Contact [email protected] for more information. The following is non-exhaustive, so If you don’t see your particular goal, feel free to get in touch anyway!
Data science strategy
Many campaigns and organizations find themselves sitting atop a wealth of data but are not exactly what they should do with it. We can help with:
- Potential data science & analytics to build with your data
- Internal analytics that can help drive your existing product roadmap
- The design of a new potential data science team
Research & development
Research is hard, but my PhD taught me how to approach a vaguely defined but potentially high reward project and cut it down to size. As importantly, I’ve worked stints at highly performant applied corporate research labs, like Meta and Symantec, and built a political R&D practice from scratch. I am eager to find partners for understanding:
- Validation of persuasion methodologies
- Resonance and virality of campaigns
- Temporal dynamics of rapid response moments
Data science infrastructure
I have worked at wildly different stages of data infrastructure: from building my own shoestring pipelines to digest noisy bioinformatics data living on academic servers to interfacing with rapidly changing APIs to working with a full-fledged data engineering team in a manicured data lake. I am acutely aware of the pain points data scientists face at different scales and can help make scaling (relatively) pain-free.
Model building
Do you already have an idea for how to put your data to best use? Let me help you build the best model for your use case. My primary training is in statistics, and, while I cut my teeth doing unsupervised learning and dimensionality reduction, my career has taken me to time-series regressions and transformers (although I am always partial to a linear model).
- Embeddings and semantic search
- Message testing
- Housefile targeting