Dr. Giovanni Marelli

Consulting early stage start-ups to architect and deliver data infrastructure: storage, interfaces, middlewares, scheduler, messaging, security, redundancy, analytics, BI. Train and implement language models with focus on email outreach.

Leading the technical implementation of anti AI solutions for big European clients (telco, banking, media) and managing remote teams assigned to the project: DE, DA, DS, AI, DB admin. Responsible in customer projects: pre-sales, feasibility study, metric design, data reliability, data analytics, performance monitoring, billing, nancial reports.

Developing a full stack (micro service based) solution for fleet dispatch. The engine defines the most protable task assignments for the capable agents on the field. Demand forecast and customer patterns. Forecast on telemetry data.

Interpreting mobile data of 30M users and their mean of transportation, product owner for product development of origin-destination matrices, responsible for customer deliveries (mobility, advertising, real estate, commuter patterns). Mentor for machine learning, insight highlights and data monetization.

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 proling built from web logs, CRM data, second party enrichment, semantic engines, and SEO keywording. Representing my company for the big data project of the corporation.

Data driven segmentation of price and ancillary teasers on a major airline booking website. Test design, revenue measurement, reporting and tool concept development.

Advising entrepreneurs to organize and collect data in their companies, install ERP systems and moving computation to the cloud. Setting a geo based rural portal to connect professionals. Development of ad-hoc user interfaces with php, sql, javascript, android, html5, and css3.

Tutoring, consulting on simulation methods, and theses supervision.

Focused on simulation methods, algorithmic, modelling and develoment of softwares for data analysis/mining, energy minimization, reporting, 3d visualization, and efficient parallel computing.

Development of minimalistic model for lipid membrane and related efficient parallel molecular dynamics software.

Calculation of silicon ion distribution in a lattice, development of a memory efficient Monte Carlo object oriented code.