Usb hub pcb poweredpekerjaan
Privet Viktor, projekt chtoby peredelat pcb lcd, tak kak est izmenenija v mcu i pinah.
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I'm looking for an experienc...with the task of developing AI algorithms specific to predictive analysis, with a focus on trend forecasting. Ideal freelancer should possess: - Proven experience in AI algorithm development - Specific experience in predictive analysis algorithms - Solid background in app development - An understanding of trend forecasting in various domains Your responsibility will include creating an AI-powered app from scratch that can effectively conduct trend forecasting. Testing and troubleshooting will be part of the development process to ensure functionality and user-friendliness. Strong problem-solving skills and attention to detail are essential for this project. The end goal is to create an app that employs machine learning for accurate and efficie...
We are in need of a skilled web app developer to create an AI-powered text classification system. We are looking for a developer to make a web app that is able to accept any kind of raw text or a pdf and extract raw text from it. So, the initial page can have 2 options for Data Source: Raw Text and PDF (We might add support for other input formats as well in the future). Next, once we have the text available, it should split the text based on the lines. It can split on the full stop character. And then every line must be sequentially given to a ML model. This would be a text classification huggingface model, which can be instantiated via this code: from transformers import pipeline pipe = pipeline("text-classification", model="legal-text-classification/Indian...
...include a cooler to keep drinks cold. - Hot or Warming Plate: Additionally, a hot or warming plate would be incorporated for keeping food or drinks warm. - Paper Towels: The table will have an integrated paper towel holder for easy access and cleanup. **Make additional recommendations to bring this concept to life and improve the functionality. Power Requirement: The coffee table is expected to be powered through a wall outlet, so expertise in integrating power sources discreetly and safely is necessary. I would also like to see other power source options if available because of it being a coffee table which is typically in the middle of the room. Material Choice: The preference for the coffee table is wood or a composite material. Experience with woodwork and composite materia...
As an entrepreneur keen on embracing technology, I'm in search of an adept software developer to create an intuitive application. This app is intended to utilize LangChain and OpenAI's language model in categorizing PDF files into different groups; namely invoices, HR-contracts, or MOUs and then under go different ways for each document catagory: A. in case of invoice: - extract the data inside invoice (invoice number, date, buyer name, total amount sold, and total due amount) and save them in an Excel file. B. In case of HR-contract: - simply move the file from the existing location to the HR-contract folder. C. In case of MOU: - simply move the MOU from the existing location to the MOU folder. Details: - Your responsibility is to build a desktop application that processes an...
I'm looking for a skilled and experienced mobile app developer to help me build a cutting-edge finance budgeting app. Key Features: - **Budget Tracking**: The app should help users track their expenses and income to better understand their financial situation. - **Budget Creation**: The app should assist users in creating a budget that can be easily customized to fit their needs. - **Debt Elimination**: The app should provide strategies and tools to help users eliminate debts. - **AI Assistance**: The app should utilize AI to provide personalized financial advice and suggestions. UI/UX Design: - I'm looking for a **minimalistic and modern** user interface that is easy to use and aesthetically pleasing. Key Responsibilities: - Develop an **iOS** and **Android** app that seamle...
As a client, I'm in need of a well-structured and functional website that can integrate an AI-powered image generation API(midjourney) at its core. The website should offer both free and paid services, catering to a diverse range of users and their needs. Key Features: - Free Services: The website is to provide users with basic image editing tools, image filters, and watermarking capabilities. A key differentiator will be the integration of midjourney image generation technology. - Paid Services: I'm looking to offer advanced image editing features and high-resolution image generation as the paid services. Notably, fast image generations should be available to paid users. Website Design: The website layout should be clean and minimalistic, providing a seamless and unc...
I'm looking for a skilled PCB designer to create a simple board for circuit prototyping. Key Requirements: - The design should fit within dimensions ranging from 5x5 cm to 10x10 cm. - The board would primarily include passive components and miniature ssrs, so experience with these is crucial. - No specific components to be included apart from the passive components and miniature ssrs.
