Autonomous drone with on-board AI for nature-/wildlife conservation
Developed an innovative drone with thermal camera and on-board TinyAI with real time object detection and location
Use cases: pest detection, poaching prevention, damage detection PV modules et. al.
Feb 2021 - Feb 2021
1 month
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Malaria Cell Detection
Developed a DL model for prediction if a cell image is malaria parasitized or uninfected
Trained a Convolutional Neural Network (CNN) with an achieved recall of 95%
Dec 2020 - Dec 2020
1 month
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Leukemia Survival Prediction
Developed a deep learning project for survival status prediction of bone marrow transplant patients and investigated which features affect the output the most
Trained and deployed an AutoML prediction model in MS Azure Machine Learning with a true-negative accuracy of 90%
Sep 2018 - Present
6 years 7 months
Ingolstadt, Germany
IoT & AI Developer
KESSEL AG
Developed TinyAI (running inference model on the hardware) and Deep Learning algorithms for sensor analysis and robust measurement to increase reliability, performance and to stand out from the competition
Developed different SW & HW IoT prototypes for LoRaWAN communication for the next generation of intelligent-connected products
Jul 2015 - Aug 2018
3 years 2 months
Augsburg, Germany
Test & Software Developer
KUKA Roboter GmbH
Developed automated tests and software in a real time domain with C++ to deliver well tested and high-quality software
Set up, maintained and extended the Team SW/HW-test infrastructure for automated test coverage and its integration into the KUKA-SW release process
Summary
I'm a passionate AI developer with a special interest in Deep Learning and Computer Vision. I like to solve real-world problems with cutting-edge technologies and I believe the key is the empowerment of the users.
Languages
German
Native
English
Advanced
Swahili
Advanced
Education
Oct 2021 - Jun 2021
Udacity
Computer Vision Nanodegree
Oct 2020 - Jun 2020
Udacity
Machine Learning Engineer with Microsoft Azure
Oct 2020 - Jun 2020
Udacity
Intel Edge AI for IoT Developers Nanodegree
Certifications & licenses
Flying Cars and Autonomous Flight Engineer Nanodegree
Udacity
Computer Vision Nanodegree
Udacity
Machine Learning Engineer w Microsoft Azure Nanodegree
Udacity
Intel Edge AI for IoT Developer Nanodegree
Udacity
Machine Learning Engineer Nanodegree
Udacity
Deep Learning Nanodegree
Udacity
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