I am looking for a skilled professional to set up an Odoo community on a virtual server, and customize it to meet the following requirements: -Background info: We are a decorative concrete compan...-Design: I envision a clean and modern UI design for the community. The interface should be user-friendly, intuitive, and visually pleasing. -Customer Portal Integration: The customer portal must be smoothly integrated with the main website. This seamless integration should ensure a unified user experience and efficient data flow. Ideal candidates should have a strong background in Odoo community setup and customization, with prior experience in integrating and designing user-friendly interfaces. Skills in virtual server management and understanding of e-commerce workflows would be adv...
I need help on a Gen AI Chatbot webapp to provide tutoring services to primary school students. Currently the infrastructure in AWS is setup, API integration with Gemini AI is estabilished and working fine. So the current focus with your help starts with the MVP development of the following key features (ETC is around 1-2 weeks), and followed by more features in upcoming releases (if your work suits us). Key Features: The integration with the sample data for Gemini has been implemented. The short term focus is: 1. User profile (simple, like change username, password, logout) 2. Admin portal (allowing our admin to upload sample practice questions and solution instructions via this portal UI; currently we directly load the sample data to database tables, no UI). I'm seeking a ...
i need someone help me show my products as promotion discounts, i setup product feed via ctx feed in wordpress but having trouble - merchant center product feed promotion,
...upcoming events and appointments * Use SendGrid for email notifications * User Management * Integrate with Azure Active Directory for user authentication and authorization * Manage user roles and permissions Cloud Component: Prep Material Service * Prep Material Generation * Generate prep material for calendar events and appointments * Use Azure Cognitive Services for NLP and machine learning * Integration * Integrate with Dynamics CRM, Power BI, and SharePoint * Retrieve relevant data and insights * Prep Material Delivery * Deliver prep material to users * Use Azure Storage or Microsoft SQL Server for storage Cloud Component: Notification Service * Notification Processing * Process notifications for calendar events and appointments * E...
...seeking a seasoned freelancer with solid programming experience in Smartsheet and Deltek Ajera to assist with my projects. Key Responsibilities: - Programming Smartsheet program dashboards: The primary focus will be on developing an efficient and well-structured workflow automation system within Smartsheet. - Deltek Ajera project setup: Your expertise will be crucial in setting up our new projects on Deltek Ajera, ensuring a smooth and successful setup. Ideal Candidate: - Strong experience in programming, preferably with a focus on Smartsheet and Deltek Ajera. - Proficient in creating automation workflows within Smartsheet, and setting up and managing projects in Deltek Ajera. - Excellent communication skills and ability to understand and interpret our requir...
...patient outcomes. In recent years, advancements in AI have paved the way for groundbreaking developments in healthcare. From predictive analytics to robotic surgery, AI technologies are reshaping traditional healthcare practices and driving a paradigm shift towards personalized and efficient patient care. One of the most significant contributions of AI in healthcare is its role in diagnostics. Machine learning algorithms can analyze vast amounts of medical data, including images, genetic information, and patient records, to assist healthcare professionals in accurately diagnosing diseases. For example, AI-powered imaging systems can detect anomalies in medical scans with higher accuracy and speed than human radiologists, leading to earlier detection and treatment of conditions ...
I'm looking for a talented Telegram Bot Developer to work on an existing project. This bot is already fully functional and ...emails so I am in desperate need of another developer taking over this ongoing project I would prefer to pay per task/update as this is what I currently do with the current developer so your bid is to fix these 2 bugs. Ideally the dev would need to install and setup the bot locally on their server to check and fix the bugs before supplying us the updated and fixed code for me to upload to my clients server for them. After successful completion we would like to rehire the developer to help add new and improved features and payment methods and to help us improve the bots features and enhance it further with the expertise Any questions please fe...
I am seeking a Python expert to deploy and debug a web application from my Github repository. Requirements: - Experienced with Python for web development. - Has expertise in deploying Python web applications. - Must be knowledgeable in debugging Python code and fixing potential issues. - Familiarity...deploying Python web applications. - Must be knowledgeable in debugging Python code and fixing potential issues. - Familiarity with Python web frameworks like Django, Flask, or Pyramid (actual framework used will be confirmed during the kick-off meeting). Your role will specifically involve deploying and debugging my Python web application to run locally. Experience with data analysis and machine learning will be beneficial. A background in similar roles/projects will be highly...
