AI - Computer vision

4 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 etc
  • Programming 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 Learning
  • Experience 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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