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cv.yaml
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name:
first: Jérémie
last: Lumbroso
phone: ~(609)~258-5379
email: lumbroso@cs.princeton.edu
pdf: /data/cv.pdf
src: "https://github.com/jlumbroso/cv"
url: "www.cs.princeton.edu/~lumbroso/"
social:
github: jlumbroso
#twitter: JeremieLumbroso
linkedin: jérémie-lumbroso
google_scholar: WeHh1d0AAAAJ
# Erdős number is at most 3.
# ([Jérémie Lumbroso -> Philippe Flajolet -> Andrew Odlyzko -> Paul Erdős )
# LaTeX formatting.
style: banking # casual, classic, oldstyle, or banking
color: green # blue, orange, green, red, purple, grey and black
color2: "0.25,0.25,0.25" # Make the font under the name a darker grey.
# (tag, section type, title)
order:
- [about, NONE]
# - [news, News]
- [education, Education]
- [teaching, Teaching Experience]
#- [research, Research Experience]
- [service, Service]
- [projects, Selected Projects]
- [advised_students, Selected Advised Students]
- [selected_publications, Selected Publications]
# - [NEWPAGE, NEWPAGE]
- [industry, Industry Experience]
#- [coursework, CMU Graduate Coursework]
#- [honors, Honors \& Awards]
- [skills, Skills]
# - [NEWPAGE, NEWPAGE]
- [all_publications, All Publications]
# - [activities, Activities]
about: ""
# news:
# - date: Sept 2018
# info: ""
service:
- title: Teaching Awards
details: Princeton Engineering Commendation List for Outstanding Teaching (COS 488, Spring 2020 and 2021), SEAS Excellence in Teaching Award (COS 126, Fall 2019)
- title: Int. Committees
details: Lecturer Hiring (since 2016), Infrastructure Advisory (since 2015), Educational Software (since 2017), Industry Affiliates (since 2018)
- title: University-level
details: Canvas Faculty Advisory Group (since 2019), Faculty adviser for USG Labs and TigerApps (since 2015), faculty oversight of student software such as Recal, Tigerbook, TigerPath (since 2015)
- title: BSE Fresh. Adv.
details: 67 students in 2015-2021
- title: COS BSE Adv.
details: 45 students from the BSE COS 2019 class of majors
- title: Conference Organizer
details: Young Al{\'e}a Workshop (Oxford 2013, Paris 2014), AofA (Princeton 2017), CSCW-NW (NYC 2022).
- title: P.C./Reviewer
details: ANALCO (2014-2019), SODA (2013-2014), LATIN (2014), AofA (2014, 2018, 2020), CPC (2013), SIGCSE (2016-2020), ITiCSE (2016, 2020).
# service:
# - title: Reviewer
# details: ICML 2018, NeurIPS 2018, NeurIPS Deep RL Workshop 2018, ICLR 2019 (outstanding reviewer), ICCV 2019
# - title: Admissions
# details: CMU CSD MS 2014-2015
selected_repos: https://github.com/locuslab/icnn
https://locuslab.github.io/qpth/
https://github.com/locuslab/qpth
https://github.com/locuslab/mpc.pytorch
https://github.com/bamos/densenet.pytorch
https://github.com/bamos/dcgan-completion.tensorflow
https://github.com/bamos/block
https://github.com/bamos/setGPU
education:
- school: Sorbonne Université
location: Paris, France
degree: Ph.D. in Computer Science
dates: Sep 2009 -- Dec 2012
overallGPA: Top 2\% in major
- school: Sorbonne Université
location: Paris, France
degree: M.S. in Computer Science
dates: Sep 2007 -- June 2009
overallGPA: Top 1\% in major
- school: Sorbonne Université
location: Paris, France
degree: B.S. in Computer Science
# degree: B.S., Computer Science, Honors Scholar
dates: Sep 2005 -- June 2007
overallGPA: Top 1\% in major
research:
- place: Carnegie Mellon University
location: Pittsburgh, Pennsylvania
title: Research Assistant
advisor: Zico Kolter
dates: Apr 2016 -- Present
area: Machine learning and optimization
- place: Intel Labs
location: Santa Clara, California
title: Research Intern
dates: June 2018 -- Sept 2018
advisor: Vladlen Koltun
area: Machine learning
- place: Google DeepMind
location: London, UK
title: Research Intern
dates: May 2017 -- Oct 2017
advisor: Nando de Freitas
area: Machine and reinforcement learning
- place: Carnegie Mellon University
location: Pittsburgh, Pennsylvania
title: Research Assistant
advisor: Mahadev Satyanarayanan
dates: Aug 2014 -- Apr 2016
area: Applied machine learning and mobile systems
details:
- |
Face recognition with deep neural networks:
\url{http://github.com/cmusatyalab/openface}
- place: Virginia Tech
location: Blacksburg, Virginia
title: Undergraduate Research Assistant
advisor: Jules White
dates: May 2012 -- May 2014
area: Mobile systems, cyber-physical systems, and security
details:
- Android malware detection research using
a distributed {\bf Actor-based Scala} system.