...Sharepoint Design to assist me with Data Synchronisation with Xero Practice Manager (XPM): You will need to setup and synchronize SharePoint List with XPM API (2-way) I need you to setup lists and synchronize the following data: - Clients & Contacts - - Staff - - Jobs & Tasks - - Time - - 1 x Document Set for Clients, and 1 x Document Set for Jobs that are sync'd with the Clients and Jobs lists (e.g. New Client = Setup New Document Set) The lists above are linked so I want to columns to link to the appropriate list
We're currently facing seemingly slow storage performance on our Hyper-V host servers and need an expert to take a look at our Hyper-V setup and determine why storage throughput seems to be so slow. Our servers have all SSD storage. We've looked at the situation ourselves and haven't been able to determine where the slowness is coming from. Desired Skills: - Advanced understanding of Hyper-V infrastructure - Strong track record in troubleshooting Hyper-V servers - Proficiency in diagnosing storage performance issues - Knowledge of SSD RAID hardware and card configuration (preferably Dell) Your task will involve: - Examining our current Hyper-V setup - Pinpoint the root cause of storage performance problems - Implementing/recommending effective solutions to bo...
...device to be installed is the UniFi Dream Machine. Cat5 already installed throughout the home. Would like additional unifi access (U6 Wall) points to ensure full coverage. Key Requirements: - Full home network setup: This includes configuring the UniFi Dream Machine and ensuring proper connectivity throughout the premises. - Ensure Bell Fibe full functioning with Dream Wall and IPTV utilizing 10gSFP to obtain maximum speeds. - train homeowners on network and firewall (in person) - provide information on how to add cameras (in person) - terminate Cat5 cables at Dream Wall and install 2 U6 In-Wall devices (termination also required) - local only Ideal Skills/Experience: - Proficiency with Ubiquiti networking equipment, especially the UniFi Dream Machine. - Pr...
I'm in search of a seasoned cryptocurrency trading expert to help me with various trading activities. You need to be very familiar with the following blockchains Solana Base Ethereum You will need to know how to setup and configure my wallets. In addition you need to be able to setup up transactions across blockchains.
I'm seeking a skilled individual with expertise in Proxmox and virtual machine setup. Key tasks to perform entail: - Setting up Windows virtual machines on Proxmox - Capturing comprehensive screenshots throughout the setup process to document and verify completed work. The ideal candidate should master the use of Proxmox for creating virtual machines and have a keen eye for detail to ensure high-quality instructions are created and followed. A good understanding of Windows operating system configurations is a must for this work. Efficiency and accuracy in both setup and documentation are highly valued.
Project Description: We are seeking a dynamic and results-driven Lead Generation Specialist to join our team at trainrr.io. Our platform specializes in connecting clients with top-notch trainers across various domains such as cloud computing, artificial intelligence (AI), machine learning (ML), and cybersecurity. Responsibilities: Identify and engage potential clients in need of professional training services. Generate high-quality leads for direct training requirements in specialized tech domains. Collaborate with our team to ensure a seamless match between clients’ needs and available trainers. Utilize various strategies to source and bring in training opportunities where will conduct the training sessions. Requirements: Proven experience in lead generation and sales, pr...
Description: I need an app (iOS) to automate data entry into a Google Spreadsheet used for my car rental business. Each tab in the spreadsheet represents a...tab in the Google Sheet with the provided data. Requirements: Experience with Python and Google Sheets API. Ability to create a user-friendly interface. Strong understanding of gspread and oauth2client libraries. Good communication skills and responsiveness. Deliverables: A functional app that performs the required operations. Documentation on how to set up and use the app. Support for initial setup and troubleshooting. Budget: [Your Budget] Deadline: [Your Deadline] To Apply: Please provide: Examples of similar projects you've worked on. A brief description of how you plan to approach this project. Your estimated tim...
Project Description: We are seeking a dynamic and results-driven Lead Generation Specialist to join our team at trainrr.io. Our platform specializes in connecting clients with top-notch trainers across various domains such as cloud computing, artificial intelligence (AI), machine learning (ML), and cybersecurity. Responsibilities: Identify and engage potential clients in need of professional training services. Generate high-quality leads for direct training requirements in specialized tech domains. Collaborate with our team to ensure a seamless match between clients’ needs and available trainers. Utilize various strategies to source and bring in training opportunities where will conduct the training sessions. Requirements: Proven experience in lead generation and sales, pr...
