09 Sep
|
Mindsprint
|
Tamil Nadu
09 Sep
Mindsprint
Tamil Nadu
Job Description
About the Role
nWe are seeking an experienced Computer Vision Developer to design, build, and deploy production grade CV models that run reliably at the edge. You will own the full lifecycle — from model development through optimization, deployment on embedded and IoT hardware, and ongoing MLOps
n— delivering real-time vision systems that operate in resource-constrained, real-world environments.
n
nJob Location: Chennai/Bangalore (Hybrid)
n
nKey Responsibilities
n• Develop, train, and optimize production-grade computer vision models — object detection,
ninstance segmentation, classification, and tracking.
n• Deploy and optimize models on embedded AI platforms and edge devices for low-latency, real
ntime inference.
n• Build and integrate end-to-end CV pipelines into IoT systems and edge-to-cloud architectures.
n• Apply model optimization techniques — quantization, pruning, distillation, and hardware
nacceleration — to meet edge constraints.
n• Establish and maintain robust MLOps practices: CI/CD for ML, model versioning, monitoring, drift
ndetection, and automated retraining pipelines.
n• Benchmark and profile model performance (latency, throughput, memory, power) across target
nhardware.
n• Collaborate with hardware, firmware, and product teams to ship reliable, scalable edge AI
nsolutions.
n• Maintain high standards of code quality, documentation, and reproducibility across the model
nlifecycle.
n
nRequired Skills & Experience
n• 6 – 8 years of hands-on experience in computer vision and deep learning.
n• Solid proficiency in Python and CV / DL frameworks (PyTorch, TensorFlow, OpenCV).
n• Proven track record building and deploying production-grade CV models.
n• Deep expertise in instance segmentation and real-time CV systems.
n• Hands-on embedded AI / edge deployment experience (e.g., NVIDIA Jetson, TensorRT,
nOpenVINO, Coral, ARM-based platforms).
n• Experience with IoT architectures and edge–cloud integration.
n•
📌 Computer Vision Developer (Tamil Nadu)
🏢 Mindsprint
📍 Tamil Nadu