Michael Mullarkey, Phd Email & Phone Number

Denver, Co, Us

Bellevue, Washington, Us

- Unlocked ~30% more top-of-funnel ARR by building a custom LLM for extracting clinical insights from screenings- Halved our largest compute cost while maintaining accuracy by overhauling our feature engineering process- Catalyzed >$3M in new VC funding leads by driving the publication of the company’s first clinical validation study- Delivered highly requested features by leveraging sentence transformer models in Python- Increased the screenings available in our flagship product 500% via ML modeling and clinical expertise- Positioned Aiberry as market leader by giving talks about LLMs at prominent institutions like AWS

Durham, North Carolina, Us

- Enabled real-time analytics worth >$1M in full-funnel value by putting an ML model in production- Created a new revenue channel for a mission-critical product by implementing computer vision models in Python- Reduced latency in reporting performance metrics during pilots 400% by creating automated, scalable reports- Sped up a customer-facing data API 600% by optimizing SQL calls to BigQuery- Engaged 50% of employees on data science case study results by developing an interactive, participatory system

- Decreased user depression 19% by architecting A/B tests in a linear regression framework with multiple imputation- Saved 20 hours of manual work per week by creating a suicidality screener for text data using boosted tree models- Engineered an end-to-end pipeline for 100% of the organization’s data with a mandate to only use open-source

- Reduced churn 53% in digital health products by statistically modeling tradeoffs between effectiveness and churn- Tracked 100% of data for strategic priorities by building a dashboard according to non-technical stakeholder criteria- Generated >90% sign-up rate for reproducible workflow tools after presentations at national conferences

Facilitated analyses in multi-million dollar grants by creating a time series forecasting pipeline with tsfresh in Python

Doctor Of Philosophy (Phd), Clinical Psychology

Master Of Arts (M.A.), Clinical Psychology

Ba, Psychology