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Build a machine learning pipeline for radiology studies on Google cloud using CloudML

€12-18 EUR / hour

Zavřený
Zveřejněno skoro před 5 roky

€12-18 EUR / hour

Hello We are looking for an Senior Machine Learning developer with 5 + years of expeirnce. Description: Objective: Build a scalable machine learning pipeline to train machine learning models on radiology images on Google Cloud Summary: I need to run some experiments and would like someone to build the machine learning pipeline to train a 3D CNN model. The pipeline would use CT images stored on GCS (as individual dicom files), labels, do preprocessing/conversion (likely to png), and then train a 3D CNN CloudML model using the different examples. A good example is this codelab published by Google cloud: [login to view URL] Their proposed pipeline is GCS -> Dataflow -> CloudML but I'm open to other suggestions. Deliverable: A functioning, scalable pipeline to train a 3D CNN model from whole stack CT images.
IČ projektu: 19641130

O projektu

18 nabídky
Vzdálený projekt
Aktivní před 5 roky

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18 freelanceři nabízejí v průměru €20 EUR/hodinu za tuto práci
Avatar uživatele
Hello, how are you? I'm a senior machine learning developer and I have rich experience in this field. I'm familiar with Google Cloud image processing apis, infrastructure like Appengine, Computer Engine, BigQuery etc. Can you send me sample DICOM files for training? I can give you perfect result as you want with high satisfaction. Let us discuss in detail via chat. Best regards, Peng.
€18 EUR v 40 dnech
4,9 (31 recenze)
7,4
7,4
Avatar uživatele
Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem
€18 EUR v 20 dnech
4,9 (46 recenze)
5,8
5,8
Avatar uživatele
Hi Why not to hire a team of Data Evangelists at the cost of one? I am co-founder of Data Science firm called DataToBiz- an AI consulting services firm helping businesses to solve their problems using custom made AI & Machine Learning solutions. Data scientists by passion & profession, the team boasts of its capabilities rather humbly: 1. Data Mining  2. Data Analytics 3. Data Science: ML, AI, Deep Learning, Neural Networking, Natural Language Processing (NLP), BIG data analytics & much more 4. Data Visualization/Visual Analytics We handle data of all sorts and understanding the language your data speaks. We have already worked with medical imaging to detect pre-cancerous tissues. That experience will add value for this project. Let me know if you see any synergy to collaborate for mutual business benefits.  Awaiting your mail. P.S. Don’t forget to google search DataToBiz to know more about us
€30 EUR v 40 dnech
5,0 (2 recenze)
2,2
2,2
Avatar uživatele
Hello my name is Maria, I would like to work in this project, I’m an engineer with plenty of experience working with Google Cloud Platform, Machine Learning (ML), Python, Tensorflow , I have made many Machine Learning (ML) projects, so I am sure I can do a good work for you. Good communication with my clients it is a top priority for me. If you have any doubt or want to see more of my work I’ll be here. Contact me for more info.
€16 EUR v 40 dnech
0,0 (0 recenze)
0,0
0,0
Avatar uživatele
I've 7+ years of experience in Web Development/Web design , Mobile App Development(IOS/android), Graphic design, Logo Design Business Cards & Stationery, Flyers & Brochures, Packaging Design, Web & Mobile Design, Social Media Design, Banner Ads, Photoshop Editing, Blogs, article writing, SEO, Social media marketing, Google Ads, Online Advertising, Google Adsense, Affiliate Marketing, Email Marketing, Mobile Marketing, Leadgeneration, online reputation management Skills - HTML, CSS, JavaScript , bootstrap, Angular js , PHP, CI , Laravel , Shopify, Angular (All version, JS), Express js, backbone js, Node js, React native, Mongo DB, React js, node js, Python, Python scripting, Data scraping, Selenium testing, MySQL, PostgreSQL, SQLite, AWS(EC2, S3), Digital ocean droplet, heroku, Gunicorn, Nginx, Apache, Django, DRF(Django Template, rest API, rest framework, unit test cases), Machine learning, Artificial intelligence, image processing, open cv, Deep learning, Sentimental analysis, Data science Magento , Andorid , Java, wordpress, Website Builders & CMS, Web Programming, Ecommerce, Desktop applications, Support & IT, Chatbots, Data Analysis & Reports, Convert Files, Databases, User Testing, QA. I am very much intrested in your job please invite me for further discussin and we will go ahead. Thank you..
