Mantra Softech - Lead AI Scientist - Deep Learning

Job Overview

• 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

• Be at the forefront of AI innovation for edge devices and TinyML deployment.
• Collaborate with a talented team to create cutting-edge AI solutions for embedded systems.
• Opportunities for professional growth, including AI research publications and scalable AI solutions for real-world Accolades :
• ELCINA India : Awarded the ELCINA Award for Excellence in Electronics Innovation in 2019.
• CII Design Award : Our Biometric POS Terminal received recognition at the CII Design Excellence Awards.
• InterCon Dubai : Recognized as one of the Top 50 Innovators in 2019 for innovation in biometric technology.
• Electronics Maker Award : Named the best company in 2020 under the "Make in India" initiative.
• Department of Science & Technology : Recognized as a Government of India-certified Research & Development Centre.
• UIDAI/Aadhaar Certified : Platinum category certified Attendance System Provider with biometric design certified by the FBI (USA) for quality.