#- Modified the {\bf Android source} to provide non-standard logging
# information for dynamic malware analysis.
- Manufacturing cyber-physical security research implemented
with {\bf VC\#} and {\bf Python}.
#- Developed {\bf VC\#} and {\bf Python} programs for a pilot study on
# manufacturing cyber-physical security.
#- Assisted {\bf C++} and {\bf Make} development in {\bf Linux} for a
# deployment optimization framework.
- place: Virginia Tech
location: Blacksburg, Virginia
title: Undergraduate Research Assistant
advisor: Layne Watson
dates: Jan 2013 -- May 2014
area: Scientific computing, global/stochastic optimization, and bioinformatics
details:
- Algorithm development for global and stochastic optimization using quasi-Newton
methods for {\bf parameter estimation} in
{\bf Fortran 95} and {\bf OpenMP}.
- Bioinformatics research on yeast cell modeling using
{\bf Fortran 95}, {\bf C++}, and {\bf Matlab}.
- place: Virginia Tech
location: Blacksburg, Virginia
title: Undergraduate Research Assistant
advisor: Binoy Ravindran
dates: Nov 2012 -- Mar 2014
area: Heterogeneous compilers
details:
- Compiler research on a heterogeneous system
on automatic {\bf OpenMP} to {\bf CUDA}
translation using {\bf C++} and the {\bf ROSE} compiler framework.
- Polyhedral loop optimization research to restructure
{\bf OpenCL} kernels for locality using {\bf LLVM} and {\bf Polly}.
#- '{\bf Scala} and {\bf Bash} development in {\bf Linux}.'
industry:
- place: codePost
location: New-York, NY, USA
title: Head of Research
dates: March 2019--present
- place: CUvids
location: Princeton, NJ, USA
title: Chief Technical Officer
dates: August 2019--present
- place: Inst. Nat. de Recherche en Info. et en Autom. (INRIA)
location: Rocquencourt, France
title: Research Intern
dates: Feb. 2009--Oct. 2009
area: Analysis of Probabilistic Algorithms
- place: Centre Nat. d'Enseign. {\'a} Distance (CNED)
