SampleSumo combines software development, intelligent (audio) data processing (DSP + Machine Learning / Artificial Intelligence) and hands-on experience with music creation tools to build solutions for end-users (musicians, producers, gamers, ...) and media industry companies.Internal role and activities: building smart audio and music processing technology (SDKs), R&D, product development, customer support, business planning, strategy, business development, client prospecting, contract… Show more SampleSumo combines software development, intelligent (audio) data processing (DSP + Machine Learning / Artificial Intelligence) and hands-on experience with music creation tools to build solutions for end-users (musicians, producers, gamers, ...) and media industry companies.Internal role and activities: building smart audio and music processing technology (SDKs), R&D, product development, customer support, business planning, strategy, business development, client prospecting, contract negotiations, fundraising, project management, operations, ...Services for other companies: R&D, software engineering, machine learning, product development, project management, R&D team/project lead. Feel free to contact me if you believe I could be of service to your company. Show less

R&D services related to environmental sound recognition in urban settings.Data gathering (incl. setting up a data collection protocol and guiding annotators), data encryption, data cleaning and pre-processing, training/evaluating new audio classification models for custom sound classes, integrating the audio processing and classification in a hybrid edge / cloud IOT setup. Main technologies used: ML / AI, Python, C++, Raspberry Pi, PyTorch, MQTT, GitLab, Linux, ...This was a 4/5… Show more R&D services related to environmental sound recognition in urban settings.Data gathering (incl. setting up a data collection protocol and guiding annotators), data encryption, data cleaning and pre-processing, training/evaluating new audio classification models for custom sound classes, integrating the audio processing and classification in a hybrid edge / cloud IOT setup. Main technologies used: ML / AI, Python, C++, Raspberry Pi, PyTorch, MQTT, GitLab, Linux, ...This was a 4/5 position I held as an independent contractor (via SampleSumo). Show less

Worked on the Panthera product, a hybrid (desktop / cloud) software package for storing, reconstructing and visualizing 3D and 4D X-ray scan data acquired with TESCAN XRE’s micro-CT hardware systems (scanners).Responsible for building up the structure, architecture and main foundational components of the product (both back-end and front-end), assisting the general manager and product team in defining the required functionalities, effectively implementing the various features together… Show more Worked on the Panthera product, a hybrid (desktop / cloud) software package for storing, reconstructing and visualizing 3D and 4D X-ray scan data acquired with TESCAN XRE’s micro-CT hardware systems (scanners).Responsible for building up the structure, architecture and main foundational components of the product (both back-end and front-end), assisting the general manager and product team in defining the required functionalities, effectively implementing the various features together with a small team of developers, reviewing code, and managing test/production releases. Main technologies used: C#, TypeScript, React, AWS (S3, EC2, Cognito, SES, …), CefSharp, C++, git, JIRA, websockets, Less / CSS, …This was a 4/5 position I held as an independent contractor (via SampleSumo). Show less

Managed mixed hardware/software/electronics R&D projects for this innovative company in the maritime industry: planning, coordinating and executing R&D projects with internal R&D technical team, external manufacturers and partners; meeting with / reporting progress to clients; general problem solving.This was a 4/5 position I held as an independent contractor (via SampleSumo).

real-time digital signal processing, machine learning, sound recognition, automatic beatbox / drum sound classification, C++, Matlab, VST plugin development, project management

C++, digital signal processing, machine learning, data set collection, audio classification, research + Matlab toolbox for computational music analysis (open-sourced), music technology, interactive multimedia, music information retrieval, Java, organization of 1st "audio drum detection" challenge at MIREX / ISMIR 2005Published articles: https://scholar.google.com/citations?user=XOww6xoAAAAJ

participation in design and development of successful commercial product Enfocus PitStop 4.0 (and Enfocus Profiler), software development in C++ for the “graphic arts” industry (pre-press / PDF related) on Mac / Windows

signal processing, expert systems, software development, industry project with Picanol