Via customer development me and CEO came up with the idea to help business travelers plan and book their journey
within seconds via chat combining personal service and AI to create hand-picked travel options. I led technology and
co-led product e fforts: set up SCRUM development as product owner, launched MVP in under 5 weeks, formulated
about 50+ user stories to implement, gained B2C/B2B users Germany-wide, project pitched to investors and advisors,
established partnerships for travel APIs, coded over 3,000 lines of Python and iteratively tested business model.
Lead team of 2 to prototype real-time system to assess pilots well-being, in a real-world use case. Data analytics,
Bayesian Arti cial Intelligence and sensor fusion exploited for classi cation of information from noisy, ambiguous and
uncertain video, audio and physiological data.
Patent pending: M. Diana, L. Stoica, "Individual pilot and fleet flexible schedule management based on performance
data", 2017.
Agile project leader on attitude estimation product line research. Consulting internal development programs and
customer audits. Achieved, in team of 3: 7% cost reduction in components and revised design practices, prototyping
times reduction by 70%, solved product pain points applying state estimation, signal processing and modelling.
Brought to market cloud-based mobile solution to make real-time swimming technique evaluation accessible to
everyone. Developed MVP with Italian world-class athletes and waterproof industry companies. Server-side based on
signal processing and state estimation algorithms. Client-side co-developed with UX/UI developers.
Developed imaging algorithm for mass customisation of 3D printed glasses tailored to individual facial features.
Full high integrity software lifecycle for attitude estimation product for military, civil, fixed/rotary wing applications.
Reduced requirements veri fication e fforts by 25% via image processing automation. Software testing, static/dynamic
code analysis, SIL/HIL testing on embedded MISRA C 2004. System requirements analysis and verifi cation.
Nov 2012 - May 2013
Research Scholar at Georgia Institute of Technology, Atlanta, GA, US
"Deformable-Medium Aordances for Interacting with Multi-Robot Systems". Published 2013, IEEE/RSJ IROS
Nov 2010 - May 2013
M.S. in Robotics and Control Systems at Universita di Pisa, PI, IT
Oct 2006 - Mar 2010
B.S. in Industrial Engineering at Universita degli Studi di Trieste, TS, IT
Certicates:
Experienced in the project lifecycle management and development of algorithms from data analytics and machine learning to sensor fusion for industry and on the web: recommendation systems, pilot/driver/operator's performance estimation, aircraft attitude estimation.
Co-founded 2 startups which taught me business model analysis, marketing, customer development, competitive analysis, hiring/firing.
Transportation, Aerospace, General industry, Fitness Tech, General Consumer, Travel
Via customer development me and CEO came up with the idea to help business travelers plan and book their journey
within seconds via chat combining personal service and AI to create hand-picked travel options. I led technology and
co-led product e fforts: set up SCRUM development as product owner, launched MVP in under 5 weeks, formulated
about 50+ user stories to implement, gained B2C/B2B users Germany-wide, project pitched to investors and advisors,
established partnerships for travel APIs, coded over 3,000 lines of Python and iteratively tested business model.
Lead team of 2 to prototype real-time system to assess pilots well-being, in a real-world use case. Data analytics,
Bayesian Arti cial Intelligence and sensor fusion exploited for classi cation of information from noisy, ambiguous and
uncertain video, audio and physiological data.
Patent pending: M. Diana, L. Stoica, "Individual pilot and fleet flexible schedule management based on performance
data", 2017.
Agile project leader on attitude estimation product line research. Consulting internal development programs and
customer audits. Achieved, in team of 3: 7% cost reduction in components and revised design practices, prototyping
times reduction by 70%, solved product pain points applying state estimation, signal processing and modelling.
Brought to market cloud-based mobile solution to make real-time swimming technique evaluation accessible to
everyone. Developed MVP with Italian world-class athletes and waterproof industry companies. Server-side based on
signal processing and state estimation algorithms. Client-side co-developed with UX/UI developers.
Developed imaging algorithm for mass customisation of 3D printed glasses tailored to individual facial features.
Full high integrity software lifecycle for attitude estimation product for military, civil, fixed/rotary wing applications.
Reduced requirements veri fication e fforts by 25% via image processing automation. Software testing, static/dynamic
code analysis, SIL/HIL testing on embedded MISRA C 2004. System requirements analysis and verifi cation.
Nov 2012 - May 2013
Research Scholar at Georgia Institute of Technology, Atlanta, GA, US
"Deformable-Medium Aordances for Interacting with Multi-Robot Systems". Published 2013, IEEE/RSJ IROS
Nov 2010 - May 2013
M.S. in Robotics and Control Systems at Universita di Pisa, PI, IT
Oct 2006 - Mar 2010
B.S. in Industrial Engineering at Universita degli Studi di Trieste, TS, IT
Certicates:
Experienced in the project lifecycle management and development of algorithms from data analytics and machine learning to sensor fusion for industry and on the web: recommendation systems, pilot/driver/operator's performance estimation, aircraft attitude estimation.
Co-founded 2 startups which taught me business model analysis, marketing, customer development, competitive analysis, hiring/firing.
Transportation, Aerospace, General industry, Fitness Tech, General Consumer, Travel
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