Principal Researcher

Luca Marseglia PhD

Principal Researcher - Head of the Data Mining Group

Clinicomp, Intl.

**** ***** ****** ***** *** Diego, CA 92121, U.S.A.

+1-857-***-**** ***********@*****.***, website: www.lucamarseglia.com Authorized to work in the United States

SOFTWARE DEVELOPED

Deep Learning - Neural Network trained with the Department of the Defense (DoD) and Veterans A air (VA) hospitals data for :

prediction of Cesarean section for hospitalized patients. (in progress)

prediction of Arrhythmia in live Electro Cardiogram(ECG) waveforms. (in progress)

prediction of Septic Shock for hospitalized patients, installed on the VA - Dallas Hospital (2017).

Database of the Electronic Health Records(EHR) of the Department of the Defense (DoD) and Veterans A air (VA) hospital data. (2016)

Java-based web-services for information extraction from astronomical database (2005)

System for handling temporal reference in written text for natural language processing applications (2004)

Lisp interpreter. (2003)

Connect 4 game. (Software developed with search trees using MiniMax and Alpha-Beta pruning algorithms)

(2002)

TECHNICAL STRENGTHS

Machine Learning Deep learning Arti cial Neural Network (Keras, Theano, Tensor

ow), Logistic Regression, Natural Language Processing

Computer Science Expert: R, Java, J2EE, Perl, Lisp, Pascal Pro cient: Python, Android, Web Services (java), Apache-Tomcat, MatLab Prior experience: Hadoop, Spark, MySQL, SQLite

(Quantum) Optics Confocal laser scanning microscopy, Single-photon measurements Nanotechnology Etching: Reactive Ion Etching, Focus Ion beam etching Lithography: Photo-Lithography, Electro beam Lithography Deposition: Metal evaporation, Electro-chemical Plating Other: Acid cleaning procedures, Atomic Force Microscopy Spoken Languages English (

uent), Spanish (

uent), Italian (Native speaker) EXPERIENCE

Clinicomp, Intl. Oct. 2016 - Present

Principal Researcher - Head of the Data Mining Group San Diego, CA - USA

Assembled, developed and Led the Data Mining Group(DMG) an advanced R&D department at Clinicomp, Intl.

Engineered Arti cial Intelligence techniques to structured and unstructured medical Big Data for signi cant im- provements in diagnosis and treatment e cacy and lowering costs

Organized and managed the group interfacing with the systems at the customer sites and reporting directly to the CEO

Massachusetts Institute of Technology Oct. 2013 - Sep. 2016 Postdoctoral Associate Cambridge, MA - USA

Led team in the project of fabrication and experimental characterization of integrated nanophotonic structures coupled to Silicon Vacancy color centers in diamond for single photon source application in Integrated Quantum Computing.

Initiated and coordinated a collaboration between MIT and Sandia Labs to deterministically create single Silicon Vacancy color center in diamond, for Integrated Quantum Computing applications Project: Nano-Structures in diamond for integrated quantum computing

Collaborated with lab teams to develop techniques for high-resolution structures determination of single molecules at room temperature for better understanding biological phenomena and drug discovery application

Responsible and directly involved in the process of building up two di erent confocal microscopes for nano-scale magnetic resonance imaging (MRI) of single molecule. Project: Single molecule MRI via NV centers in diamond Harvard University - Center for Nanoscale System Oct. 2013 - Sep. 2016 Visiting Researcher Cambridge, MA - USA

Collaborated with researchers from Center for Nanoscale System (CNS - Harvard) to fabricate diamond integrated nanophotonic structures coupled to color centers in diamond for integrated quantum computing application

Improved existing techniques for fabrication of nano-structures for quantum photonics Project: Nano-Structures in diamond for integrated quantum computing Institute of Quantum Optics, University of Ulm Sep. 2011 - Sep. 2013 Postdoctoral Fellow Ulm, Germany

Collaborated with di erent world-class teams (Stuttgart, Melbourne) to fabricate microstructures coupled to single Silicon Vacancy color center to create emitters of indistinguishable single photons for Quantum Computing applications.