location: Paris, France
title: Online Instructor
dates: Sep. 2007--Feb. 2008
area: Programming Language Design
- place: MLstate
location: Paris, France
title: Software Engineer
dates: Jul. 2007--Oct. 2009
area: Programming Language Design
# - place: Intel Labs
# location: Santa Clara, California
# title: Research Intern
# dates: June 2018 -- Sept 2018
# advisor: Vladlen Koltun
# area: Machine learning
# - place: Google DeepMind
# location: London, UK
# title: Research Intern
# dates: May 2017 -- Oct 2017
# advisor: Nando de Freitas
# area: Machine and reinforcement learning
# - place: Adobe Research
# location: San Jose, California
# title: Data Scientist Intern
# dates: May 2014 -- Aug 2014
# area: Distributed Systems
# details:
# - I built a web analytics processing engine using {\bf Scala},
# {\bf Spark}, {\bf Spray}, {\bf Parquet}, and {\bf HDFS}.
# - place: Snowplow Analytics
# location: London, United Kingdom (Remote)
# title: Software Engineer Intern
# dates: Dec 2013 -- Jan 2014
# details:
# - Open-source {\bf Scala} development with a startup on the
# Snowplow analytics platform.
# My commits are online at
# \url{https://github.com/snowplow/snowplow/commits?author=bamos}.
# - Developed a new server using {\bf Spray} and {\bf Actors} to store
# {\bf Thrift} events on {\bf Amazon Kinesis}.
# # - "Helped port Snowplow's Scala enrichment process to Kinesis."
# - place: Qualcomm
# location: San Diego, California
# title: Software Engineer Intern
# dates: May 2013 -- Aug 2013
# details:
# - "I created a specification format language translator for fuzz
# testing with Python."
# # - Developed an XML modification {\bf web application} for
# # fuzz vector generation.
# # Implemented with client-side {\bf HTML} and {\bf js},
# # using {\bf D3} for graphics and {\bf Handlebars} for templating.
# # - Developed an XML-based grammar translator in {\bf C++} with
# # the {\bf Xerces} XML parser in {\bf Linux}.
# # Reimplemented in {\bf Python} using the {\bf ElementTree} XML API for
# # sophisticated analysis and tree transformations.
# - place: Phoenix Integration
# location: Blacksburg, Virginia
# title: Software Engineer Intern
# dates: May 2012 -- Aug 2012
# details:
# - I developed industry software for software integration and
# design process optimization in {\bf VC++}, {\bf VC\#}, and {\bf Java}.
# # - Developed industry software in
# # {\bf VC++}, {\bf VC\#}, {\bf Java}, and {\bf Tomcat}.
# # - Improved the testing ({\bf JUnit} and {\bf NUnit}) and installation
# # ({\bf Ant}, {\bf InstallShield}, and {\bf Make}) frameworks.
# # - Integrated a new licensing mode into CenterLink, a grid computing
# # application, using {\bf FLEXlm} and {\bf Java}.
# - place: Sunapsys
# location: Vinton, Virginia
# title: Network Administrator Intern
# dates: Jan 2011 -- Aug 2011
# details:
# - Internship in high school to replace Windows domain, mail,
# DHCP, and DNS servers with virtual {\bf Linux} servers
# using {\bf KVM} and {\bf virsh}.
# # - Migrated the office's computers to the Linux servers.
# # - Created {\bf Bash} scripts for incremental backups with rsync
# # and hard links.
teaching:
- semester: W2013
name: Intro CS1
short: CMPT 120 @ SFU
position: Lead Instructor
- semester: S2014
name: Intro CS2 @ SFU
short: CMPT 225
position: Lead Instructor
- semester: F2014, S2015, F2016, S2017
name: Intro CS2 @ Princeton
short: COS 226
position: Co-Lead Preceptor, Instructor
- semester: F2015, S2016, F2017, F2019
name: Intro CS1 @ Princeton
short: COS 126
position: Co-Lead Preceptor
- semester: S2020, F2020, S2021
name: Intro CS1 @ Princeton
short: COS 126
position: Code Grading Coordinator
- semester: F2021, S2022, F2022, S2023
name: Intro CS1 + Intro CS2 @ Princeton
short: COS 126/226
position: Code Grading Coordinator
- semester: W2023
name: "Quantifiable Self: An Intro to Analyzing Data about You in Python"
short: Wintersession
position: Instructor
- semester: S2015, S2017, S2020
name: Analytic Combinatorics
short: COS 488
position: Co-Instructor
- semester: F2017
name: Intro to Cybersecurity
short: COS 462
position: Lead Preceptor
- semester: S2018
name: Software Engineering
short: COS 333
position: Lead Preceptor
- semester: S2019
name: Economics and Computation
short: COS 445
position: Lead Preceptor
projects:
- name: Domenico Scarlatti Project
details:
- Initial research funding from Princeton's CDH in March 2020 (10k USD)
- Followed by award from Research England in June 2022 (60k GBP) to work with Sir Barry Ife, Marco Moiraghi, Luisa Morales and Jasper van der Klis
- Received Leverhulme Trust Research Grant for 2023-2025 (410k GBP) with Sir Barry Ife
- Indexing all extant historical musical sources for this composer, a broad-scale digital humanities research project
- name: code{\bf Lobby}
url: http://codelobby.csed.io/
details:
- Research project funded by the 250th Anniversary fund (20k USD), piloted in COS 126
- Allows students to see each other's code for mid-level stakes assessment anonymously
- Research will determine whether this exposure increases their code literacy
- name: code{\bf Post}
url: https://codepost.io
details:
- Tool designed to streamline grading code assignments, and managing 100s+ ugrad. graders
- Introduced in Fall 2015, has graded 30k+ submissions, for 3k+ students and 20+ courses
- Initially advised collaborator James Evans as ugrad. (2014-2016); now a company in 2019
- name: TigerUHR
url: https://tigeruhr.io
details:
- Tool designed to streamline the application, hiring, management of ugrad. workers
- Introduced in Fall 2016, has allowed us to transition from hiring \textasciitilde{}20
ugrads. across 5 positions, to as of 2019 hiring \textasciitilde{}350 across 14 positions
- Aggregate data allows to better match students to jobs; and maintain satisfaction
- name: Quizzera
url: https://quizzera.io
details:
- Automated quizzing platform used in CS2 course with \textasciitilde 70 questions types
- Allows students to take infinite random variations of questions with no staff involvement past initial term setup
- Essential part of flipped CS2, it discourages procrastination (\textasciitilde{}600 students/term)
- name: LabQueue
url: https://labqueue.io
details:
- Automated ticketing system designed to manage our labs
- Serviced \textasciitilde{}1200 students in 2018; manages a staff of \textasciitilde{}50 TAs/term.
