I'm a Data Scientist specializing in building end-to-end Machine Learning pipelines from scratch.
I write production-ready code that is readable, reliable, and scalable.
Croptix has developed a proprietary optical method that can look inside leaves to identify indicators of crop disease. This technology is field deployable, allowing growers to rapidly and economically screen large areas on a recurring basis, and manage diseases as early as possible.
I am Croptix's first Data Scientist, and have built our Python-based Analysis and Reporting codebase from the ground up.
My responsibilities include developing ML classification models for spectral data, building internal image processing and analysis tools, and constructing automated reporting pipelines.
I also manage the Data Team at Croptix.
MealPal is a subscription service that provides members with hundreds of lunch choices near where they live or work for a flat, monthly fee. Users can discover new restaurants and save money, while restaurants can increase revenue during their busiest hours of the day.
I was the first Data Scientist at MealPal, and built MealPal's first production ML model. The model made daily predictions about user actions across more than a dozen MealPal markets across the world, including North America, Europe, Australia, and Asia. The model immediately provided significant improvements in operating efficiency.
Insight is an intensive seven week post-doctoral training fellowship bridging the gap between academia and data science.
I created Skua, a Chrome extension that automatically filters out abusive Twitter content in real time.
Apex Systems specializes in providing IT professionals for contract, contract-to-hire and direct placements.
I built custom machine-learning software to integrate with the client's in-house toolkit. The client's preferred development language was C#, so I could not rely on existing ML libraries and built cross-validation and hyperparameter optimization tools from scratch.
In the U.S. alone, invasive species cost more than $100 billion annually in economic and environmental losses. These losses affect agriculture, forestry, fisheries, and transportation infrastructure.
I studied how evolution can make invasive species spread faster over time. This research will hopefully empower researchers to make improved predictions about rates of invasive species spread.
My research was featured in Nature Research Highlights and the BBC World Service.
Simplify Healthcare provides niche software solutions and services to Health plans and third party administrator (TPAs), so they can navigate the rapidly changing market landscape.
As a short-term consultant with Simplify Healthcare, I re-built the functionality of legacy software for a client that provides market research and analytics to Fortune 500 companies.
Vidaris is a provider of niche consulting services within the architecture, engineering and construction industries focusing on high-performance buildings and specialty structures. They provide solutions for building envelope, energy efficiency, sustainability, code advisory and construction advisory projects.
I estimated energy cost savings by numerically simulating annual energy expenditure for multiple HVAC configurations.