Diana Lee, PH.D.
San Diego,CA
Summary
Talented, dedicated, tenacious computational biologist. Proven investigation, data analysis and time management talents. Strong problem-solver with excellent communication, multitasking and organizational abilities paired with superior work ethic and accuracy-driven approach.
Overview
28
28
years of professional experience
Work History
Graduate Researcher
San Diego State University Research Foundation
San Diego, CA
05.2016 - 06.2024
- Developed Machine Learning models using Python libraries (scikit, scipy, biopython, pandas) to accurately predict bacteriophage capsid structure by analyzing genome length and major capsid protein gene.
- Received awards and established valuable connections for our lab by showcasing work at conferences and lectures
- Developed predictive models for brittle material failure using Machine Learning techniques in Python (scikit-learn, tensorflow, GCNs) leveraging data from the LANL databank.
- Published three papers in peer-reviewed journals with two more in progress.
Software Test Analyst
Biosoft Integrators
San Diego, CA
07.2018 - 01.2020
- Analyzed test data, created reports, and formed projections.
- Remediated existing and developed new software requirement specifications.
Telecommunications Auditor
Tangoe, Inc. (formerly ProfitLine)
San Diego, CA
01.2008 - 06.2015
- Designed and upheld databases for the analysis and audit of telecom invoices
- Identified errors, disputed them, and followed up to ensure correction.
- Managed client goals and expectations through the implementation of audit plans.
Special Projects Analyst
Oasis Outsourcing (formerly Kelly Staff Leasing)
San Diego, CA
02.2002 - 02.2007
- Designed and maintained MS Access database for both Unix-based systems and Oracle HRIS.
- Developed data mining and analysis methodologies for legacy systems, enabling efficient sourcing, audit, invoice audit, and usage review projects.
- Developed training systems methodologies and designed MS Access and Excel training courses
IT Operations Support
Sempra Energy / SDG&E
San Diego, CA
07.1996 - 09.2001
- Developed and managed MS Access and Visual Basic-based telecommunications audit databases
- Collaborated with telecommunications vendors to develop state-of-the-art billing tools.
- Worked as part of the Strategic Sourcing team to negotiate telecommunications contracts
Education
Ph.D. - Computational Science
Claremont Graduate University
Claremont, CA08-2024
Bachelor of Science - Applied Mathematics, emphasis in Biology
San Diego State University
San Diego, CA05-2016
Associate of Science - Applied Mathematics
San Diego City College
San Diego, CA05-2009
Skills
- Machine Learning
- Computational Biology
- Programming (Python, C, R, SQL, MatLab, LaTeX)
- Quantitative Research
- Internet Research
- Problem-solving aptitude
- Effective Communication
- Analytical Skills
- Multitasking
- Data Analysis
- Project Management
- Bilingual Spanish
Publications
- Lee, DY; Bartels, C; McNair, K; Edwards, RA; Swairjo, MA; Luque, A. Predicting the capsid architecture of phages from metagenomic data. CSBJ, 2022, https://doi.org/10.1016/j.csbj.2021.12.032
- Luque, A; Benler, S; Lee, DY; Brown, C; White, S. The Missing Tailed Phages: Prediction of Small Capsid Candidates. Microorganisms 2020, 8, 1944. https://doi.org/10.3390/microorganisms8121944
- Schwarzer, M; Rogan, B; Ruan, Y; Song, Z; Lee, DY; Percus, AG; Chau, VT; Moore, BA; Rougier, E; Viswanathan, HS; Srinivasan, G. Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks, Computational Materials Science, https://doi.org/10.1016/j.commatsci.2019.02.046
Timeline
Software Test Analyst
Biosoft Integrators
07.2018 - 01.2020
Graduate Researcher
San Diego State University Research Foundation
05.2016 - 06.2024
Telecommunications Auditor
Tangoe, Inc. (formerly ProfitLine)
01.2008 - 06.2015
Special Projects Analyst
Oasis Outsourcing (formerly Kelly Staff Leasing)
02.2002 - 02.2007
IT Operations Support
Sempra Energy / SDG&E
07.1996 - 09.2001
Ph.D. - Computational Science
Claremont Graduate University
Bachelor of Science - Applied Mathematics, emphasis in Biology
San Diego State University
Associate of Science - Applied Mathematics
San Diego City College
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