QCon LabTech Solutions is on the lookout for a proficient freelancer to develop a dynamic online portal to manage trainee folders and facilitate client access to potential candidates. This innovative platform will serve as a central hub for storing trainee information, including skill sets, training matrices, videos, and personal details. As the chosen freelancer, your responsibilities will include designing and implementing a user-friendly interface that allows for easy navigation and efficient organization of trainee folders. Integration of features such as secure login systems, customizable user profiles, and search functionalities will be crucial to ensure smooth user experience. Moreover, you'll be tasked with creating a client portal where prospective employers can brow...
I'm looking for a skilled developer to create a unique, comforting feature for a teddy bear gi...gift. - Purpose: This module will record my breathing to provide a personalized and comforting experience. - Interaction: The user should be able to play back the recorded breathing by pressing a button on the teddy bear. The recorded breathing should be continuous on a loop. - Audio Quality: I prefer high-definition to ensure a clear and crisp sound. -Other Notes: I would like the module to be usb chargeable if possible. Ideally, you should have experience in: - Embedded systems or IoT for creating the recording module - Working with high-quality audio recording - Developing interactive features in soft toys or similar products If you're able to bring this project to lif...
PCB design for a scale with a 4G module to send results to WebServer using HTTP Post. Circuit is intended to be powered from battery with a support of solar panel. MCU will STM32 and 4G GSM module will using SIM7000
Please don't use house based logos.. We're not realtors.. We provide FUNNY MEME CONTENT to realtors I am in need of a unique and creative logo to represent my brand's identity, and also that can be used for various marketing purposes and on my website. The idea...diverse logos - Ability to conceptualize and execute my vision effectively Although, I have no indicated deadlines, a prompt turnaround, while maintaining quality would be appreciated. Applications without direct reference to past work and logo creation experience will not be considered. Please provide examples of prior logo designs in your bid. The name of the company is Social Agent Content Hub We provide funny memes, funny posts and other funny and engaging content for real estate.l agents to use ...
Looking for an expert in PCB design with hands-on experience in Fusion 360. I have completed a schematic that requires transformation into a PCB layout, adhering to several specific constraints. I am expecting: - Proficiency in Fusion 360. - Ability to accurately follow detailed instructions related to layout constraints. - Extensive understanding of PCB fabrication processes, more specifically conventional PCB fabrication. So, if you consider yourself an seasoned PCB designer with the ability to follow precise specifications, I would love to hear from you. Join me in bringing this project to fruition.
As an AI-driven project, I am seeking a freelancer experienced in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis should be predictive models capable of discerning behaviors, such as detecting when an AC unit has been turned on or off. Ideal characteristics: - Expertise in TensorFlow, scikit-learn, and PyTorch - Experience with influxdb / MQTT data handling - Strong statistical analysis skills - Knowledge in real-time data processing Your task would be to design systems that generate real-time notifications upon the occurrence o...
I'm looking for a skilled web developer to create a top-notch website that will serve as a hub for businesses interested in the latest and greatest in software development. I need the site to be engaging, modern, and highly professional, reflecting the cutting-edge nature of the tech industry. Key Project Requirements: - Develop a website optimized for high-quality user experience and functionality, while being visually compelling and modern. - Incorporate detailed information on software development, ensuring content is both informative and engaging for our business audience. - Ensure the website is mobile responsive and SEO-friendly. Ideal Skills/Experience: - Proficiency in front-end and back-end development - Prior experience in creating technology-focused websites, par...
I have an Excel file that is corrupted and won't open. The latest version has over 5000 columns which I need retrieved. I have a previous version of the Excel file with over 4500 columns. The Excel file was last saved on a USB and I am using Excel 2016. I do have a backup copy of the corrupted file. Key Tasks: - Recover the latest version of the Excel file with over 5000 columns. - Integrate the data from the previous version (4500 columns) into the latest version. - Ensure all data is intact and functional. Skills and Experience: - Expertise in data recovery and Excel. - Proficiency in Excel 2016. - Attention to detail and thoroughness to ensure that all 5000+ columns of data are successfully retrieved and integrated. Please bid with a specific plan on how you will tackle t...
I'm in need of a proficient developer who can create an artificial intelligence-powered system that will efficiently analyze call logs and agent availability data with the ultimate goal of formulating optimized agent schedules. Key Components: - Data Analysis: Your task will encompass making sense out of call logs and determining the availability of agents to ensure the resulting solution is not just effective, but also practical. See attached for proposed data structure. - Intelligent Scheduling: Considerations when creating these schedules should be based on the agent's skills and shift preferences. Skills & Experience: - Proficient in AI and Machine Learning - Experience in data analytics - Knowledge of call center operations - Strong problem-solving skills ...
