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I'm in need of a detail-oriented professional who can assist with a specific data entry task: data processing. My database file needs clean-up, specifically, the removal of duplicate entries. Freelancers should have experience in similar tasks and be skilled in data processing, data cleaning, and familiarity with database file formatting. The main operation will be identifying and removing duplicated data fields. Accuracy, attention to detail, and reliability are essential for this job.

I need an experienced Virtual Assistant to handle daily data processing tasks in Excel 2019. Ideal Skills and Experience: - Proficient in Excel 2019 - Strong data entry, data cleaning, and data analysis skills - Prior experience in a similar role - Ability to work in a timely manner Tasks: - Daily data entry: You'll be required to input new data into the Excel spreadsheet. - Data Cleaning: Ensuring data is free of errors or duplicates. - Data Analysis: Performing necessary analysis on data entered. The ideal candidate will be detail-oriented, have excellent communication skills, and be able to work independently.

1 am looking for a skilled data entry freelancer to help me with a large project involving the input of text data into an Excel spreadsheet. The ideal candidate will have experience with Excel and be able to accurately input a large amount of data efficiently. Skills/Experience: - Proficient in Excel - Accurate and efficient data entry skills - Experience with large data sets - Detail-oriented - Ability to meet deadlines Project Details: - Inputting text data into an Excel spreadsheet - Large data set consisting of more than 500 entries - No specific format required, however, the data must be accurately entered - Payment will be based on the number of entries completed - Deadline for completion will be discussed with the freelancer

1 am looking for a skilled data entry freelancer to help me with a large project involving the input of text data into an Excel spreadsheet. The ideal candidate will have experience with Excel and be able to accurately input a large amount of data efficiently. Skills/Experience: - Proficient in Excel - Accurate and efficient data entry skills - Experience with large data sets - Detail-oriented - Ability to meet deadlines Project Details: - Inputting text data into an Excel spreadsheet - Large data set consisting of more than 500 entries - No specific format required, however, the data must be accurately entered - Payment will be based on the number of entries completed - Deadline for completion will be discussed with the freelancer

1 am looking for a skilled data entry freelancer to help me with a large project involving the input of text data into an Excel spreadsheet. The ideal candidate will have experience with Excel and be able to accurately input a large amount of data efficiently. Skills/Experience: - Proficient in Excel - Accurate and efficient data entry skills - Experience with large data sets - Detail-oriented - Ability to meet deadlines Project Details: - Inputting text data into an Excel spreadsheet - Large data set consisting of more than 500 entries - No specific format required, however, the data must be accurately entered - Payment will be based on the number of entries completed - Deadline for completion will be discussed with the freelancer

I'm looking for a skilled developer to create a unique thermal imaging app that...should be compatible with iOS, Android, or both. Key Features: - Utilizes phone camera through app's filters for thermal imaging - Compatibility with iOS and/or Android - Special filter for temperature mapping The app's primary use case is to show how much liquid gas is in an LP tank. Ideal Skills: - Mobile app development - Proficiency in iOS and Android development - Knowledge of image processing and camera integration - Experience with filter development - Familiarity with thermal imaging technologies The successful candidate should be able to deliver a user-friendly app with a sleek interface that effectively fulfills the specified use case. Please provide your portfolio of prev...

We're seeking freelance programmers with a flexible skill set as the specific programming languages and project objectives weren't defined. An ability to adapt to various programming languages would be idea...languages and project objectives weren't defined. An ability to adapt to various programming languages would be ideal, encapsulating yet not limited to Java, Python, and C++. As the project's main target and functionality weren't specified, experienced bidders with diverse backgrounds in creating mobile apps, website development, and software application building would be preferred. This project may contain elements like user authentication, database integration, and payment processing. It's important you're adaptable and comfortable wi...

