Senior AI Architect

2 weeks ago

Bengaluru, Karnataka, India Mantra Softech Full time

Overview
Mantra Softech is a leading company in the field of artificial intelligence and machine learning. We are currently seeking an experienced Senior AI Architect to lead our team in developing cutting-edge AI solutions for edge devices.

Job Summary:
The successful candidate will have extensive experience in designing and implementing real-time image processing algorithms, model optimization, and machine learning development using C++ and frameworks like TensorFlow or PyTorch. They will also be responsible for driving innovation in model compression, deploying AI solutions on edge devices, and collaborating closely with hardware teams to seamlessly integrate AI/ML models into real-time embedded systems.

Key Responsibilities:
• Design and implement real-time image processing algorithms using C++
• Work on tasks like object detection, tracking, and image segmentation
• Develop image enhancement techniques and integrate them into products
• Optimize models using techniques such as quantization, weight pruning, and knowledge distillation
• Implement deep learning models with frameworks like TensorFlow or PyTorch
• Utilize TinyML frameworks (TensorFlow Lite, uTensor, etc.) for efficient AI models on edge devices
• Prototype and iterate on ML architectures tailored for constrained environments
• Publish research findings and contribute to AI community growth through publications or patents
• Develop scalable, high-performance C++ code for large systems
• Implement advanced C++ features like template metaprogramming and compile-time optimizations
• Develop multithreaded solutions using modern CPUs
• Utilize parallel computing features like std::thread and std::async
• Conduct performance analysis and apply optimization techniques to improve system efficiency
• Collaborate with hardware teams for platform-specific optimizations
• Utilize advanced data structures like B-trees, hash tables, and tries
• Implement algorithms for tasks like sorting, searching, and graph processing
• Document algorithms and code comprehensively
• Maintain high code quality through reviews and static code analysis tools

Requirements:
• 8+ Years of experience with a Degree in Computer Science or a related field (PhD/Master's/Bachelor's)
• Extensive experience in C++ development with advanced features
• Strong background in image processing, computer vision, and machine learning
• Proficient in multithreading, parallel computing, and performance optimization
• Expertise in data structures and algorithms
• Familiarity with GPU programming
• Experience with frameworks like TensorFlow, PyTorch, ONNX, and TFLite
• Python experience is a plus

Salary: $150,000 - $180,000 per annum

Why Join Us:
As a Senior AI Architect at Mantra Softech, you will be working with a talented team to create cutting-edge AI solutions for embedded systems. You will have opportunities for professional growth, including AI research publications and scalable AI solutions for real-world applications.

About Us:
Mantra Softech is a leading company in the field of artificial intelligence and machine learning. We have received several awards for our innovations, including the ELCINA Award for Excellence in Electronics Innovation in 2019 and the CII Design Award for our Biometric POS Terminal. We are recognized as one of the Top 50 Innovators in 2019 for innovation in biometric technology and named the best company under the "Make in India" initiative in 2020. We are a Government of India-certified Research & Development Centre and a Platinum category certified Attendance System Provider with biometric design certified by the FBI (USA) for quality.

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