Senior Healthcare Data Analyst (2022-Present)
Memorialcare Medical Group
- Designer of analytical workflows for ad-hoc Health Services Research Evaluation (HSRE) group
- Team lead for reporting/utilization of electronic data warehouse utilization, billions of records from dozens of schema.
- Primary contributor for downstream data visualization and statistical inference.
- Supervisor: Dr. Mike Randhawa
Consultant (2022-Present)
- Designer and maintainer of bioinformatics workflows and storage in diangostic health
- Advisor and designer in cryptocurrency investing: data workflows, forecasting, risk management
- References available upon request
Researcher (2019-2022)
Johns Hopkins Bloomberg School of Public Health - Baltimore, MD
- Theoretical exploration of discordance measures in the observation classification problem (FastH+)
- Designer and maintainer of R package with multiple approximation methods for label-dissimilarity discordance in the classification (clustering) problem
- Prepared multi-phase pipeline (bash, python, R) for assessment of on-disk dissimilarity calculation and approximation (i.e., locality sensitive hashing, minicore ) in multiple downstream analytical performance tests in single-cell RNA-seq datasets
- Supervisor: Dr. Stephanie C. Hicks
Bioninformatics Analyst (2016-2019)
National Jewish Health - Denver, CO
- Lead and co-investigated multiple genomic studies of inflammatory disease such as asthma and atopic dermatitis resulting in 8 publications including two first-author
- Maintained multiple active pipelines (bash, python, perl, R, java) for processing, quality control, and analysis of next-generation sequencing (RNA-seq) data applied to cohort studies of multiple terabytes
- Derived novel statistical and bioinformatic protocol for applications in biomedical data such as viral detection, cross-enrichment of multiple statistical procedures, visual classification, and other downstream analytical techniques
- Supervisor: Dr. Max A. Seibold
Research Intern (2015)
Lovelace Respiratory Institute - Albuquerque, NM
- Lead an spatial/GIS investigation on giant ragweed incidence in the American Midwest. Integrated spatial data from federal, state, and non-governmental databases to conduct imputation and predictive modeling of further ragweed growth.
- Supervisor: Dr. Patrick T. McDonald and Dr. Tyrone Ryba
Teaching Assistant (2015-2016
New College of Florida - Sarasota, FL
- Directed accessory lectures/explanatory sessions, conducted primary lectures as needed, graded homework and exams for: Calculus 1, Physics 2, Differential Equations, and Mathematical Modeling
- Supervisor: Dr. Necmettin Yildirim
Research Intern (2013)
Loma Linda University Health - Loma Linda, CA
- Created and curated GIS database of on experimental and published venomous scorpion incidence in southwest North America.
- Supervisor: Dr. William Hayes