Project: Diamond based atomic nanotechnologies (DIAMANT) Center for Quantum Photonics at University of Bristol Apr. 2007 - Aug. 2011 Ph.D. Student Bristol, UK

Managed an international collaboration with world-class teams(Bristol, Stuttgart) in order to fabricate the rst integrated microstructure coupled on demand to a single Nitrogen Vacancy color center in diamond for quantum computing and quantum sensing applications.

Project: NanoEngineered Diamond for Quantum Information Technology (NEDQIT) Astronomical observatory of Trieste Apr. 2005 - Apr. 2007 Software Engineer Trieste, Italy

Developed java-based web-services for information extraction from the astronomical database of the Galileo National Telescope for the Italian National Institute of Astrophysics. Project: Development of Astronomical database of Galileo National Telescope data Institute for Scienti c and Technological Research,(IRST -FBK) Sep. 2003 - Dec. 2004 Intern (M.Sc. Student) Trento, Italy

Developed and optimized a system for the handling of temporal reference in written text for natural language processing applications.

Project: Developing Multilingual Web-scale Language Technologies EDUCATION

Center for Quantum Photonics, University of Bristol 2007-2011 Ph.D., Electrical and Electronic Engineering Bristol, UK

Dissertation: Nano-structures coupled to optically active defects in diamond University of Naples - Federico II 1996-2004

M.Sc./B.Sc., Physics Naples, Italy

Dissertation: Development of models and techniques of automatic temporal reasoning for Question Answering - Chronos System, (105/110)

Intern (M.Sc. Student) at Center for Scienti c and Technological Research, Fondazione Bruno Kessler (FBK), Trento Italy.

Specialization in Cybernetics: Arti cial Intelligence, Neural Networks, Game Theory. 2

TEACHING EXPERIENCES

Massachusetts Institute of Technology 2015

Kaufman Teaching Certi cate Program Cambridge, USA

Successfully attended the MIT Teaching and Learning Laboratory course for teaching Institute of Quantum Optics, University of Ulm 2012 Quantum Optics Ulm, Germany

Responsible for teaching and evaluated the Quantum Optics course for Master students in Physics

Tutored and supervised written and oral examinations PUBLISHED WORK PAPERS

13 papers published on referral journals, 2 Book chapters and 8 conference papers are available on request. As of June 2017 Work cited 650 times, h-index of 10 (Google Scholar) AWARDS AND REVIEW

The manuscript Applied Physics Letters, 98 133107, (2011) - (L. Marseglia et al.) awarded as an editor’s suggestion in the Virtual Journal of Nanoscale Science & Technology, 23, 14 (2011)

Second place at Time Expression Recognition and Normalization competition (TERN - 2004) Auto- matic Content Extraction 2004 Evaluation (ACE04) at National Institute for Standards and Technology

(NIST) with Chronos System developed during Intern-(M.Sc.) project (2004). comment: this system won over the one proposed by IBM.

Peer Review for Applied Physics Letter 2015 - Present

Peer Review for Optics Express 2015 - Present

REFERENCES

Chris Haudenschild,

Founder, Chairman of the Board and CEO

Clinicomp, Intl.

9655 Towne Centre Drive, San Diego, CA 92121

Phone 800-***-****, 858-***-****

Prof. Paola Cappellaro ********@***.***

Esther & Harold Edgerton Associate Professor of Nuclear Science and Engineering, Massachusetts Institute of Technology,

Head of the Quantum Engineering Group at Massachusetts Institute of Technology. 32 Vassar Street Cambridge, MA 02139, USA

Prof. Dr. Fedor Jelezko *****.*******@***-***.** Professor of Physics at the University of Ulm,

Head of the Quantum Optics department at the University of Ulm. Albert-Einstein-Allee 11, 89081 Ulm, Germany

Prof. Jeremy O’Brien ******.******@*******.**.** Professor of Physics and Electrical Engineering at the University of Bristol, Royal Academy of Engineering Chair in Emerging Technologies. Director of the Centre for Quantum Photonics at the University of Bristol. H.H. Wills Physics Laboratory, Tyndall Avenue Bristol BS8 1TL, UK 3

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