▪Building ML models with product teams serving property management clients in multi-family housing.▪Developing pricing model based on economic indicators for revenue intelligence product.▪Developed lead scoring model for prospective residents for lead-to-lease marketing product.

▪Developed AI/LLM pipeline for transforming content for educational assessments. ▪Co-developed and maintained recommender systems with Apache Airflow. Matched content authors to new course opportunities. Major version release of content recommendations for learners.▪Ad-hoc analysis for C-level executives for customer retention and product insights. ▪ Acting data product manager for Market Intelligence. Managed a team of 6 software engineers who sourced public web data to power insights about competitors’ content strategy.

▪Delivered senior bioinformatics and statistical consulting for University laboratories requiring analysis of high-dimensional gene expression studies (RNA-seq). ▪Specialized in single cell RNA-seq analysis. Delivered solutions for ad-hoc analysis requests from professors, post docs, and graduate students.▪Work featured as co-author of several scientific publications in basic cancer research.

▪Lead author of statistical model, spaceMap, with advisor Jie Peng to infer sparse regulatory networks from high-dimensional genomic data. The model uses novel penalized regression techniques to learn what genomic regions have major regulatory effects on gene co-expression networks. Released R package (with C++ bindings) with extensive web documentation and illustrative application to breast cancer data. ▪Bioinformatics research assistant for Michelmore Laboratory studying Wheat-Rust pathogen interactions via RNA-Seq.

▪Trained ML models for product dev. of Envisia Genomic Classifier. ▪Improved existing data pipeline regarding data cleaning, quality assurance, and feature engineering. ▪Contributed to an accepted abstract at the American Thoracic Society International Conference (2016).

▪Published signal processing tool, Massifquant, for isotopic trace detection and quantification in metabolomics/proteomics as part of the John T. Prince Laboratory (Dept. of Biochemistry). ▪ Implemented in C++ with bindings to R package XCMS.