Senior Software Engineer
1 month ago
:1. Explore and analyze unstructured data like images through image processing2. Automating pipelines with external apps within Unity.3. Develop and adapt advanced computer vision and state-of-the-art deep learning techniques for object detection/ classification/ quantification4. Research and evaluate various hand tracking solutions and technologies5. Design and implement custom hand tracking solutions for wearable devices using a combination of software and hardware6. Continuously monitor and optimize hand tracking performance to meet project requirements and deadlines, including analysing and troubleshooting technical issues and implementing performance improvements7. Collaborate with other teams to integrate hand tracking capabilities into AR/VR applications and experiences8. Work towards ideating, implementing, and optimizing deep learning models for various computer vision applications including but not limited to - 3d object detection, 6dof object pose estimation, object tracking etc.Desired Profile / Criteria / Skills :
Education & experience:1. BS in Computer Science, or equivalent industry experience in software engineering, computer vision, machine learning or a related field. Masters/PhD preferred.2. Experience working with public cloud services such as AWS, GCP etc.3. Experience in designing and developing highly available, scalable and fault tolerant distributed systems from scratch till production.4. Willingness to learn new technologies, whatever lets you deliver the best product.5. Knowledge of real-time image processing and computer vision algorithms is a plus.6. Experience with hand tracking SDKs like Leap Motion, OpenNI, etc. is a plus.3 Questions& answers to filter candidates :Have you worked on mobile hand tracking / image processing solutions before ? Then What ?Have you trained Neutral Networks on small datasets ?Have you worked with Stable Diffusion ?Target companies to poach from: Google, Gravity sketch, Meta, Metabrix, Tesseract, Attentive AI, Nvidia, Happiest Minds, Persistent systems, Gmetri, Yellow.ai, Spacemaker, ( Any company creating a strong AI/Ml presence )
Key Skills :
Image ProcessingMediapipeUnityC++PythonPytorch/tensorflowAwsDocker.Symbol/character Recognition
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