...system that will allow the creation and editing of digital job cards. Both employees and managers will need access to the system, with an admin login section for authorization of completed job cards. We would like the system to link with Quickbooks Online seamlessly, either through Zapier or an SQL database connection. This will allow completed job cards to be sent to Quickbooks for automatic invoice creation. Managers can then authorize on Quickbooks before sending. Key Functionalities: - Creation and Editing of Job Cards: The system should enable the easy creation and editing of job cards through a user-friendly web form by both employees and managers. Employees can then select their name from a drop-down combo box if they have worked on the job. Single or multiple employees...
As an entrepreneur diving into the e-commerce industry, I'm looking for an expert who can build me a profitable general Shopify store. The focus will be on drop shipping, and your role will play a significant aspect in determining the success of this venture. Your key responsibilities will include: - Comprehensive store setup: Your job is to build a fully functional, user-friendly Shopify store from scratch with a professional, appealing design. - Product sourcing: I need you to research, source, and negotiate suppliers for a wide range of profitable products. Ideally, I want a variety of options spread across various industries such as fashion, electronics, home decor, and more. - Fulfillment process: Ensure seamless order fulfillment that includes a thorough product catalog...
I need a straightforward and efficient inventory management system that can handle IMEIs scanning of mobiles, and the generation of QR codes for mobile accessories. This system should also be capable of recording information using both QR and barcodes. It's crucial that the system: - Features a billing function with automatically generated invoices - Is compatibl...function with automatically generated invoices - Is compatible with Android, iOS, and Windows mobile platforms Ideal applicants should have the skills and experience to streamline these processes, ensuring the system is as simple as possible to use. Expertise in inventory management systems, QR/barcode scanning technology, and cross-platform development are essential. Prior experience with automatic invoice genera...
I'm seeking a skilled developer to create a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well as real-time healt...
For my project, I'm seeking an adept professional to create and use a microgrid environment in Matlab as a means of reducing energy...responsibilities will be: - Creating a microgrid in Matlab. - Implementing a Deep Q-Network reinforcement learning model. What you must consider: - I will provide the data for the load power (P_load) and photovoltaic power (P_pv). - The cost of the generated power (P_gen) and grid power (P_grid) must be taken into account. Ideally, contenders are expected to have a solid background in Matlab, machine learning (ML), and specifically, a deep understanding of reinforcement learning. Furthermore, due to the technicalities involved, knowledge of microgrids and energy optimization can help. Skilled professionals who can work within these paramet...
I'm looking for an architectural designer to help me create plans for a farm shop/family retreat. Essentially a barn with weekend living quarters. This will be a Farm shop/barn. with 2 offices, 1 full bathroom, 1 kitchen, 1 machine room. All inputs are appreciated. We have a pretty good idea of what we want to build, but are open to suggestions with functionality, esthetics, materials, finishes, etc. This building will function as a farm building to store our tractor and other farm equipment in one lean-to and have bathroom/offices on the other lean-to. The center building will be open for family gathering, wood stove, couches (pull out), TV, long dining table to seat as many as 14. etc..... We will be using this building as a family retreat on the weekends. We hav...
I'm seeking a skilled developer who has experience in payment gateway integration, particularly Western Union. The objectives of this project are: - To integrate the Western Union payment gateway into our existing WooCommerce platform as an additional payment option. - It's important to note the main focus of this integration will be for international transactions, hence familiarity with international payment processes and regulations will be an advantage. Ideally, the candidate should have: - Previous working experience with WooCommerce. - Proficiency in integrating Western Union as a payment gateway. - Excellent comprehension of international transaction regulations. - Demonstrated ability to deliver quality work within a stipulated time ...
I'm in need of an experienced developer who can create a highly secure payment gateway with broad transaction methods support and key features. Details: - Integrate the following payment methods: credit cards, debit cards, online banking, UPI, Google Pay, Phone Pe, and other pertinent methods. - Incorporate the following features: One-click payments, payment confirmation emails, fraud detection, and mobile compatibility. Ideal skills and experience: - Have previous experience in similar projects. - Outstanding understanding of payment methods integration. - Solid knowledge in security measures to avoid frauds. - Expertise in mobile compatibility for seamless transactions on mobile devices.
