CV
My full academic curriculum vitae is below. Get my brief resume at: [PDF]
Education
- Ph.D., Experimental Particle Physics, The University of Alabama, Tuscaloosa, AL, May 2019
- Dissertation defense: November 7, 2018
- Dissertation: “Search for Signatures of Large Extra Dimensions in High-Mass Diphoton Events from Proton-Proton Collisions at $\sqrt{s} = 13$ TeV with CMS”
- Dissertation available on CDS under report numbers CERN-THESIS-2018-263 and CMS-TS-2018-035
- Advisor: Prof. Conor Henderson
- M.S., Physics, The University of Alabama, Tuscaloosa, AL, May 2016
- Master’s defense: November 30, 2015
- B.S., Mathematics, Michigan Technological University, Houghton, MI, April 2011
Employment
- Summer 2018, Graduate Research Assistant, University of Alabama, Tuscaloosa, AL
- Spring 2018, Graduate Teaching Assistant, University of Alabama, Tuscaloosa, AL
- Summer 2014 - Fall 2017, Graduate Research Assistant, University of Alabama, Tuscaloosa, AL
- Spring 2016 - Summer 2017, Graduate Research Assistant, European Center for Nuclear Research (CERN), Geneva, Switzerland
- Fall 2012 - Spring 2014, Graduate Teaching Assistant, University of Alabama, Tuscaloosa, AL
Professional Experience
Data Science Fellow, Insight Data Science, San Francisco, CA, Sept 2019 - Present
Consulted with a company to design a real-time anomaly detection algorithm for their water flow monitoring system
Engineered and modeled 3 months of daily sensor data (10K events/day) from multiple environments using isolation forests to identify rare flow behavior on the production system
Created and deployed dynamic visualizations of anomalous time series data into client’s online workflow for their customers
Research Experience
Graduate Student Researcher, University of Alabama, Tuscaloosa, AL, Aug 2012 - May 2019
Analyzed PBs of detector data from high energy particle collisions at the CERN Large Hadron Collider, searching for new physics as a member of a 4000+ person collaboration
Managed long-term (3 year) statistical data analysis team of 10 researchers, leading the new result to publication, and member of 4 other data analysis teams
Wrote dedicated analysis packages for reducing data to GBs on remote computing clusters distributed across a worldwide high-performance computing grid
Improved particle identification by up to 50% in analysis region over standard procedure
Reduced fake signals to detector threshold by tuning custom tagging algorithms in data samples produced from Monte Carlo simulation
- Conference talk: http://meetings.aps.org/Meeting/APR18/Session/C09.5
- Publication: https://journals.aps.org/prd/abstract/10.1103/PhysRevD.98.092001
- Analysis code: https://github.com/cms-exotica-diphotons/diphoton-analysis
During this time, I was a CERN lab user, member of the CMS Collaboration, and a user of the Fermi National Accelerator Laboratory (Fermilab) LHC Physics Center’s computing cluster.
I have contributed to the CMS diphoton searches organized using the CMS analysis codes EXO-17-017, EXO-16-027, EXO-16-018, EXO-15-004, and EXO-12-045, serving as the Contact Person for EXO-17-017. The results of these searches are found under my list of publications.
I was employed as a Graduate Research Assistant from Summer 2014 - Fall 2017 and during Summer 2018, but actively involved with dissertation research since Summer 2013.
Graduate Research Assistant, European Center for Nuclear Research (CERN), Geneva, Switzerland, Jan 2016 - Aug 2017
Coordinated daily detector operation for 50 member team, responsible for promptly addressing problems with flexibility as a regular 24/7 on-call expert
Performed a data analysis to synchronize over 3500 new detector readout channels for production use in 2016 and 2017
Analysis code is maintained at https://github.com/HCALPFG. Template code I wrote to help new members of the group at https://github.com/HCALPFG/HcalTupleAnalyzerExample.