- Analytics produced allowed us to efficiently staff, and petition for ressources
- name: Anki Facecards
url: https://edutools.cs.princeton.edu/facecards/
details:
- Website to generate flash cards of ugrads or COS people to learn their names
- Leveraged this tool to learn my students' names and improve interactions
- name: PersonalityDB
url: https://ptdb.tigeruhr.io/
details:
- Website to collect and integrate the data from a personality questionnaire
- Will allow for research projects, such as improving partner matching
# - name: Personal Blog and Website
# url: http://bamos.github.io
# details:
# - Hosted on GitHub Pages. Uses {\bf Markdown} for posts and {\bf Jekyll}
# for static HTML generation.
# - '{\bf 42 posts} across the following tags,
# listed by highest frequency.'
# - Python, Bash, Linux, LaTeX, Fortran, Android, Scala, News,
# JavaScript, Zsh, C++, OpenMP, Lua, Make, Mathematica, mpv
advised_students:
- type: Masters Thesis
students:
- name: Lance Goodridge
period: 2017-2019
topic: "Automation to Manage Undergraduate Teaching Assistants"
- name: Alexander Iriza
period: 2014-2015
topic:
"Enumeration and Random Generation of Unlabeled Classes of Graphs:
A Practical Study of Cycle Pointing and the Dissymmetry Theorem"
- type: Undergraduate Individual IW or Thesis
students:
- name: M. Mir
period: Fall 2022
topic: "Gamifying Shift/Sub Scheduling for the Intro CS Lab"
- name: B. Reinkemeyer
period: 2022-2023
topic: "Evaluating Gender Bias in French Word Embeddings and the Effectiveness of “L’Écriture Inclusive” Political Efforts"
- name: Th. Lim
period: Spr. 2022
topic: "Selling Out or Scraping By? Corporate Sponsorships of Open Source Projects"
- name: J. Lou
period: Fall 2021
topic: "Training Graders to Improve Code Feedback"
- name: J. Rubin
period: 2021-2022
topic: "Jongleur: A Serverless App to Process Large Audio Files"
- name: Erin Vuong
period: Spr. 2021
topic: "An Alternative Approach to Scheduling: Time Slot Preference Ranking"
- name: Joanna Kuo
period: Spr. 2021
topic: "The LabQueue: A Human-Computer Interaction Study"
- name: Samantha P. Li
period: Spr. 2019
name: "An Effective Shift Substitution Platform"
- name: Matt Harrington
period: 2018-2019
topic: Automatic Tagging of Rubik's Cube Data Set
- name: S. H. Clarke
period: Spr. 2018
topic: "Keep Asking: A System For Repeatedly Collecting Feedback"
- name: Perry Cate
period: Spr. 2018
topic: "Uniform Chat API"
- name: Casey Chow
period: Spr. 2018
topic: "Chive: A Backchannel for University Lectures"
- name: Rushy Panchal
period: F. 2017
topic: "Sera: Software Enclaves for REST APIs"
- name: Leila Clark
period: 2017-2018
topic: "Costutor: An intelligent tutor for introductory C. S. students"
- name: Victor Du
period: Spr. 2017
topic: "Pair Programming: Literature Review + Implications for Princeton COS"
- name: Mitchell Hamburger
period: Spr. 2017
topic: "COS Leaderboards: A Project In Gamification"
- name: Diana Liao
period: Spr. 2017
topic: "Lab Queue"
- name: Sam Pritt
period: 2016-2017
