioritized 40+ initiatives in collaboration with executives of major entertainment studio, based on product payoff, timeline to delivery and data availability
Spearheaded efforts to standardize data quality workflows for tracking quality of care metrics across two disparate Electronic Health Record (EHR) systems of a major healthcare organization
Uncover who your best performers are
Identified leading indicators of customer churn from feedback and implemented a real time prediction engine as Python API (sanic, spacy and custom sklearn pipelines of OOP classes)
Developed positive and negative KPIs to evaluate hardware quality to improve network connectivity for online gaming start-up with terabytes of data (220M+ requests/day)
Iterate on making your product more engaging and profitable
Generated $4M+ annually across 1.5K+ market research studies and multiple CPG clients worldwide, by identifying drivers of product performance, by scaling POC that leveraged Bayesian networks
Collaborated with cross-functional stakeholders on requirements, and created and deployed an end-to-end near-real time recommendation engine for a social media start-up to made product more dynamic, by personalizing advice for improving engagement of social media posts based on content in real time, via AWS SageMaker API, Python, Docker
Identified areas of missed revenue opportunities, by understanding nuances of how customers choose what to buy, for fashion subscription box from 10K+ customer reviews