€16 EUR v 40 dnech
0,0 (0 recenze)
0,0
0,0
Avatar uživatele
Hey, Google Cloud Expert here, • Expertise in information and integration architecture and technologies Migration of infrastructure, data and applications out of legacy data centers into cloud and hybrid environments (public and private). • Proven ability to analyze systems and identify problems, evaluate, design solutions, and document • Familiarity with kubernetes and concept of clusters and nodes. • Installation of Google Cloud SDK and resolving challenges to communication behind the proxy. • Deep knowledge of clustering and partitioning in BigQuery to increase efficiency. • Created tensorflow model using LinearRegressor and DNNRegressor. • Experience working on a large scale deployments and performance tuning • Engineering process experience with the Agile Software Development principles • Experience working in Agile team and be able to size Agile stories • Experienced with Cloud Functions to establish CI/CD pipeline. • Created Python script for load data to Google Cloud Storage from Google VM. • Responsible of creating shell scripts to automate BigQuery load, cluster creation and spun up of pods. • Drive technical innovation and efficiency in infrastructure operations via automation design. Thanks Sneh Pandya
€40 EUR v 10 dnech
0,0 (0 recenze)
3,5
3,5
Avatar uživatele
I solve problems in everything from computer vision to deep reinforcement learning applied to algorithmic trading. Currently writing a paper on predicting the outcome of sporting events using artificial neural networks. Strong background in linear algebra, probability, set theory, and other mathematics. Utilizing Lie groups in the context of theoretical physics in my free time(gauge theory). Mainly work in python and tensorflow. My knowledge of ML algorithms spans from classic methods(linear combination of features, random forests, SVMs), to cutting-edge techniques(capsule networks, ANNs learning to knowledge graphs for probabilistic reasoning, pointer networks). Because of this, I can reason about the optimality of a particular architecture when applied to a problem domain. While I consider myself primarily focused on reinforcement learning and top-down AGI, I have implemented multiple recommendation systems successfully, developed novel computer vision and NLP solutions, as well as tabular problems. Additionally, many solutions involved “big data” solutions via Spark, Hadoop, and others. Further, I am developing state-of-the-art frameworks and architectures in the pursuit of Strong/General AI. Progress has led me to advancements such as combining deep reinforcement learning algorithms with a version of OpenCog’s Bayesian Meta-Optimizing Semantic Evolutionary Search and atomspace to craft the beginnings of generalized learning framework and formalize it mathematically.
€33 EUR v 40 dnech
0,0 (0 recenze)
0,0
0,0
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Hi I have been doing deep learning and python development since 2017. I have experienced several state of the art models like inception, vgg, resnet and densenet. Lets discuss
€20 EUR v 40 dnech
0,0 (0 recenze)
0,0
0,0
Avatar uživatele
Dear Sir/Madam, We are a team of developers who are much intrested in doing this project. we have done similar type of project for pneumonia detection, abnormal heart beat detection. now we are doing a project in detecting Cancer from MRI Scan. i am available in skype . please free to reach me. as i wish to have a talk with you. skype : mebin_10
€20 EUR v 40 dnech
0,0 (0 recenze)
0,0
0,0
Avatar uživatele
apart from several years of ML experience I have also worked on a radiology data set for pneumonia and can definitely help you in your endeavor. please connect with me if you want to learn more about the pneumonia work.
€17 EUR v 40 dnech
0,0 (0 recenze)
0,0
0,0
Avatar uživatele
I represent a team of talented and experienced machine learning engineers, data scientists and computer vision specialists. All of them have solid skills to work with variety of projects. We can help you with your project.
€15 EUR v 20 dnech
0,0 (0 recenze)
0,0
0,0

O klientovi

Pochází z LATVIA
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Členem od kvě 17, 2019

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