topic: "Algorithmic Enumeration of Combinatorial Structures"
- name: Maryam Bahrani
period: 2016-2017
topic: "Enumerating Unlabeled Cactus Graphs"
- name: Naphat Sanguansin
period: Spr. 2016
topic: "TigerHost: A deployment service for student projects"
- name: Lance Goodridge
period: Spr. 2016
topic: "TigerUHR: A Management System for Undergraduate Resources"
- name: Jessica Shi
period: Spr. 2016
topic: "Tight exponential bounds from vertex incremental characterizations"
- name: Hee Joo Name
period: Spr. 2016
topic: "Understanding Student Performance through Intermediary Code: Submission for Princeton's Introductory Computer Science Course"
- name: Dyland Xue
period: Spr. 2016
topic: "Scooby: A Lightweight Web Scraping Framework"
- name: J. Shi
period: F. 2015
topic: "Enumerating unlabeled graph classes: Tree decompositions + other approaches"
- name: Annie Chu
period: F. 2015
topic: "Efficient Generation of Random Heaps"
- name: Angela Hillsman
period: F. 2015
topic: "Princeton Door-To-Door Mapping"
- name: J. Evans
period: Spr. 2015
topic: "Combinatorial Approach to Evaluating Streaming Alg. Performance"
- name: James Evans
period: F. 2014
topic: "codePost"
selected_publications:
name: "J. Lumbroso"
file: selected.bib
all_publications:
name: "J. Lumbroso"
categories:
- heading: Preprints and Tech Reports
prefix: P
file: tech-reports.bib
- heading: Conference Proceedings
prefix: C
file: conference.bib
- heading: Journal Articles
prefix: J
file: journal.bib
- heading: Workshop, Symposium, and Short Papers
prefix: W
file: short.bib
# - heading: Magazine Articles
# prefix: M
# file: magazine.bib
# - heading: Posters
# prefix: S
# file: posters.bib
# coursework:
# - semester: S2017
# name: Statistical Machine Learning (10-702, Au)
# instructor: L. Wasserman
# - semester: S2017
# name: Deep Reinforcement Learning (10-703, Au)
# instructor: R. Salakhutdinov and A. Fragkiadaki
# - semester: F2016
# name: Intermediate Statistics (10-705, Au)
# instructor: L. Wasserman
# - semester: F2016
# name: Topics in Deep Learning (10-807)
# instructor: R. Salakhutdinov
# - semester: F2015
# name: Convex Optimization (10-725)
# instructor: R. J. Tibshirani
# - semester: F2015
# name: Algorithms in the Real World (15-853)
# instructor: G. Blelloch and A. Gupta
# - semester: S2015
# name: Semantics of Programming Languages (15-812)
# instructor: A. Platzer
# - semester: S2015
# name: Optimizing Compilers for Modern Architecture (15-745)
# instructor: T. Mowry
# - semester: F2014
# name: Advanced Operating and Distributed Systems (15-712)
# instructor: D. Andersen
# - semester: F2014
# name: Mobile and Pervasive Computing (15-812)
# instructor: M. Satyanarayanan and D. Siewiorek
skills:
- title: Languages
details: Python, JavaScript/TypeScript, C, C\#, Java, OCaml,
PHP, Make, Maple, Shell
- title: Frameworks
details: Django, Node.js, NumPy, Pandas, SciPy, React
- title: Systems
details: Linux, OSX, Windows
honors:
- title: NSF Graduate Research Fellowship
year: 2016 -- 2019
- title: "Eight undergraduate scholarships"