Teaching Experience
Graduate Teaching Assistant, Department of Physics and Astronomy, University of Alabama, Tuscaloosa, AL, Fall 2012 - Spring 2014, Spring 2018
Started a new research-based journal club for 20 graduate students, postdocs, and professors in the physics department, organizing and leading biweekly sessions
Instructed multiple 2 hour long physics labs of 50 students each, conducting weekly experiments using statistical data analysis techniques
- Lab instructor, PH 105 General Physics with Calculus I, 3 sections, Spring 2018
- Course assistant, PH 105 General Physics with Calculus I (studio format), 1 section, Spring 2014
- Lab instructor, PH 106 General Physics with Calculus II, 1 section, Fall 2013
- Lab instructor, PH 101 General Physics I, 2 sections, Fall 2013
- Lab instructor, PH 102 General Physics II, 1 section, Summer 2013
- Lab instructor, PH 101 General Physics I, 1 section, Summer 2013
- Lab instructor, PH 105 General Physics with Calculus I, 2 sections, Spring 2013
- Lab instructor, PH 105 General Physics with Calculus I, 2 sections, Fall 2012
- Teaching Assistant, Department of Mathematical Sciences, Michigan Technological University, Houghton, MI, Fall 2009 - Spring 2011
- Grader, MA 4515 Introduction to Partial Differential Equations, Spring 2011
- Grader, MA 3530 Introduction to Differential Equations, Fall 2010
- Grader, MA 3160 Multivariable Calculus with Technology, Spring 2010
- Grader, MA 4525 Applied Vector and Tensor Mathematics, Fall 2009
- Coach, Math Learning Center, Department of Mathematical Sciences, Michigan Technological University, Houghton, MI, Fall 2008 - Spring 2011
- Coach and tutor for precalculus; calculus 1, 2, and 3; differential equations; linear algebra; and statistics. We accepted walk-ins or individual, one-on-one appointments.
Selected Publications
Public articles I have made significant contributions towards are listed below. I am a coauthor on all of the CMS Collaboration’s publications since fulfilling their authorship requirements on October 13, 2016, currently over 280 publications. For the full list, please see: http://inspirehep.net/author/profile/A.Buccilli.1.
CMS Collaboration, “Search for physics beyond the standard model in high-mass diphoton events from proton-proton collisions at $\sqrt{s} = 13$ TeV”, Phys. Rev. D 98 (2018), no. 9, 092001, doi:10.1103/PhysRevD.98.092001, arXiv:1809.00327
CMS Collaboration, “Search for physics beyond the standard model in the high-mass diphoton spectrum at 13 TeV”, Technical Report CMS-PAS-EXO-17-017, CERN, Geneva, 2018, http://cms-results.web.cern.ch/cms-results/public-results/preliminary-results/EXO-17-017/index.html (published in PRD)
CMS Collaboration, “Search for resonant production of high mass photon pairs using 12.9 fb$^{-1}$ of proton-proton collisions at $\sqrt{s} = 13$ TeV and combined interpretation of searches at 8 and 13 TeV”, Technical Report CMS-PAS-EXO-16-027, CERN, Geneva, 2016, http://cms-results.web.cern.ch/cms-results/public-results/preliminary-results/EXO-16-027/index.html
CMS Collaboration, “Search for Resonant Production of High-Mass Photon Pairs in Proton-Proton Collisions at $\sqrt{s} = 8$ and 13 TeV”, Phys. Rev. Lett. 117 (2016), no. 5, 051802, doi:10.1103/PhysRevLett.117.051802, arXiv:1606.04093
CMS Collaboration, “Search for new physics in high mass diphoton events in 3.3 fb$^{-1}$ of proton-proton collisions at $\sqrt{s} = 13$ TeV and combined interpretation of searches at 8 TeV and 13 TeV”, Technical Report CMS-PAS-EXO-16-018, CERN, Geneva, 2016, http://cms-results.web.cern.ch/cms-results/public-results/preliminary-results/EXO-16-018/index.html (published in PRL)
CMS Collaboration, “Search for new physics in high mass diphoton events in proton-proton collisions at $\sqrt{s} = 13$ TeV “, Technical Report CMS-PAS-EXO-15-004, CERN, Geneva, 2015, http://cms-results.web.cern.ch/cms-results/public-results/preliminary-results/EXO-15-004/index.html
CMS Collaboration, “Search for High-Mass Diphoton Resonances in pp Collisions at $\sqrt{s} = 8$ TeV with the CMS Detector”, Technical Report CMS-PAS-EXO-12-045, CERN, Geneva, 2015, http://cms-results.web.cern.ch/cms-results/public-results/preliminary-results/EXO-12-045/index.html
Selected Presentations
Dissertation defense, “Search for Signatures of Large Extra Dimensions in High-Mass Diphoton Events from Proton-Proton Collisions at $\sqrt{s} = 13$ TeV with CMS”, University of Alabama, Tuscaloosa, AL, November 2018, https://physics.ua.edu
Seminar, “Search for large extra dimensions using high-mass diphoton events collected with CMS in 2016”, Experimental Particle Physics Journal Club, University of Alabama, Tuscaloosa, AL, April 2018, https://physics.ua.edu/experimental-particle-and-astroparticle-physics-journal-club
Parallel talk, “Search for signatures of large extra dimensions in high-mass diphoton events using proton-proton collisions at $\sqrt{s} = 13$ TeV with CMS”, APS April Meeting 2018, Columbus, OH, 14-17 April 2018, http://meetings.aps.org/Meeting/APR18/Session/C09.5
Research presentation, “EXO-17-017 pre-approval: Search for a non-resonant excess in the high-mass diphoton channel at 13 TeV”, EXO General Meeting, CERN, Geneva, Switzerland, November 2017, https://indico.cern.ch/event/678807 (restricted access)
Competitive talk, “Searching for extra dimensions with a $5 billion microscope”, Three Minute Thesis, University of Alabama, Tuscaloosa, AL, November 2017, https://graduate.ua.edu/current-students/3mt (Department winner and college semi-finalist.)
