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Deep Learning Engineer Computer Vision

4 months ago

Pune, India Axiom Pursuits Full time
Our clientis a brandnew Automotive TechnologyStartup backed by a leading INR 500Cr Tier 1 Automotive Supplieraiming to develop driver & rider safety systems especiallyfor the Indian conditions by equipping the riders and drivers withadvanced assistive and affordable obstacleavoidance automotivesystems. Our client tends to utilize technologies such as ComputerVision AI/ML Big Data Sensor Fusion Embedded Systems and IOT todevelop smart assistancesystems.
ThierSuite of Products Include but are not limitedto: FrontCollision Warning System(FCWS) CollisionAvoidance System(CAS) Sleep AlertSystem DriverMonitoring SystemJob ProfileWe are seeking a competentDeep Learning Engineer for our early stage startupinAutomotive technology space to designdevelop and integrate computer vision algorithmsforour rider safety product. Computer Visionalgorithms play a pivotal role in capturinghighend images of surroundings and mappingthem accurately to produce effective alerts fortherider.Experience:04 to 12yearsLocation:PuneAbout yourrole Develop state of the artCNN based computer vision object detectors and classifiers todetect road objects in real timeDesign anddevelop data ingestion annotation and model training pipelines tohandle Tera/Peta bytes of video data andimagesBuild model visualizations performhyper parameter tuning and take data driven decisions to improvemodel performanceOptimize models forinference times and run on low power embedded IoT ARMCPUsBuild CI/CD tests for evaluatinghundreds of models on the testsetDesired Candidate ProfileBS or MS in Computer ScienceEngineering from premiere educationalinstitutesExperience in building DeepLearning based object detectors for Computer VisionApplicationsVery good understanding of mostpopular CNN architectures like AlexNet Google Lenet MobileNetDarknet YOLO SSD ResnetHands on experiencein libraries and frameworks like Caffe Tensorflow Keras PyTorchOpenCV ARM Compute Library OpenCLGoodunderstanding of Transfer Learning and training models with limiteddataStrong programming skills in Modern C14or above Python with good grasp on data structures andalgorithmsGood understanding of working withsmall embedded computers hardwareperipheralsBasic knowledge of DockerContainers and Linux flavoured operatingsystemsWays to stand out fromcrowd Prior productdevelopment experience of working with an early stagestartupProduction grade experience ofdeploying scalable ML models forAndroid/IOSNotable Open Source contributionsor coding Hackathon titlesLove for RaspberryPi and ARM CPUsKeen interest in AutonomousDriving

c++14,pytorch,yolo,resnet,cnn,tensorflow,darknet,caffe,python,mobilenet,alexnet,linux,ssd,opencv,opencl,android/ios,ci/cd,keras,hardwareperipherals,data structures,deep learning,raspberry pi,visionapplications,autonomous driving,data ingestion,modeltraining,google lenet,arm cpus,transfer learning,dockercontainers,optimize models,hyper parameter tuning,computer visionalgorithms,small embedded computers,arm compute library,build modelvisualizations,handle tera/peta bytes,detect road objects,computervision object detectors