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Computer Vision Architect/ Lead

Computer Vision Architect/ Lead

Infosys Limited
Fresher
Not Disclosed
Early Applicant
  • Posted a day ago
  • Be among the first 10 applicants

Job Description

Job Description:

  • We are seeking a highly skilled Computer Vision Engineer with hands on experience in developing and deploying deep learning models for real time image and video analytics
  • The ideal candidate will have a strong background in computer vision deep learning frameworks and edge deployment technologies
  • Computer Vision Specialists with hands on experience in
  • Python PyTorch TensorFlow
  • CV ML DL model development
  • Object detection recognition Action recognition
  • NVIDIA technologies
  • MLOps Edge deployment

Key Responsibilities:

  • Design train and optimize deep learning models for computer vision tasks such as object detection image recognition segmentation and video analytics
  • Lead large scale real time implementations involving 100 video streams
  • Fine tune models like CNNs and Vision Transformers using frameworks such as TensorFlow PyTorch and ONNX
  • Build and deploy inference pipelines using NVIDIA technologies including NGC models TAO Toolkit DeepStream Metropolis and Triton Server
  • Apply pre and post processing techniques to enhance model performance and evaluation
  • Develop and implement multi object tracking algorithms across multiple camera feeds
  • Perform camera calibration and extract regions of interest ROI action recognition using temporal analysis techniques
  • Develop models for feature extraction and come up with strategies for latent space analysis and manipulation of the data
  • Proficiency in writing complex SQL queries familiarity with NoSQL or Graph Databases Neo4j is an advantage
  • Knowledge of infrastructure as code tools e
  • g
  • Terraform Ansible is an advantage
  • Proficiency with containerization technologies Docker and orchestration tools Kubernetes is an advantage

Preferred Skills:

Technology->AI-AI Hyperscalers->Azure Agentic AI Services->Computer Vision with Azure,Technology->AI-Data science->Computer Vision->Object detection and Recognition,Technology->AI-Generative AI->Image Video processing,Technology->OpenSystem->Python - OpenSystem->Python

More Info

Job Type:
Industry:
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Key Skills

Edge deployment

TAO Toolkit

CNNs

Action Recognition

NVIDIA technologies

ONNX

Image Video processing

DeepStream

NGC models

Vision Transformers

Metropolis

Generative AI

Triton Server

About Company

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Bengaluru, India
Skills:
Computer Vision, MLops, AI-AI Hyperscalers, mlflow, Computer Vision with Azure, AI-AI Engineering, AI/ML Solution Architecture and Design, Technology, AI-Data science, Azure Agentic AI Services