• Consult on best practices for cost-effective software development, infrastructure and team composition, including evaluating existing software teams and systems.• Build custom infrastructure and pipelines in the cloud for processing next-generation sequencing data.• Develop web and mobile applications for genomic, immunologic and clinical data browsing and visualization.• Build machine learning models for clinical and multi-omic data.• Automate manual research tasks using custom software.

• Led multiple research projects (3 now published) to discover genomic, immunologic, and clinical predictive biomarkers for cancer immunotherapies.• Built and conceived new open-source software applications to facilitate, automate, and ensure the reproducibility of this research.• Built web-based tools for visual analysis of genomic data.• Built software to generate personalized vaccines based on patient genomes.

• Led, and later managed, the team responsible for search result ranking within the Salesforce.com product.• Developed features to improve ranking and evaluate performance.

Created new recommender systems and algorithms, including a joke recommender and a charity recommender.