...urgently require assistance in setting up a user-friendly, manual payment gateway dashboard for my e-commerce website. The payment methods must include credit card and debit card transactions. I don't have a preference for the payment processor at this moment and am open to suggestions. Ideal candidates will: - Have an intricate understanding of Payment Gateway Integration - A background in e-commerce website management is an added advantage. - Possess advanced skills in relevant programming languages. - Be able to complete this project ASAP. Your duties will involve: - Establishing a responsive, manual payment dashboard. - Ensuring the integration of credit and debit card payments. - Recommending and integrating a reliable payment proce...
I'm looking for an experienced system administrator who can help with setting up an SSL certificate on my Ubuntu Apache web server. This task will require a good understanding of web server security, Apache, and Ubuntu operating systems. Key tasks will involve: - Validating the pre-existing SSL certificate - Configuring Apache to work w...good understanding of web server security, Apache, and Ubuntu operating systems. Key tasks will involve: - Validating the pre-existing SSL certificate - Configuring Apache to work with SSL - Testing the certificate to ensure it's working perfectly Users should have: - Extensive experience with Linux, specifically Ubuntu - Experience in web server security - Proficiency with Apache server setup - Familiarity with SSL installati...
...Key features include: 1) Course Management: The system should have an efficient course management tool. It should allow for the seamless addition, editing, and removal of courses. 2) Admission System: An online admission form is a crucial element of this project. As such, developing a customer-friendly interface that simplifies the admission process is key. 3) Invoice Generation: The system should support automated invoice generation. Furthermore, it must handle complex calculations and maintain accurate financial records. 4) Accounts Management: The developed system should feature a robust accounts management module. It should offer expense tracking capabilities to efficiently manage expenditures. Ideal freelancers will have extensive experience in PHP development...
...Tableau, Power BI, or similar. • Cloud Platforms: In depth experience with major cloud platforms (AWS, Google Cloud, Azure) and database automation. • Bachelor's degree in Computer Science, Data Science, Geography, or related field. • Familiarity with programming languages such as Python, R, or SQL. • Experience with API integrations and data manipulation techniques. • Strong understanding of machine learning and AI concepts, and the ability to integrate predictive models into software applications • Stay up-to-date with the latest industry trends, technologies, and best practices in data engineering, analytics, and AI Additional Desirable Skills: • Knowledge of data privacy and security best practices. • Attention to detail and a com...
...skilled AI developer to create a system that can assist influencers in filtering out spam and abusive comments on various social media platforms, specifically Facebook, Instagram, Twitter, and YouTube. Key Requirements: - Proficiency with Facebook, Instagram, Twitter, and YouTube APIs is necessary. - Develop the AI with the functionalities of Natural Language Processing, Sentiment Analysis, and Machine Learning to effectively filter out spam and abusive comments. - The AI should automatically delete these flagged comments, moving them to a separate folder for review by the influencer if they choose to do so. Your role would be to ensure the AI is efficient and reliable in filtering out these comments, reducing the manual work required by the influencers. This includes maintain...
As an AI Engineer, I'm looking for a specialist to develop an AI system that is proficient in machine learning and computer vision. In particular, I need the system to excel in image recognition and data analysis. Ideal Skills: - Proficiency in machine learning and computer vision - Extensive experience with image recognition and data analysis - Skilled in Python, TensorFlow, and PyTorch The AI Engineer must also have a solid understanding of the Python programming language, as well as experience working with TensorFlow and PyTorch frameworks. The ideal candidate will be able to demonstrate a strong track record in developing and implementing AI systems that can successfully perform image recognition and data analysis tasks.
...looking for a professional to incorporate a Non-OTP payment gateway into my online store. Even though I am uncertain of a specific Non-OTP gateway, I am open to suggestions for secure, user-friendly, and reliable options. Key job tasks: - Suggest trusted Non-OTP payment gateways. - Integrate the chosen gateway into my online store. - Test purchases to ensure the gateway is functioning properly. Ideal qualifications: - Experience in setting up payment gateways on various online store platforms. - Knowledgeable about Non-OTP payment gateways. - Proven track record of delivering similar projects. Note: I have not specified the platform that my online store is built on, and it's not disclosed whether I have PayPal, Stripe, or Braintree setup. Pl...