...am in need of a PCB designer with experience in developing multi-layered boards for prototyping purposes. We have an existing design that needs some simple changes. This should be a short/fast project. Key Requirements: - Experience with ESP32-S3 - The design should be optimized for a multi-layer board (two layer if possible) - The board will need to integrate microcontrollers, an ePaper display, and power management components - Experience in designing PCBs for prototyping required - Currently the design uses a TTL connection for uploading firmware Your tasks will include: - Understanding the project requirements and goals - Make necessary updates to design files - Assist software (firmware) team in loading/executing firmware (Arduino IDE) - Designing a multi-layer PCB...
...Device-Specific Mail Access: Utilize Intune to restrict email access to designated devices only, ensuring security and compliance. Prevent File Copying and Downloading: Configure settings to prohibit users from copying or downloading attachments within emails, safeguarding data. Local Data Storage: Enforce policies to store email data solely on the device, enhancing data security. USB and Bluetooth Blocking: Utilize Intune to block USB and Bluetooth data transfers, mitigating potential data breaches. Browser and Social Media Blocking: Restrict browser access and block social media apps, including WhatsApp, to maintain focus and security. App Management: Prevent app uninstallation and installation, reserving these privileges for admins only, ensuring app integrity. Out...
URGENTT PROJECT. The project would be to design and build a PCB device and 3D Printable enclosure that supplies power via POE (power over Ethernet) to equipment and can accept a standard construction equipment battery from a manufacturer such as Dewalt, Ryobi, etc. to provide the power to the attached device. There should be 2 Ethernet ports (an incoming and outgoing ethernet port) supporting 5Gbps and the power draw will be selectable via switch or button. The power will need to conform to the standards for 802.3af (POE), 802.3at (POE+), and 802.3bt (POE++) and include a power meter that shows the amount of battery power remaining. A USB-C port should also be included. The enclosure should be 3D printable.
...board will serve as a hub for signal distribution in my project. The original signal shall be provided as an output of the board with the original ground while the splitted signal shall be used for internal processing on the micro-controller with isolated signals and ground. Two AB incremental encoders shall be connected to the board. Power Requirement: The board should operate effectively on a 5V DC power supply via USB. Functionality: It is like a signal sniffer. 1. Input and output are the same signals: two single-ended AB encoders, i.e. 4 lines of 5V DC and a common ground 2. Isolate the inputs and ground and connect them to the Arduino-compatible microcontroller like ATmega2560. Use interrupt pins to connect. 3. The power and communication should be provided via ...
Change the position of CC1101 and then change the size of the enclosure
I'm looking for a skilled and experienced mobile app developer to help me build a cutting-edge finance budgeting app. Key Features: - **Budget Tracking**: The app should help users track their expenses and income to better understand their financial situation. - **Budget Creation**: The app should assist users in creating a budget that can be easily customized to fit their needs. - **Debt Elimination**: The app should provide strategies and tools to help users eliminate debts. - **AI Assistance**: The app should utilize AI to provide personalized financial advice and suggestions. UI/UX Design: - I'm looking for a **minimalistic and modern** user interface that is easy to use and aesthetically pleasing. Key Responsibilities: - Develop an **iOS** and **Android** app that seamle...
...on the hunt for a seasoned Android development specialist who can assist me in designing an application for school bus management. This app should include significant features like: - Real-time GPS tracking that allows the physical observation of the school bus around the clock. - Outline of attendance management that streamlines the recording of student presence and absence. - Communication hub for parents with push notifications, SMS messages, and email alerts. These notifications should keep parents updated about their children's transportation journey, providing important details such as the current location of the bus, exact arrival and departure times, and any unforeseen delays or emergencies. The ideal candidate for this project will have proven experience in A...