Collaboration talk, “HF and HEP17 Phase Settings in 2017”, CMS Week, CERN, Geneva, Switzerland, June 2017, https://indico.cern.ch/event/645440 (restricted access)
Seminar, “Searching for Large Extra Dimensions with CMS”, HEP Seminar, University of Alabama, Tuscaloosa, AL, November 2014, https://physics.ua.edu
Seminar, “Search for signatures of extra dimensions in the diphoton mass spectrum at CMS”, HEP Seminar, University of Alabama, Tuscaloosa, AL, December 2013, https://physics.ua.edu
Workshops and Summer Schools
Selected participant, 2016 CTEQ-MCnet School on QCD, Electroweak Phenomenology, and Monte Carlo Generators, DESY, Hamburg, Germany, 6-16 July 2016, https://indico.desy.de/indico/event/13506
Selected participant, Workshop on Holography: Near and Far from Equilibrium, University of Alabama, Tuscaloosa, AL, 24-30 October 2015, https://physics.ua.edu/recent-events/international-research-workshop-summer-school
Selected participant, CMS Data Analysis School, LPC, Fermilab, Batavia, IL, 12-16 January 2015, https://indico.cern.ch/event/346968/overview (Awarded best presentation as selected by a panel of judges among 8 teams of about 10 international postgraduates working on a week-long data analysis project.)
Skills
Computing: Python, C++, SQL, bash, git, LaTeX, HTML, Unix, Jupyter, MATLAB, Mathematica, Excel VBA
Libraries: NumPy, pandas, SciPy, scikit-learn, Keras, TensorFlow, matplotlib, seaborn, plotly STL, CERN ROOT, RooStats
Statistical: Machine learning, deep learning, computer vision, regression, classification, clustering, neural networks, regularization, dimensional reduction, feature engineering
General: Collaborative and independent research, data analysis, programming, effective technical and non-technical communication, writing publications, public presentations, project management, leadership, teaching, mentoring, graduate-level physics and mathematics
Language: English (native), Chinese (beginner: ~HSK3), French (basic)
Research Service and Leadership Roles
- Analysis Contact, CMS Exotica (EXO) Physics Analysis Group (PAG)
- EXO-17-017
- Member, CMS EXO PAG
- EXO-16-027
- EXO-16-018
- EXO-15-004
- EXO-12-045
- Member, CMS Hadron Calorimeter (HCAL) Operations group
- HCAL Prompt Feedback Group (PFG)
- HCAL Detector-On-Call (DOC)
Outreach and Service
Coordinator/founder, Experimental Particle Physics Journal Club, Department of Physics and Astronomy, University of Alabama, Tuscaloosa, AL, Fall 2017 - Spring 2018, https://physics.ua.edu/experimental-particle-and-astroparticle-physics-journal-club
Panelist/representative, Graduate Recruiting Expo 2018, College of Arts and Sciences, University of Alabama, Tuscaloosa, AL, Spring 2018, https://grex.ua.edu
Physics event assistant, Alabama Science Olympiad, University of Alabama, Tuscaloosa, AL, Spring 2013, Spring 2014, Spring 2015, https://scienceolympiad.as.ua.edu
Coach, Houghton High School math team, Houghton, MI, Fall 2010 - Spring 2011, http://hpts.us
Miscellaneous
Organizations: American Physical Society, Sigma Pi Sigma ($\Sigma\Pi\Sigma$) physics honor society
Awards: Top Student in my undergraduate Linear Algebra and Partial Differential Equations courses, selected among approximately 50 and 30 students, respectively.