Vincent Mugendi
Software Engineer at Irdeto
Amsterdam, North Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolVincent Mugendi is a software engineer based in Amsterdam with nine years of hands-on experience building ML-driven products, image processing pipelines, and cloud-native infrastructure. He’s comfortable across Python, Go and exploratory Rust, and regularly ships services with FastAPI, PyTorch and OpenCV backed by PostgreSQL and deployed via Docker/Kubernetes on GCP, AWS or DigitalOcean. At Irdeto he transitioned from SDET to software engineer, demonstrating a practical focus on reliability, testing and production readiness. His Udacity specializations in Deep Learning, Computer Vision and NLP complement a background in ICT, enabling him to tackle “impossibly challenging” problems that span research and deployment. Outside work he presents as a curious polymath—“jack of some trades”—who blends system-level thinking with creative exploration.
9 years of coding experience
2 years of employment as a software developer
Deep Learning, Deep Learning at UdacityBachelor's degree, Information and Communications Technology, Bachelor's degree, Information and Communications Technology at Jaramogi Oginga Odinga University of Science and Technology
English, Swahili
Github Skills (106)
python10
classifier10
datasets10
deep-learning10
gpu10
gpu-acceleration10
acceleration10
flashlight10
cancer-detection10
numpy10
neural-network10
computer-vision10
tensor10
tensorflow10
autograd10
Programming languages (12)
Github contributions (5)
mrdvince/anga
Aug 2019 - May 2021
Using a pre-trained efficientnet (for experimental purposes) to classifier plant diseases given an image. Plant village challenge dataset.
Contributions:46 commits, 9 PRs, 17 pushes in 1 year 9 months
pytorchplantclassifierefficientnetdeep-learning
mrdvince/breast_cancer_detection
Apr 2019 - May 2021
Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images.
Contributions:20 commits, 5 PRs, 13 pushes in 2 years 1 month
composedcancer-detectionclassifierbreast-cancer-detectionbreast-cancer
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