We are seeking a highly skilled PCB designer to develop a custom board featuring the RP2040 microchip to control multiple DC motors and MOSFETs, with integrated voltage regulation. This project requires expertise in high-power applications, voltage regulation, and serial communications. Project Requirements: Microcontroller: RP2040 chip to manage all operations. Power Handling: Board must handle input of 24V. Voltage Regulation: Conversion of 24V input to 12V and 5V outputs. MOSFETs: 5 MOSFETs for 24V, 7A control. 4 MOSFETs for 12V, 5A control. Communication: USB Type-C for robust serial communication. Inputs and Outputs: 2 analog inputs. 1 One Wire communication interface. Additional pins for digital input/output as required. Deliverables: Complete PCB design files...
...consists of two items. Part A: Part A has a single function that function is to transmit a signal. The part needs to be housed in a waterproof container and be powered by a rechargeable battery preferably through USB. This part will actually go on a dogs collar. The device can either transmit vi. RF, USB or any other short range signal. Part B: Part B its job is to have two functions. The first function is to receive a signal from Part A, the second job of Part B is to transmit a specified RF signal to Part C when Part A is within 2 to 3 feet of Part B. Part B, needs to also be housed in a waterproof container and be able to be charged via USB. Part C: Part C, is a separate module that is already created its job is when it receives a specified RF signal fr...
I am in need of an experienced PCB designer who can create a small PCB module with the following features: - ESP32 - SIM module - Gyro - Battery backup with charging port Ideal skills and experience for this job include: - Extensive experience with ESP32 and SIM modules - Proficiency in PCB design software - Knowledge of battery technologies suitable for motorbike use - Understanding of gyro and sensor interfacing - Ability to design a compact PCB (less than 5cm x 5cm) Please provide samples of your past PCB designs in your bid.
I'm looking for an AI-powered image editing solution that can handle a series of tasks. Key Features: - Primarily, I'm interested in its ability to edit faces in images. This includes automatically opening closed eyes in pictures. - I also require standard image editing features, such as color correction, cropping, resizing, and text addition. The ideal freelancer for this job would have experience in image processing and artificial intelligence. They should be able to develop an AI system that can recognize and fix common issues in photos. Familiarity with existing image processing libraries and AI frameworks would be a plus.
In need of an AI expert to create a proof-of-concept model for accurately matching laboratory supplies. Key Responsibilities: - Building an AI system tailored toward processing less than 5 attributes per item. - Ensuring accuracy in matching products, specifically focusing on laboratory supplies. Ideal Candidate: - Highly skilled in AI development. - Previous experience in product matching software. - Knowledgeable about laboratory supplies preferred. Expectations: The chosen freelancer will deliver a proof-of-concept model highlighting how the AI system improves accuracy in matching each lab supply based on specified attributes. Your creativity and expert insight are crucial in reducing manual efforts in our current process.
I am enthusiastic about relaunching my website's design with a strong focus on aesthetics and user experience with the ultimate aim of increasing sales conversions. I am interested in a complete modern makeover, including: - Overhauling the overall layout and structure - Refreshing the color scheme and typography - Enhancing imagery and graphics I believe these changes can steer my onlin...design and redesign - Proficiency in Woocommerce (WordPress) and Shopify platforms - Background in design optimisation for e-commerce - Familiarity with up-to-date design trends and what drives sales conversions I await your innovative proposals with enthusiasm and am prepared to embrace new concepts and ideas. Let's work together to create an attractively modern and highly efficient onlin...
I'm looking for a skilled WordPress developer to help me remove the "Powered by Woo" tag from my Analee theme. Unfortunately, I don't have direct access to the theme's files, so I need assistance with this task. Key requirements: - Familiarity with WordPress and theme customization - Ability to access and modify the theme's source code - Strong understanding of PHP, HTML, and CSS - Experience with removing brand credits on themes Communication will primarily take place via email, where I'll provide feedback and updates on the progress. I'm looking for someone who can deliver this customization promptly and efficiently. Please share your relevant experience when applying to this project.
Artificial Intelligent developer required ChatGTP-4 SAP experience required API developer Odata and REST skills SAP Integration required Must be an expert with XML -Authorizations -Risk Management -Process Controls I required a chatGTP bot created and data should be extract...matching customer preferences or needs - Guide customers through risk management processes Although I am open to suggestions, my preferred platform is Chat. This project calls for a skilled developer, ideally with previous experience in designing AI customer service chatbots. You should be conversant with SAP systems and understand the nuances of risk management. Additionally, the chatbot should be powered by natural language processing capabilities to ensure accurate, and effective interaction with ...