...with the option to add a picture and a short description next to it with the two founders. Below you add a section for the Why we are doing it. 6. Then here we will have the budget breakdown where 3 sections will be and the total at the bottom; Licence, Setup and training 7. Then next to it we will have an extra package with first a small text that shows: standard included: basic support with answers and fix within 2 weeks. Normal will go a lot faster +-24 hours. And then below we will have 3 options next to eachother with support plans; Setup-support - included; Basic support ; vip support. With some space to add points and price in there. 8. Then we should have a page; Why should you do it? Here we will need to have a ROI calculator that gives them a view of how much the...
I'm looking for a proficient data scientist or machine learning expert to support me with a predictive analysis project. Key Project Details: - Objective: The primary goal of this project is to conduct a comprehensive predictive analysis. - Data Type: The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven experience in making data-driven business decisions. I'm looking fo...
I require a freelancer who can swiftly design and generate an invoice and a delivery note, with the formats compatible for both Word and PDF. The documents must incorporate three main specifics: 1. My company name and address 2. Customer name and address 3. Item description and quantity Prior experience in utilizing Word and PDF tools to design such documents will be an asset. Timeliness and attention to detail are key in ensuring all required information is correctly captured for both the invoice and delivery note. I'm open to the use of various design formats and templates, as long as they meet the outlined needs. The final delivery is expected as a Word document.
Assist with setting up studio for podcasting. Making sure all equipment works seamlessly. Podcast studio for 2 people
I'm in need of an expert artificial intelligence and machine learning researcher to deliver an in-depth, insightful paper on stock price prediction. Key details include: - Focus Area: The paper should major on the application of Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning in stock price prediction. Your specialty in these areas is of utmost importance. - Time Frame: Particular attention should be concentrated on short-term predictions, within a span of 1 week to 3 months. - Methodology: You'll apply Time-series analysis for the predictions. Your familiarity with this methodology will be a great advantage. I desire a paper characterized by depth, clarity, and originality. Reasons, facts, and data to substantiate points are essential. Bac...
I require a proficient Mailchimp specialist to handle tasks involved with email marketing and data entry. The objectives are as follows: - Email Templates Creation: Help develop corporate-styled email templates aligning with our brand guidelines. - Campaign Management: Oversee the sending of these email campaigns, ensuring they run smoothly and effectively. - Automation Setup: Establish and monitor automation workflows to optimize our marketing process. The end goal is to increase sales through these campaigns. The ideal freelancer should be experienced with Mailchimp, adept at producing professional corporate themes, and possess a deep understanding of email marketing strategies.
I'm in search of an audio engineer to help me finish my podcast studio setup. I need to ensure that it can effectively record multiple microphones simultaneously. Key Tasks: - Assist with setting up the podcast studio for optimal audio recording - Ensure that the setup can record 3 microphones simultaneously - Provide guidance on any additional equipment needed to achieve this It'd be great if you have experience specifically with podcast studios and setting up multi-microphone recording setups. Your expertise might save me from unnecessary expenses and help me achieve professional sound quality. Please note that I haven't set a specific budget for the necessary equipment, so if you have expertise in this area, it would be an added advantage. I'm look...
...printed on the delivery note and on the invoice until the batch number is changed. The employee must also be able to do this during shipping if they no longer have any goods from the old batch number, but only new goods. In this case, the delivery note that has already been printed would have to be printed a second time and the old one would be disposed of. When the order is then considered shipped, an invoice must be created for this order. Once as a PDF file and placed in a folder that is created as a month and year. In the month of January 2024 all invoices go into the folder 01-2024, in the month of April 2024 all invoices go into the folder 04-2024 etc. There is an additional folder in each folder where a copy of all UPS labels is stored. The PDF invoice mu...
I'm looking forward to creating an extensive LoRa mesh network with more than 50 nodes. The primary purpose of this setup is for smart city infrastructure, industrial monitoring, and agricultural monitoring. This network will majorly handle the transmission of sensor data, commands for execution, scheduled on/off, node grouping, node discovery and group command. Ideal skills and expertise include: - Solid understanding and experience with LoRa Mesh networks - Ability to design and implement a network for more than 50 nodes - Experience with integrating sensor data, executing commands, scheduling on/off, node grouping, and disseminating group commands - Familiarity with smart city infrastructure, industrial monitoring, and agricultural monitoring applications. Succinctness, a...
