Andrey Frolov
Node.js Developer
Chelyabinsk, Chelyabinsk Oblast, Russia
Summary
🤩
RockstarAndrey Frolov is a Node.js developer with nine years of hands-on experience building backend systems and optimizing cloud-native deployments from Chelyabinsk, Russia. He combines practical Node.js development with MLOps-focused work, notably contributing performance and infrastructure improvements to the open-source CompreFace face recognition project. His contributions include Dockerfile optimizations, GPU support, a new face-detection endpoint, and benchmarking of embedding APIs—demonstrating attention to performance and production readiness for ML services. Andrey is comfortable working at the intersection of backend engineering and machine learning infrastructure, configuring core services and improving model preprocessing like FaceNet prewhiten. Colleagues can expect a pragmatic engineer who pushes for measurable efficiency gains and smoother ML deployment workflows.
9 years of coding experience
Github Skills (19)
docker10
python10
mxnet10
dockers10
tensorflow10
face-recognition10
computer-vision10
api-design9
apim9
face-detection9
gpu9
optimisation9
mlops9
api9
optimization9
Programming languages (3)
Github contributions (5)
exadel-inc/CompreFace
Nov 2020 - Mar 2021
Role in this project:
Back-end & MLOps Engineer
Back-end & MLOps EngineerContributions:6 reviews, 34 commits, 52 PRs in 3 months
Contributions summary:Andrey focused on optimizing the Dockerfile for the InsightFace scanner, integrating it with the project's existing face recognition system. They also created a new endpoint for face detection, expanding the API's functionality. Further contributions included adding support for GPU utilization and benchmarking the embedding API, indicating a focus on performance and infrastructure improvements for the machine learning components. The user also worked on configuring the compreface-core, and adding face prewhiten to FaceNet
face-mask-detectionface-verificationinsightfaceface-recognitionrecognition
z268/z268.github.io
Aug 2019 - Dec 2021
Contributions:2 PRs, 2 pushes, 2 branches in 2 years 4 months
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