I'm looking to develop an AI-powered Advice Notebook capable of dispensing legal advice. This project's core aim is to automate customer support, making legal advice accessible to the general public through this platform. Key attributes for successful completion of this project include: - Expert knowledge and programming skills in Open AI, - Familiarity with legal terminologies, - Experience in integrating AI bots with digital platforms and - Expertise in designing AI models that interpret generic legal inquiries. In essence, the AI bot should be able to navigate legal inquiries from the general public with precision and accuracy. Legal experts who also have experience with AI bot creation will be best suited for this project.
...background to handle an on-site installation of computer peripherals and networking devices, including a DVR/NVR and Point of Sale (POS) systems to a retail shop inside the Airport terminal. Key Details: - The project involves the following: 1. Connecting a POS computer, monitor, receipt printer, USB card reader and providing remote access to our helpdesk so our techs can configure the system. Work with our helpdesk to test the printer, touchscreen and card reader. 2. Connect a USB camera that measures foot traffic and work with our help desk to configure and test. 3. The building contractor has already set up Ethernet cables and a patch panel. Ideally, you will have tools in case one of the jacks doesn't work it can be tested and crimped quickly instea...
...will help our brand to stand out yet remain appealing. - Logo Type: We want a combination mark logo. The design should be a blend of a symbol and our company name to create a unique, recognizable fusion. - Message: Our logo must convey 'Rewards'. This is a crucial element, as it communicates the primary benefit we offer to our customers. Our Brand is Peach - Pilot Employee Rewards & Communication hub. We want the logo to be an outline of a peach with green leaves at the top and then a compass arrow signal in the middle. The slogan is "Life is peachy with pilot" The meaning of pilot is not so much flying a plane but "leading the way" "first to do something new" IT will be conveying an employees rewards benefit scheme. We're...
I'm seeking a PCB engineer who's proficient at PCB layout design, circuit analysis and troubleshooting, and component sourcing. The project entails: - PCB Layout Design: The project calls for a standard size, multi-layer PCB. The ideal candidate should have the ability to design and implement PCB layouts that are both efficient and effective. - Circuit Analysis and Troubleshooting: The successful candidate will need to be able to analyze and troubleshoot circuits efficiently. They should be knowledgeable in a variety of circuit types and be able to deal with complex circuits. - Component Sourcing: The project also involves sourcing the necessary components for the PCB. The right candidate should be able to locate quality parts and ensure...
Hello! My company, , just launched our updated website and product. It is free to try, but we are looking for paid testers beyond that. I am looking for teams or individuals with some software experience to visit our site and sample our AI powered component UI generator. Please send me your proposal(s) Looking for this to be done as quickly as possible. More user feedback, the better.
...customers lands based on GPS coordinates - Each land should be capable to hold information about it (fertilizing, used machinery, ...) - Utilizing the Sentinel Hub satellite maps API - Showing normal map layer - Providing a feature for customers to create a vegetation index analysis - Showing real-time weather forecast information through a widget - Export analysis to shapes for different terminals in tractors and machinery The application will have different logins for different customers. Ideal skills and experience for this job include: - Proficiency in web application development - Experience with satellite maps APIs, specifically Sentinel Hub API - Familiarity with data analysis, particularly in creating vegetation index - Knowledge of integrating weather forecast ...
I’m looking for a professional to review and optimize my PCB layout design. The aim of this review is to identify any design errors, ensure proper component placement, and validate the power and ground connections. Key tasks include: - Identifying design errors: Your role is to meticulously go through the PCB layout and spot any potential design flaws. - Checking component placement: It's crucial to ensure that all components are correctly placed and oriented as per the design requirements. - Verifying power and ground connections: A thorough check on power and ground connections is vital to eliminate potential circuit issues. Your expertise in PCB layout design, analysis tools and techniques will be a valuable asset for this project. Experience with simil...
I'm looking for an experienced Delphi developer to create a Windows Explorer context menu application. Here are the specifics: - Main Functionality: The program should enable users to select and manipulate files easily from the context menu, primarily focusing on file selection and type filtering. Desired files should be filtered by their type, such as "*.pas", without a dialog box. - File Manipulation: Once files are selected, users should be able to copy them to their preferred destination. - Delphi Version: The entire application should be developed in Delphi 10 or newer versions. Please make sure that the application programming is compatible with these Delphi versions. I will also need the source code in Delphi provided along with the application. This project requi...
