My Experience
Spans across various disciplines and work environments, ranging from building an online business to working with an international non-profit to helping a manufacturing company improve efficiency and a digital assets exchange reduce fraud. My takeaway has been that every employee has the potential to create significant impact when provided access to the right information in a dynamic and explorable format.
Integrated DataBricks and Keyvault into Azure SQL database
infrastructure
Built and managed Python ETL pipelines in DataBricks
Aggregated and structured data from external APIs
Applied statistics and ML techniques including random
forests, regression, and ensemble learning to identify
patterns of unusual customer behavior for RMA and fraud
analyses.
Performed cross-validation to test out of sample model
performance and applied ROC/AUC analyses to fine tune
parameters that optimize the tradeoff between true positive
and false positive rates.
Converted the outputs of complex data transformations and
analysis into concise, interactive dashboards in Looker and
PowerBI.
Developed over 50 dashboards end-to-end across sales,
marketing, customer support, fraud and manufacturing.
- Ethical Leadership
- Governance and Accountability
- Negotiation
- Power and Politics
- Business Analytics
- Big Data Machine Learning
- Data Analytics
- Data Science and Business Intelligence
- Quantitative Methods
- Foundations of Management and Organizations
- Effective Management
- Managerial Decisions and Behavior
- Management of Technology
- Managing Complex Projects
- Operations Management
- Solving Organizational Problems
- Strategic Communication
- Entrepreneurial Ventures
- New Product Development
- Discovery to Market
- Innovation For Humanity
- People and Markets
- Competitive Strategy
- Financial Modeling and Valuation
- Financial Resources I
- Financial Resources II
- BioMaterials
- Electrical Properties of Materials
- Electrical Properties Lab
- Kinetics and Phase Transformations
- How Advances in Materials Science Shape the World
- Mechanical Properties of Materials
- Mechanical Properties Lab
- Structure of Materials
- Thermodynamics of Materials
- Characterization of Materials
- Chemistry of NanoMaterials
- Micro/Nano Structured Materials and Devices
- NanoMaterials Lab
- NanoWire Undergraduate Research
- Senior Design Capstone Project
- Calculus I
- Calculus II
- Calculus III
- NanoMaterials Lab
- Linear Algebra and Differential Equations
- Probability and Statistics for Engineers
- Computation and Programming for Engineers
- Gigantic Calculators for Materials Engineering
- Neurological Data Design
- Neural Network Modeling for Learning, Language, and Cognition
- Chemistry Lab I & II
- Materials Chemistry
- Organic Chemistry I & II
- Organic Chemistry Lab I & II
- Physics I & II
- Physics Lab I & II
- Culture of the Engineering Profession
- Leadership and Management in Engineering
- Professional Communication for Science, Business, and Industry