Techniques Steve Donoho Uses:
Brainstorming, rapid prototyping
Steve Donoho's Problem Solving Skills:
- Data Mining
- Analytics
- Statistics
- Fraud Detection
- Anti-Money Laundering
- Identity Theft Detection
- Bioinformatics
Steve Donoho's Problem Solving Experience:
- Built a software system to detect mortgage fraud for a major US bank. I was the technical lead.
- Built a fraud detection system for a major US brokerage system. I was the data analytics lead.
- Built a money laundering detection system for a major US bank. I was the data analytics lead. Part of this involved designing a link analysis system to find unexpected connections among transaction parties.
- Used analytics to identify Key Opinion Leaders for a drug launch for a pharmaceutical company. I was the data analytics lead.
- Built a software system to detect stock market manipulation for a national regulatory agency. I was a data analyst.
- Built a model to predict churn of prepaid wireless customers for regional telecommunications company. I was the data analytics lead.
- Designed an algorithm to analyze gene expression microarray data to identify genes relevant to a particular stress condition.