I have a vibrant Shopify store which serves as a platform for selling unique products and services. Despite good traffic, understanding my conversion metrics remains a challenge. To gain more views and better sales analytics, I need someone skilled in: - Ecommerce analytics - Shopify platform - Goal setup and tracking. The goal here is to set up various conversion goals effectively on my store. These include: - Add to Cart events - Begin Checkout - Final purchase/sale conversions - Individual page views
I'm in need of a savvy, detail-oriented individual with a firm understanding of Pipedrive CRM. My main focus is on setting up marketing campaign workflows and optimizing my usage of this platform. Key tasks will involve: - Configuring the Pipedrive CRM system with a focus on workflow settings - Assisting with the setup of targeted marketing campaigns workflows The ideal candidate should possess: - Proficiency in working with CRM configuration - Extensive experience in setting up workflows, specifically for marketing campaigns - A keen understanding of Pipedrive CRM - Excellent problem-solving skills Your main goal is to streamline my marketing processes for more efficient and targeted outreach. If you think you're up for the task, I’d love to hear from you!
Custom payment module for webshop. I need you to build me custom payment gateway.
I am in urgent need of an experienced audio technician well-versed in configuring studio recording systems. a RØDE RØDECaster Duo Key responsibilities will be: I am expanding my basic broadcasting set feom a computer and a DJ mixiner to include the Rodecaster for live face book podcast. Candidates need to have previous experience in managing studio quality sound systems and should be capable in configuring simple equipment for best audio output. Your experience and expertise will be invaluable in achieving the best sound quality from my equipment.
I need an expert in VPN routers to assist me in setting up a router for a VPN switch. To show I am working in USA while I live in another country
I need a skilled professional to quickly set up a Quorum chain on a Linux server. Key Tasks: - Configure the Quorum chain on the server - Ensure it's optimized for handling doctor appointment data This is an urgent project, so I need someone with the flexibility to start immediately. Please have prior experience with setting up Quorum chains and optimizing them for specific data management purposes.
This project focuses on configuring an existing high-performance computer to process and query large datasets using the Llama3 (70b) language model. The objective is to enable efficient data handling and queryi... Set up and optimize the Llama3 (70b) language model on the local system. Process 2,300MB of data to be optimized for use with the Llama3 model. Develop a user interface or command line utility to facilitate local data queries using the Llama3 model. Deliverables: Configuration and optimization of the existing computer system for the Llama3 model. Successful installation and setup of the Llama3 language model. Processed dataset, ready for efficient querying with the Llama3 model. A functional user interface or command-line tool for querying the lo...
...skilled and experienced web developer to assist me in setting up a web hosting website through a reseller system. Key Requirements: - Complete setup of shared hosting, VPS hosting, and dedicated hosting services - Ability to integrate and configure the cPanel/WHM control panel into the hosting platform - Capacity to host between 10 to 50 websites on the platform Ideal Skills and Experience: - Previous experience in web hosting and reseller setups - Proficiency in cPanel/WHM integrations - Understanding of diverse hosting services including shared, VPS, and dedicated hosting. Your primary mission is to ensure a seamless and functional web hosting setup, accommodating an array of hosting types, accommodating 10 to 50 websites. It's crucial to have a well-rounded u...
...PCIE 4.0 x8 / 3.0 x16 bandwidth per GPU - At least 8 CPU threads per GPU - ***A graphics device that will not be passed through for customers, e.g. an old GPU, the integrated graphics of a CPU, or of a motherboard that supports it (e.g. the Asrock Rack ROMED8-2T comes with an onboard graphics controller)*** Ultimately, this will be a marketplace for compute. People will pay less for a virtual machine with a GPU with inadequate bandwidth (e.g. PCIE 3.0 x4) than a GPU with adequate bandwidth (e.g. PCIE 3.0 x16), as they'd be able to run more intensive workloads. The quality of your hardware will determine your earnings. need hosts to have integrated graphics, another older GPU, or a motherboard graphics device. For example, the ROMED8-2T has the AST2500 graphics processor, ...
