Distributed machine learning platform on linux

Everlytics is an Enterprise AI company headquartered in Singapore with an offshore development team in Bangalore, India. We as a team have an exhaustive technical skill set and have delivered a number of projects successfully in the areas which includes Machine Learning, Big Data Analytics, NLP, Computer Vision, Deep Learning and Business Intelligence to name just a few. We have delivered ML model with Big Data back end infrastructure which ranges from several TB to PB of data implemented using multiple distribution python projects using Pyspark or Dispy or sometimes even with our own distribution algorithm. Distribution is possible, but before we can parallelize your code, we will need to understand what framework and libraries you have already implemented and see if distribution makes sense. Good day!

Dear Sir, I am an electrical engineer with 19 years experience in this area , listed among top talented freelancers here. I have been working on distributed systems since 2003 and know how to efficiently co-ordinate between systems. I am going through your requirements and will have some question. Please send me a private chat message.

1) Are you using Tensorflow ? If yes, using tfrecords ? 2) Have you taken care for device placement & tower loss for data/model parallesim I can help only if you are using pytorch,tensorflow & caffe. Do You Have dataset ready with sentences for training word embeddings ? I have OpenCV, Deep Learning & Embedded multimedia experience of 6+ years having wide range of skill set in development of Machine Learning & embedded software applications. Here is my experience in detail: 1) I have successfully show-cased Vehicle Classification Demo (YOLO)on FPGA in Vision Alliance 2018 2) Successfully developed Identity Matching from ID-card/ selfie & Resume parsing for Recruiting Firm. 3) Developed Convolution neural network Compiler in python for Embedded platform 4) Developed Fruit Counting Model based on YOLO architecture with Convolution Neural Network 5) Experience of working with linux device drivers, linux stack & Various FPGAs 6) Extensive experience in tensorflow ,caffe & scikit-learn (2 years) 7) Developed Caffe2 to ONNX converter to TF converter. 8) Have successfully done Gujarat OCR with 71% accuracy. 9) Total number of experience : 6 (Out of which 3 years in Deep learning ) 10) Skills : Python , C, C++ , Deep Learning, CNN, LSTM/GRU,Random Forest,AdaBoost ,GPU, CODECs I Also provide Pre-processing on data Data analysis using different plotting libraries in python Feature extraction and engineering Model selection using different ML algorithms Regards VK

Hi sir, I am expert in Distributed machine learning platforms. I made many tools in which I used distributed platforms for executing tasks. Let me know if I can help you.

Hello, We are IT-Engineers with higher education, having more than 15 years of experience, developing sophisticated Web and Mobile solutions from scratch. Our indicative time/cost estimation for your project relies on the provided description. We would be glad to provide you with our final offer once we have discussed the project with you in detail. Based on our experience, the indicated budget is insufficient for the creation of a high-quality product based on your requirements. Depending on your current business phase, we would: - Either help you with the creation of a prototype which is aimed to attract further investment. In this case, depending on the exact set of features selected / omitted for the prototyping phase - your indicated budget could become sufficient. - Or start with the engineering and product design process if the investment has already been secured. The result of this process will be the functional description of the product, which will allow creating a solid development and budget plan. Together we will consider all the possible Use-Cases and offer you implementation options to choose from. These solutions will also consider the possibility of technologically reliable further development of your project without re-factoring and assessing also all other related business risks. We would be glad to answer your questions and provide required assistance. Best Regards, Andrei Costenco Team Lead, Business Analyst, Senior Engineer Dev Experts Team

Hi,dear. I've just checked all requirements of your project 'Distributed machine learning platform on linux'. I'm a senior software developer and I'm able to fulfill your project requirements ,you may be interested in me. Please come in contact so that we can discuss more for further details... Skills: C Programming, Linux, Machine Learning, Python, System Admin

Hey, I am interested in this project, as I have worked on multi thread applications across GPU's, stringing an ensemble of models after training, for heavy load datasets, across NVidia GTX 1050 ti's and Ubuntu platform. Multi threading is easier with Ubuntu, Thus, I can help you on this project, as it requires similar expertise. I would like to know more about the split of the dataset and Deep Neural Network you are using to achieve the task (LSTM, GRU, bidirectional, etc.) A little bit more about myself, if required: I was a Research Assistant at Robotics Research Centre at International Institute of Information Technology, Hyderabad, for a term of 3 years, (May 2012 - April 2015) and have been a independent researcher/freelancer ever since. Prior to that, I worked in Soliton Technologies - Texas Instruments team, as an Electronic Software engineer / Labview programmer. During my term as a Research Assistant, I had the opportunity to attend courses in : 1. Image Processing, 2. Computer Vision, 3. Machine Learning and Optimization 4. Natural Language PRocessing (NLP) I hope to strike a professional relationship with you and proceed to experience the zest and enthusiasm in working on the project to completion. Thanks, LN

...can you provide more details. how far are you into this project? you just have it communicate over sockets or get one of those machines with 200 usbs and connect 200 gpus on one machine. call me for more details