I'm looking for a skilled developer to update an existing capacitorjs plugin to version 5 and introduce Android compatibility. I am looking for a Geofence plugin. I have a good starting point with a public plugin, but it needs updating. Here is the source repository: Please reference it, and add updates to it for capacitor version 5, update any of the swift or Objective C code that may be out of date, add corresponding support for Android. Key Requirements: - The main focus of this project is to enhance the plugin's compatibility with various platforms, particularly iOS and Android. - The plugin should be updated to Capacitorjs v5 to ensure it's leveraging the latest features and security patches.. Ideal Skills and Experience: - Proficient

Hi are you available for a session sometime within the next 8 hours? I am looking for someone to help teach me and help me to create a C# Web API using ASP.NET core which will be a middleware between an Angular front end and a deep learning model backend I have completed a basic start up from Microsofts tutorial - but I am ...middleware between an Angular front end and a deep learning model backend I have completed a basic start up from Microsofts tutorial - but I am struggling to understand how to link the C# Web API to the front end and to the back end The front end at this stage is a simple button that will endeavour to upload an image for classification - the backend at this stage is a sequence of image pre-processing steps to segment the area of interest from non-areas o...

...want our app to have the following features. - Create unique music based on user input information (speed, type, length...). - Create music based on the voice provided by the user - Change the voice of music provided by the user to the voice provided by the user Skills expected of you 1. Strong background in machine learning, deep learning, and neural networks. 2. Experience with audio signal processing and familiarity with audio data preprocessing techniques. 3. Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, and Keras. 4. Knowledge of music theory and composition is a plus. 5. Experience with voice synthesis technologies such as WaveNet, Tacotron, or similar frameworks. 6. Familiarity with data augmentation libraries such as Sp...

...for a skilled developer to create a comprehensive desktop application to assist with payroll and company management. The ideal candidate for this project should have: - Proficiency in desktop application development, with a specific focus on Windows OS - Expertise in creating systems with robust employee management capabilities - Experience in payroll processing and tax calculations Key Features: 1. Employee Management 2. Payroll Processing 3. Tax Calculation 4. ESI, EPF, LWF Calculation Your main task will be to design and implement a user-friendly interface that makes it easy to manage employee information, process payroll, and calculate taxes efficiently. The application should also be able to handle ESI, EPF, and LWF calculations. Please note, the application shou...

...and secure user registration and login process. - Product Listing and Bidding: Users should be able to list products for auction and bid on items. - Payment Processing: There should be a secure payment gateway integrated into the system to facilitate transactions. - Post Labels API Integration: The platform should support API integration for post labels. - Full Custom Work and Exclusive Code: I'm looking for a fully customized solution that is unique and exclusive. Design Requirements: - Simple, Intuitive Design: The interface should be user-friendly and easy to navigate. - Competitor Website Reference: I have a competitor website that I prefer the design to be based on. - Need for iOS and Android App: The platform requires mobile apps for both iOS an...

Project Description: We are looking for a skilled WordPress developer to build a website for , a company specializing in property and business loans overseas. The website should support multiple languages and feature a multi-currency loan calculator, secure loan application processing, and user account management. Objectives: Develop a clean, professional-looking website using WordPress. Include key functionalities such as a loan calculator, multi-language support, secure application forms, and customer login areas. Required Features: Multi-currency loan calculator Secure application processing User registration and management Responsive design for all devices SEO-friendly structure Skills Required: Proficient in WordPress, PHP, HTML, CSS, and JavaScr...

Thrilled to seek an e-commerce assistant with 3+ years experience for our thriving online retail business focused on clothing and accessories. The ideal candidate will have sharp skills in: - Product listing - Inventory management You will be entrusted with the responsibility of order processing and fulfillment, ensuring a seamless customer experience. Excellent customer service and support are fundamental to this role. Our goal is to ensure our product listings are accurate and up-to-date, and our inventory well managed. Your journey in online retail awaits with us!

Develop a prediction model to identify fake orders and suspicious transactions and forecast the sales of different products. I just need separate for each below mentioned task. Perform these task and show each one in Jypyter Notebook:- 1) Data Understanding and Pre-processing 2) Data Wrangling Operations 3) Descriptive Analytics 4) Diagnostic Analytics 5) Predictive Analytics 6) Recommendations and Conclusions The link of the dataset is

I need a custom bot that can operate within ChatGPT, utilizing my custom PDF r...handling will be full-text. This means the bot should be able to understand and respond to complex, multi-sentence questions, and not just simple keyword-based ones. Ideal Skills and Experience: - Experience in developing chatbots and familiarity with ChatGPT. - Proficiency in creating and implementing systems for data retrieval from PDF documents. - A strong understanding of natural language processing and the ability to create systems capable of understanding and generating complex, full-text responses. I need the bot to be able to provide accurate and relevant responses, so it's important that the freelancer who works on this project has a keen eye for detail and a solid understanding of the ...

