Head of Product/Senior Product Manager

12/2016 – 1/2018

Lead team of 2 to prototype real-time system to assess pilots/operators/drivers well-being, in real-world use cases. Data analytics, Bayesian Artificial Intelligence and sensor fusion exploited for classification of information from noisy, ambiguous and uncertain video, audio and physiological data.
Patent pending: M. [...], L. Stoica, "Individual pilot and fleet flexible schedule management based on performance data", 2017.

Architekturvisualisierung, Physiologie, Data Science, Statistiken, Big Data, Business Intelligence (BI), Maschinelles Lernen, Agile Methodologie, Software Architecture, Git, Simulink, Opengl, Python, Projektleitung / Teamleitung, Signalverarbeitung, Sensorik, Prozessvalidierung

3/2014 – 12/2016

Sensor Fusion Research Engineer/Product Owner (Apr 2015 - Dec 2016)

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.

Agile System and Software Engineer (Mar 2014 - Apr 2015)
Full high integrity software lifecycle for attitude estimation product for military, civil, fixed/rotary wing applications. Reduced requirements verification efforts by 25% via image processing automation. Software testing, static/dynamic code analysis, SIL/HIL testing on embedded MISRA C 2004. System requirements analysis and verification.

Data Science, Statistiken, Embedded Systems, Agile Methodologie, Enterprise Architect (EA), C, Git, Simulink, Software engineering / -technik, Systems Engineering, Requirement Analyse, Signalverarbeitung, Product-lifecycle-cost-management (PLCM), Robotics, Sensorik

11/2013 – 9/2015

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. Client-side co-developed with UX/UI developers.

Data Science, Statistiken, Mysql, Agile Methodologie, Apache, Objektorientierte Software-Entwicklung, Backend, Bash Shell, Git, Linux Entwicklung, Simulink, Cloud Computing, PHP, Business Development, Business Plan, Business-To-Consumer, Fitness Training, Robotics, Sensorik

11/2012 – 5/2013

Research Scholar at Georgia Institute of Technology, Atlanta, GA, US
Publication: Deformable-Medium Affordances for Interacting with Multi-Robot Systems". Published 2013, IEEE/RSJ IROS

I developed state-of-the-art Human-Multi-Robot Systems Interface allowing unskilled operators to interact with large scale groups of robots. Architected and implemented the framework made of deformable-medium interface as the “joystick” for controlling the swarm coupled with image recognition (online segmentation) and decentralised control laws for individual robots to achieve distance-based formations (based on graph theory). Mentored students for effective system integration and framework tested on human participants. Established collaboration with the Lab of Computational Computer Vision, Georgia Institute of Technology, to optimise the proposed image processing solution for online identification and recognition. Performed large-scale simulations in MATLAB, experimented on 26 Khepera III robots with a webcam for online joystick image capture and recognition using implicit parametric level-sets, OptiTrack Motion Capture System to sense robot positions and Wi-Fi communication networks based on graph theory.

Forschung & Entwicklung, Mathematik, Statistiken, Projektleitung / Teamleitung (IT), Git, Simulink, Python, Software engineering / -technik, Robotics