Curriculum VitæPersonal information

Name surname Giovanni Marelli

Address Warschauerstrasse 85, 10243, Berlin, Germany

Telephone +39 329 5458108 / +49 178 3858219

Email/website marelli@inventati.org, dauvi.org/portfolio calendly

Short description

Fields Hands-on experience in building data products, data monetization and customer projectswith focus in statistical analysis, prediction/forecasting, algorithm design, machine learning,data/text mining.

Skills Specialist in optimization problems, productization of machine learning, personas seg-mentation and conversion uplift. Over ten years of coding experience in data process-ing/visualization, cloud/grid computing, web architecture, warehousing, ETL, front/backend interfaces.

Personal Developer by nature on economical self sustainable projects, curious about innovation, newbusiness models and collaborative working. Passionate about music and hand crafting,good knowledge of international languages and long coaching experience.Work experience

09/19-../.. AI lead/mobility [circ/bird, Berlin]

Developing a full stack (micro service based) solution for �eld operation. The serviceassigns the most convenient task to the compatible agent on the �eld (optimizing singleoperator's path and network e�ciency). Path creation is based on pro�tability and suggeststhe optimal number of agents.

10/17-09/19 ML expert/mobility [motionlogic/Deutsche Telekom, Berlin]

Interpreting mobile data of over 30M users and their mean of transportation, product ownerfor origin destination matrices, responsible for customer deliveries [car tra�c, advertising,real estate pricing, commuter patterns, . . . ], mentor for machine learning and insighthighlights.

01/16-10/17 Sr Data scientist/target adv [Mediamond/Mondadori-Mediaset, Milan]

Data driven advertising via audience segmentation on a large cross device media network.Responsible for target quality and performance, inventory forecast, modeling, data visual-ization, and business intelligence. tech consultant for user pro�ling built from web logs,CRM data, second party enrichment, semantic engines, and SEO keywording.

10/14-01/16 Data scientist/target e-commerce [e-dynamics/Lufthansa, Frankfurt]

Data driven segmentation of price and ancillary teasers on lufthansa.com. Campaign de-sign, tracking, revenue calculation, reporting and tool concept development. Owner ofover 30 A/B tests and 6 digits revenue uplift.

10/13-10/14 Data consultant for ERP/CRM and BI [dauvi/Brescia-Garda]

Advising SMEs to organize and collect data in their companies, installing cloud basedERP/CRM systems (Padova/Brescia/Milano). Setting a geo based rural portal to connectprofessionals.

02/13-06/13 Data analyst [Njombe, Tanzania]

Control on production �ow in a milk factory [python, MySQL], livelihoods of a rural popu-lation pre-electri�cation [R, SPSS, qgis], database for patient data handling [php, MySQL].

06/09-01/13 Research assistant [uni-Göttingen, Germany]

Developing a parallel high performance c++ suite for Monte Carlo and Molecular Dynamicssimulations, openGL 3D visualization, ETL, data visualization and reporting for biologicaloriented questions. Publications: In�uenza Fusion, String Method, Pore Formation.

04/07-07/08 Programmer intern [uni-Padova]

Tool for analyzing and visualizing the statistical properties of random telegraph signals[c++, Qt3]. C++ implementation of the fortran simulation code for the solid state de-partment.

Page 1 / 2 - Curriculum vitæ ofGiovanni Marelli

I authorize the handling of my personal data according to the Legislative Decree no. 196/2003 June 2003.Last update: May 13, 2020.

Education

PhD in physics @computational biophysics, uni-Göttingen (06/09-01/13)

Study of protein-induced pore stability via pro�led parallel computing on multiprocessorclusters (Monte Carlo and PDE) [c, c++, MPI, subversion].

Visualization of statistical properties of data and study on membrane morphology trans-formations [c++, Qt4, openGL, CGAL].

Master in physics @computational biophysics, uni-Padova(01/07-03/09)

Nanoparticle stability in lipid membranes via molecular dynamics simulations [c++,openGL].

Bachelor in physics @solid state, uni-Padova(10/02-12/06)

Monte Carlo simulations of ion-defects' di�usion after distribution calculation of sputteringof silicon ions on a silicon lattice [c++, openGL].

Soft skills/workshops Tuning of parallel programs (@UniHB).

07-08/12 Management consulting & project management (@UniGÖ).

10/13 ERP setting up and programming: odoo.com (Padova).

Q1/14 Entrepreneurship: market, strategy and business plan (@ander35).

04/14 HackItaly: 48h app dev (@hfarm, Roncade).

Q1/17 Aws training courses (@xpeppers, Milano).

Q2/20 Entrepreneurship program (@Entrepreneur �rst, Berlin).

Professional skills

Languages

Professional Native: Italian. Fluent: English, German, Spanish

Colloquial Intermediate: French, Portuguese. Beginner: Swahili.

Programing (github)

src/ python, c++, c, java, openFrameworks (embedded) arduino (client) cordova

lib/ (graphics) d3, openGL, Qt, GTK+ (comp) gsl, numpy, CGAL, keras, sklearn

db/ (relational) SQL, postgresql, cassandra (NoSQL) mongodb, neo4j (fs) hdfs, s3

dev/ (test) pytest, jupyter (cluster) docker, kubarnetes(schedule) air�ow

opt/ (aws) ecs, emr, lambda (services) �ask, celery, redis (hadoop) spark, ambari

www/ (client) html5, css3, js (server) php, apache, nodejs

rep/ (BI) tableau, tibco (ERP/CRM) odoo

bin/ (viz) mayavi, povray (CAD/3D) rhino, blender (GIS) qgis, openLayers

calc/ (math) matlab, octave, maple, root (stats) R, SPSS (grid) msub, qstat, openMPFurther information

Awards for the project viudi.it 03/13 - on

Fund for supporting cultural and creative ideas (Regione Lombardia, 2014).

Ideas' competition Valsabbia e Garda (Comunità Montana ValSabbia, 2014).

Maker of merit (Maker faire Rome, 2016).

Volunteer Work

10/04 Visiting the institute João XXIII (Ponta Grossa, Paraná, Brazil).

2003-2008 Italian classes for foreigners @Razzismo stop (Padova, Italy).

2011-2012 Service @Mittagstisch Sankt Michael (Göttingen, Germany).

Hobbies

Waterpolo, rugby, violin, composing.

Attachments

Diplomas, certi�cates, presentation letters.

Page 2 / 2 - Curriculum vitæ ofGiovanni Marelli

I authorize the handling of my personal data according to the Legislative Decree no. 196/2003 June 2003.Last update: May 13, 2020.