As a pioneer in the field of renewable energy, we have just designed a new type of wind powered generator. For our marketing efforts, we require the eye-catching talent of a skilled illustrator to create a highly detailed still shot of our generator. Key Requirements: - Our wind-powered generator should be depicted on its tower amidst a field of tall grasses, at the top of a hill with rolling hills in the distant background. - The image should be taken from the side view, looking up from eye level. Revealing as much detail and realism as possible. - The setting should fall under natural daylight conditions with a blue sky with a few clouds. Ideal Candidate: - Considerable experience in digital illustration, preferably in sectors related to renewable technology, landscape...
I'm in need of a comprehensive website that can serve as both an ecommerce platform and an informational hub. Here's what I'm looking for: Key Features: - We need a user-friendly and fully responsive ecommerce section that includes: - Product listings: You will be responsible for setting up and structuring our products in a logical and attractive way. - Shopping cart and checkout process: The platform should be able to handle complex transactions and offer a seamless checkout experience. - User registration and login: Users should be able to create accounts, log in, and manage their personal and purchase information securely. - Website Security: Ensuring that the website is secure is critical. I'm looking for a developer who can implement strong security ...
I am looking for someone skilled in the field of STM32 programming, with expertise on Wiz5500. We already have a working firmware running on our custom PCB that uses the Wiz5500 to display a web page with basic interfaces. The project consists in modifying that firmware to integrate two new features : 1) After sending data from webpage to mcu, we cannot use the web browser refresh button because it re-sends the data again. We want to fix this by either re-directing automatically to the main webpage after sending data or some other way you can propose. 2) We want to synchronize the mcu with the local time. This can be done by synchronizing with the NTP server or some other way you can propose. We would like the webpage to keep working during the synchronization with NTP serve...
...the following functionalities: - Virtual COM via USB - Embedded C programming - Keil MDK 6 integration In addition to these core requirements, the project must also meet performance constraints - this must be carefully considered throughout the development process. I'm looking for a freelancer that is able to develop the code from scratch. It's important that you have a solid understanding of embedded systems, as well as experience with USB communication protocols. Your familiarity with Keil MDK 6 is also crucial as it will be the primary IDE used for this project. A background in working with STM32 microcontrollers will be a big plus. In summary, the main tasks for this project include: - Design and implementation of a Virtual COM via USB - Developin...
I'm looking for a skilled and experienced web developer to create an informational website for my business. This site will serve as a hub for all the details about our services, team, and contact information. Key Requirements: - The website will have 11 or more pages, so I need someone who can navigate large scale website creation with ease. - I require a seamless and secure credit card payment integration. This is essential for potential clients to easily access and pay for any services offered. Ideal Skills and Experience: - Proficiency in web development, including experience with creating large-scale sites. - Proven experience in integrating credit card payment systems into websites. - A good understanding of UX/UI design principles to make the website user-friendly and e...
I’m looking to make a smart controller that can integrate with 12v compressors for inflating tires on off road vehicles. Mainly I need the the pcb and electronics designed and I can make the housing and everything else. If you would also want to design the housing in ok with that. Needs to be almost waterproof. Mainly splash proof and heat resistant. It will be mounted in the engine bay. As far as the controller goes all it need to be able to do is check pressure from a pressure sensor that will be connected in line from the compressor and control a 12v output source(5a at 12v) to trigger the compressor to turn on as well as for deflating need a valve to be controlled to air down to set pressure. Looking for keep it as simple as possible. Only gonna need about 4 buttons. Maybe...
...involve combining elements of AI with image editing functionalities to cater specifically to Marketing professionals. Key Features: - Image Editing: The system should provide a comprehensive suite of image editing tools, enabling users to enhance and modify images. - Templates Library: It should include a rich and diverse array of pre-designed templates for quick and efficient image creation. - AI-Powered Filters: Incorporate AI technology to offer smart and intuitive filters for enhancing images. Customization Level: - Fully Customizable: I require the SaaS to be completely customizable, allowing users to tailor the platform to their specific requirements. Ideal Skills and Experience: - Proficiency in image processing and editing software - Experience with AI integration in ...