year: 2011 -- 2014
# - title: Phi Beta Kappa Honor Society
# year: Inducted May 2014
# - title: 1st Place Undergraduate Senior Capstone Award, Virginia Tech Computer Science
# year: 2014
# - title: David Heilman Research Award, Virginia Tech Computer Science
# year: 2014
# descr: Awarded to the Computer Science student with the most
# outstanding research experience.
# - title: Senior Scholar Award, Virginia Tech Computer Science
# year: 2014
# descr: Awarded to the senior in Computer Science with the most
# outstanding academic record.
# - title: ACC Meeting of the Minds Undergraduate Research Conference, 2014
# url: http://www.vtnews.vt.edu/articles/2014/03/030514-uged-accmom.html
# - title: Honorable Mention, CRA Outstanding Undergraduate Researcher Award
# year: 2014
# descr: 1 of 15 North American males awarded honorable mention for
# exemplary computer science research.
# url: http://cra.org/awards/undergrad-view/2014_outstanding_undergraduate_award_recipients/
#- title: Qualstar Award, Qualcomm, 2013
#- title: Pi Mu Epsilon Honor Society, Inducted 2013
# - title: Awarded eight undergraduate merit scholarships
# year: 2011 -- 2014
# - title: Benjamin F. Bock Merit Scholarship, Virginia Tech Engineering
# year: 2013 -- 2014
# - title: Sophomore Scholar Award, Virginia Tech Computer Science, 2013
#descr: Awarded to the sophomore in Computer Science with the most
# outstanding academic record.
#- title: University Honors, Virginia Tech, 2012 -- 2014
# - title: Intelligence Community Center of Academic Excellence Scholarship,
# Virginia Tech
# year: 2012 -- 2014
# descr: Merit-based scholarship providing a cyber-security
# research fellowship.
#- title: Dean's List with Distinction, Virginia Tech, 2011 -- 2014
# - title: Engineering Merit Scholarship,
# Roanoke County Public Schools Education Foundation
# year: 2011
# descr: Merit-based scholarship presented annually to one student
# in the graduating Engineering class.
# - title: "Papa John's Merit Scholarship"
# year: 2011
# - title: Gay B. Shober Memorial Merit Scholarship,
# Roanoke County Federal Credit Union
# year: 2011
# - title: Pamplin Leader Merit Scholarship, Virginia Tech
# year: 2011
# descr: Merit-based scholarship presented to one student from
# each public high school in Virginia.
# url: http://ww2.roanoke.com/community/virginia/education/wb/292050
# - title: I. Luck Gravett Memorial Merit Scholarship,
# Scottish Rite of Freemasonry
# year: 2011
# - title: Salem -- Roanoke County Chamber of Commerce Merit Scholarship
# year: 2011
# url: http://s-rcchamber.org/wp-content/uploads/2011/03/August-2011-NL.pdf
#- title: 1st Place Regional CAD/Engineering Drawing,
# Virginia TSA, Blue Ridge Region, 2011
#- title: District Band Trumpeter, VBODA District VI, 2009 -- 2011
#- title: Virginia Aerospace Science and Technology Scholar,
# National Space Grant Foundation, 2010
# descr: Selected as an attendee of a summer academy at NASA
# Langley Research Center.
#- title: Head Junior Marshall, Northside High School, 2010
#- title: 3rd Place District Foreign Extemporaneous Speaker,
# VHSL Forensics, 2009
# activities:
# - Honors Residential College, Virginia Tech, 2013 -- 2014
# - Hokies Pep Band, Virginia Tech, 2012 -- 2013
# - Computer Science Community Service, Virginia Tech, 2012
# - Symphony Band, Virginia Tech, 2011 -- 2012
# - Linux and Unix Users Group, Virginia Tech, 2011 -- 2012
# - Galileo Living -- Learning Community, Virginia Tech, 2011 -- 2012
# - Trumpet Section Leader, Maring Band, Northside High School, 2010 -- 2011
# - Math Club, Northside High School, 2010 -- 2011
# - National Honor Society, Northside High School, 2009 -- 2011
# - Academic Team, Northside High School, 2009 -- 2011
# - Chess Team, Northside High School, 2009 -- 2011
# - Tennis Team, Northside High School, 2008 -- 2011
# - Technology Student Association, Northside High School, 2008 -- 2011
# - Maring Band, Northside High School, 2007 -- 2011
# - Robotics Team, Virginia Western Community College, 2009 -- 2010
# - Guitar Club, Northside High School, 2009 -- 2010
# - Forensics Team, Northside High School, 2008 -- 2010
# - Spanish Club, Northside High School, 2008 -- 2010
# - Engineering Club, Burton Center for Arts and Technology, 2007 -- 2008
# - Soccer Team, Northside High School, 2007 -- 2008