AI - Computer vision

2 weeks ago


Mumbai, India Zigsaw Full time
Strong development skills requiredin Python and C.Ability to architect asolution based on given requirements and convert the businessrequirements into a technical computer vision problemstatement.Ability to work in a fastpacedenvironment and coordinate across different parts of differentprojects.Bringing in the technical expertisearound the implementation of best coding standards and practicesacross the team.Work on Various SOTA ComputerVision Models Dataset Augmentation & Dataset GenerationTechniques that help improve model accuracy &precision.Work on development &improvement of End to End Pipeline use cases running atscale.Proficient with Training of DetectionClassification & Segmentation Models with TensorflowPyTorch MXNet etcProgramming skills withmultithreaded GPU CUDA computing and APISolutions.Extensive experience of working onedge devices like Jetson Nano Raspberry Pi and other GPU poweredlow computational devices.Experience withusing Docker Nvidia Docker Nvidia NGC containers for ComputerVisionDeep LearningExperience with ScalableCloud Deployment Architecture for Video Analytics(InvolvingKubernetes andor Kafka)Good experience withany of one cloud technologies like AWS Azure and GoogleCloud.Experience in working with ModelOptimisation for Nvidia Hardware (TensorRT Conversion of bothTensorflow & Pytorch models.Proficientunderstanding of code versioning tools such asGit.Proficient in Data Structures &Algorithms.Well versed in software designparadigms and good developmentpractices.Experience with Scalable CloudDeployment Architecture for Video Analytics(Involving KubernetesandorKafka).

python,computervision,kafka,kubernetes,docker,architecture,artificialintelligence,machine learning
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