Train Quantized Neural Networks with Brevitas

Hey! I've worked on a number of projects similar to this one. I have a lot of experience and knowledge in this field. My knowledge of business also gives me an advantage in this situation. Looking forward for the opportunity. Thanks

Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!

I am excited to submit my proposal for your project involving training a quantized neural network using Brevitas. With my strong background in deep learning and experience in optimizing neural networks, I am confident in my ability to deliver a high-performing model tailored to your specific needs. During my role as an AI R&D Engineer, I successfully quantized transformer-based models, such as the GLiNER model for Named Entity Recognition, improving their deployment efficiency. My expertise extends to handling large and complex datasets, including experience with structured formats like HDF5, which ensures seamless integration with your data. I am skilled at adapting to new applications and challenges, bringing flexibility and precision to model training processes. I look forward to discussing your project further and contributing to its success. Regards,

Hello Dear , I have noticed your posted project "Train Quantized Neural Networks with Brevitas" and am very keen to work on this. Well, I am proficient Data Scientist and Machine Learning Expert. I have expertise in Data Visualization, NLP, Deep learning, Artificial intelligence, machine learning, Data structures, and algorithms. I am expert in training and testing machine and deep learning models. Some important projects that are done by me related to mentioned expertise are;; • iOS Face Morphing app • Age, Gender Recognition, Emotion Detection, Pose Estimation • Captcha Recognition, Card Recognition, MRZ Recognition • Vehicle Classification, Vehicle Speed Detection • Tesseract OCR, OMR - Tensorflow, Darknet, Caffe I have extensive experience in the domains of: • Machine learning/Data Mining • Neural Network/ Natural Language Processing • Deep Learning and Computer Vision • Image Recognition & Artificial Intelligence • Omnet++ and Sumo simulation • AI text analysis model and Reinforcement Learning • Python/ Matlab • Asterisks PBX • NS3 simulation • Linux I aim to provide the best quality work to my clients so I can build a strong working relationship with them. I ensure you that you will like my writing skills and hope you can contact me for further discussion on the project. Thanks Regards Muhammad Asad Iqbal

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews

Dear Anouar, I am excited to submit my proposal for your project involving training a quantized neural network using Brevitas. With my expertise in Brevitas and quantized neural networks, proficiency in handling HDF5 datasets, and knowledge in deep learning and neural network training, I am well-equipped to tackle this task effectively. I understand the importance of flexibility and adaptability, especially when the specific application for the neural network has not been disclosed. My experience in working with complex data and training high-performing models will be instrumental in achieving the project's success. Before proceeding, could you please provide more details about the nature of the datasets and the desired outcome of the neural network training? This information will help me tailor the approach to meet your expectations effectively. Looking forward to the opportunity to collaborate on this project. Regards, Rajat

Dear client. My major is mathematics. Especially, i like statistics and Linear Algebra. So i have a lot of experience and knowledge AI and ML. I am a Senior Developer with 7+ years of experience in Data analysis, image processing speech recognition and reinforcement learning I am ready to discussing with you and help soon Looking forward to hearing from you. Thanks. Regards.

Welcome I am writing to express my interest in the neural network training position utilizing Brevitas. With extensive experience in PyTorch and quantized neural networks, I have successfully implemented multiple deep learning projects involving HDF5 data processing and model optimization. My background includes designing and training efficient quantized models while maintaining high accuracy. I am particularly skilled at adapting neural architectures to specific requirements and optimizing performance through precise quantization strategies. I look forward to discussing how my expertise in Brevitas, PyTorch, and deep learning can contribute to your specific application needs. Best regards, Mostafa

Hello, My name is Mark, and I am a passionate AI engineer specializing in deep learning and neural networks, making me an ideal candidate for your project. Over the last four years, I've worked extensively with machine learning algorithms, deploying enterprise level models for various domains like NLP and computer vision. My proficiency in handling big data technologies such as PyTorch and Spark equips me to work efficiently with your HDF5 datasets while training your quantized neural network using Brevitas Let's connect now to begin leveraging the power of quantized neural networks for optimal performance!