David Louis

• Provide operational analysis, procurement evaluation, and data-driven decision support across early-stage commercial and public-sector initiatives. • Led sourcing, pricing, and feasibility analysis for product manufacturing and government procurement opportunities, translating technical requirements into executable operational plans. • Built vendor evaluation models comparing cost structures, compliance requirements, lead times, and delivery risk across domestic and international suppliers. • Developed financial and logistics forecasts to support bid preparation, product commercialization strategy, and supply chain planning. • Created repeatable workflows for opportunity assessment, documentation review, and cross-functional coordination. • Designed dashboards and analytical tools to improve visibility into performance, risk, and operational timelines. • Advised stakeholders on applying structured analytics to guide purchasing, manufacturing, and go-to-market decisions.

• Scaled team performance from local events to international competitions, coaching multi-school regional teams who achieved global championships. • Delivered real-time performance analysis to adjust fight strategy based on opponent techniques, behavioral patterns, and physical attributes. • Organized and led the Pacific West Regional Tournament, managing logistics, scheduling, and day-of operations with live troubleshooting to ensure seamless event execution.

• Designed and implemented scalable data models across 8 stem cell transplantation cohorts and 5 time points, providing analysis and visualization. • Conducted multidimensional statistical analyses, R², OLS, T-tests, Spearman, on 5,000,000+ TCR sequences to uncover biomarker-linked immune signatures across CMV and cancer patient populations. • Built 30+ advanced visualizations using t-SNE, Tableau, and ggplot2 to identify immune cell clustering, enabling actionable insights for collaborators and published research. • Applied Machine Learning Algorithms to cluster longitudinal patient data, increasing subtype classification accuracy.

• Created a cloud-computing system to analyze TCR data using MySQL, perl, python, and shell scripts. • Constructed a single script Single Cell Sequencing analysis platform with linux based openlava job scheduler. • Using statistical and data analysis tools, such as R, perl, python, and jalview, providing analysis with Postdoctoral Researchers on diseases including Multiple Sclerosis, HIV, Tuberculosis, and Heart Disease. • Provided graphical representation of department research network based $50 million grant that was presented to the leadership of Bill and Melinda Gates Foundation.

• Planned and taught curriculum for Introduction to Computational Immunology to class of 30 students. • Provided instruction on the T-Cell Receptor, types of sequencing, baseline analysis of sequencing data, and provided a multitude of tools available for sequencing analysis. • Developed follow along code for learning basics of R coding, and how to use basics of coding perform A/B data analysis of sequencing data.

• Built high performing long short-term memory models using tensorflow for text recognition of long-term care facilities to recognize emails requesting assistance in vaccine deployment of local pharmacies. • Produced Geolocation Algorithm to map and connect Long Term Care Facilities to top closest pharmacy partners across all California counties using SAS. • Designed optimization program for vaccine provider outreach, reducing manpower from 5 people spending 10 hours a week to 1 person spending 10 minutes a week. • Redevelop metric measuring recipients of vaccine populations for sex, age, race, and county for CA by pulling data from Snowflake cloud architecture with SQL.

• Created database alignment using command line for multiple species to be analyzed. • Generated figures and analysis optimizing humanization to create the best possible sequences after selection. • Assisted in lab when needed, performing restriction digest, ligation, electroporation, plating, colony picking, among other lab techniques to further antibody library production.

• Analyzed and evaluated qualifications for 100 international applicants weekly ranging from over 100 countries. • Organized and implemented a sustainable filing system of confidential documentation for 6000 applying students. • Created and piloted the San Francisco campus online tour system and provided tours for campus visits.

• Construct a diverse phage display library from 100 blood donors for antigen panning. • Design antigens to be panned against created phage display libraries.