Olivia Petrillo

Olivia Petrillo

Driven bioinformatics professional with 2+ years experience with software engineering and pipeline development in the immuno-oncology space. Proficient in developing and maintaining software tailored for Good Manufacturing Practice (GMP) environments in accordance with GAMP5 software validation guidelines.

Education

Northeastern University, Boston, MA

May 2022

College of Science

GPA: 4.0/4.0

Master of Science in Bioinformatics

Northeastern University, Boston, MA

Sep 2017 - May 2021

Khoury College of Computer Sciences

GPA: 3.91/4.0

Bachelor of Science in Data Science & Biochemistry

Technical Knowledge

Python
Bash
R
Groovy
Java
JavaScript
SQL/RDBMS
Nextflow
React
Git
AWS
Jenkins
Docker
Unix
GNU/Linux
MasterControl

Experience

Gritstone bio, Boston, MA

Mar 2022 - Present

Sr. Research Associate, Bioinformatics

Mar 2023 - Present

Research Associate II, Bioinformatics

Mar 2022 - Mar 2023
  • Process transcriptomic and whole exome sequencing data to support GRANITE Phase 2/3 trial for personalized neoantigen vaccines
  • Develop and maintain bioinformatics pipelines with Nextflow to process Illumina sequencing data in a GMP-regulated environment
  • Conduct ad-hoc analysis of both internal and external next-generation sequencing (NGS) data to support research projects and process development efforts
  • Maintain and revise technical documentation, standard operating procedures, software specifications, and qualification protocols through change controls
  • Collaborate closely with NGS, QA, Cloud Engineering, Clinical, and Manufacturing teams

Jounce Therapeutics, Cambridge, MA

Jul 2021 - Dec 2021

Acquired by Concentra Biosciences Mar 2023

Bioinformatics Co-op

  • Analyzed imputed single-cell RNA-seq data with Seurat to annotate and verify cell subpopulations from the whole tumor microenvironment
  • Characterized cell differentiation trajectories based on transcriptional dynamics and pseudotemporally ordered cells with Monocle3 to investigate gene expression patterns during differentiation
  • Supported early-discovery programs by analyzing the differences between gene expression of myeloid targets as a function of pseudotime
  • Clearly communicated and presented applicable analysis within team subgroups as well as to the whole company

Gritstone bio, Boston, MA

Jul 2020 - Feb 2021

Bioinformatics Co-op

  • Processed and analyzed single-cell RNA-seq data using the 10x Genomics Chromium technology and Illumina HiSeq, MiSeq, and NovaSeq platforms
  • Integrated multi-modal data to profile cell populations within a tumor
  • Maintained research pipelines for sequencing analysis, generated workflows to automate processes including sequence alignment, mapping, read quantification, normalization, and variant calling
  • Modeled intratumor heterogeneity of single-cell populations using statistical distributions to characterize dropouts and true gene expression
  • Created user-friendly program to assist wet lab collaborators with standardization and analysis of cytokine response data
  • Supported external company collaboration with bluebird bio (now 2seventy bio), identifying tumor-specific targets for cell therapy
  • Developed internal quality control metrics for data cleanup and delivery

PowerAdvocate, Boston, MA

Jul 2019 - Dec 2019

Now part of Wood Mackenzie

Software Development Co-op

  • Redesigned and delivered a highly used feature of a client-facing web application utilizing React
  • Acted as lead from beginning to end on a full-stack feature, extensively pairing with other developers
  • Produced high-quality code through unit and functional tests, cross-team code review, and automated browser testing using Selenium
  • Communicated closely with product owners and negotiated business requirements for projects
  • Worked in an Agile environment collaborating with a team of approximately 30 developers and IT/DevOps
  • Presented 4 months of work for a recently delivered feature during a company-wide technology review

Awards

GritStar Q3 2022 Award

Awarded November 2022

Associated with Gritstone bio

  • First winner of quarterly company recognition, awarded for exceeding responsibilities