Mantra Softech - Lead AI Scientist - Deep Learning

Job Overview

As a Lead Scientist, you will spearhead the development and optimization of cutting-edge image processing algorithms and machine learning models with a focus on real-time performance.

Your role will involve 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 Responsibilities : Processing Development :

• Design and implement real-time image processing algorithms.
• Work on tasks like object detection, tracking, and image segmentation.
• Develop image enhancement techniques and integrate them into Optimization and Machine Learning Development :
• 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 Development :
• Develop scalable, high-performance C++ code for large systems.
• Implement advanced C++ features like template metaprogramming and compile-time and Parallel Computing :
• Develop multithreaded solutions using modern CPUs.
• Utilize parallel computing features like std : : thread and std : : Analysis and Optimization :
• Conduct performance analysis and apply optimization techniques to improve system efficiency.
• Collaborate with hardware teams for platform-specific Structures and Algorithms (DSA) :
• Utilize advanced data structures like B-trees, hash tables, and tries.
• Implement algorithms for tasks like sorting, searching, and graph and Code Quality :
• Document algorithms and code comprehensively.
• Maintain high code quality through reviews and static code analysis :
• 8+ Years of experience with a Degree in Computer Science or a related field 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.

Why Join Us

(ref : hirist.tech)

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Skills Required

parallel computing, Data Structures, Multithreading, Deep Learning, Tensorflow, Algorithms, Pytorch, Python