Requirements: 1. Analyze and understand how the code works 2. Setup environment and run all the microservices and frontends 3. Figure out how to add a channel

I need an advanced photo editor capable of adding smile effects and making appropriate lighting enhancements to images. The software should also include basic features such as cropping, resizing, retouching, and other basic post-processing functionalities. Ideal skills for this project would be: - Proficiency in image manipulation software development - Previous experience in creating photo editing tools - Strong understanding of digital image processing techniques - Creativity for suggesting aesthetic lighting edits. Please provide your proposal detailing previous similar work and how you propose to meet my requirements.

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I am looking for an experienced Scala developer to implement a specific functionality in a data processing environment. The aim is to process text data more efficiently. Key Requirements: - Deep knowledge of Scala and spark - Proven experience in data processing, notably with excel, json and text data - Ability to deliver clean and efficient code The ideal candidate should be able to show previous projects where they successfully implemented or improved similar functionalities.

I am looking for an expert to set up an open-source Stable Diffusion with a Web GUI on AWS for AI image and video generation. The system will be developed with a focus on real-time processing. Notably, the Generative Adversarial Networks (GAN) ML model will be used. Essential Skills: - Proficiency in Python - Solid understanding and experience with AI, specifically GAN - Familiarity with AWS - Experience in ML - Good understanding of the Web and how to set up GUI - Knowledge in node js is desirable Mission: - Select and set up the appropriate AWS instance for the system - Ensure the system is capable of real-time AI image/video generation, utilizing GANs - All operations should be manageable through a Web GUI Please bid only if you have satisfied the aforementioned requirements. ...

...full service that we are building. 1. Sign-up on (the full code/deployement/states will be run using windmill) 2. Create a small telegram bot using the API (free and fast) to be able to send the messages received by the bot to a webhook. 3. Setup a Telegram webhook to call a windmill workflow. Each time a message is received on Telegram, the Windmill webhook is called. 1. Content Processing: Send the text message received to an OpenAI Assistant so the assistant answer with a message, store all the relevant informations inside mongoDB, the specific assistant's response is not important for now (it can answer anything weird that doesn't matter, we will create specific system prompts later). Be aware of a specific scenario: When Telegram receive a message, the workflow...

I'm in immediate need of a practical yet advanced Store Inventory Management System. It's crucial for the system to streamline inventory tracking, significantly enhance order processing efficiency, and provide robust reporting capabilities. To create a custom inventory software tailored to the requirements of a folding and sliding door manufacturer workshop, you'll need to develop a comprehensive solution that encompasses the entire workflow. Here's a breakdown of how you could approach each step: 1. **Job Order Management:** - Allow users to create job orders with reference numbers for each project. - Capture project details such as customer information, project specifications, deadlines, etc. 2. **Requisition to Store:** - Enable users to create req...

... - Payment processing: The app should offer a secure and user-friendly payment gateway for transactions. - Brewsing: An additional feature that enables users to brew their own beverages in the vending machine. - The payment processing system should ideally support: - Credit/debit cards: Seamless integration for safe transactions. - Mobile payment apps (e.g. Google Pay, UPI Pay): Catering to users who prefer mobile payment options. - Cash on delivery: A traditional payment method for more flexibility. - The backend admin web application should include: - Inventory management: An efficient system to monitor and control beverage stock levels. - Sales analytics: Detailed insights into sales data to help inform business decisions. - Vending machin...

I'm searching for a proficient C# developer who is experienced in handling CSV files. Tasks to Perform: - Reading and parsing CSV files - Writing and updating data to CSV files This role will require dealing with CSV files of medium size (10KB - 1MB). Data Processing Requirements: - Sorting or filtering records within the CSV files - Formatting data before saving back to the CSV Ideal candidates should possess strong skills in data manipulation and a solid understanding of C# programming to adequately meet requirements and perform tasks efficiently.

I need a modern website designed and developed where local businesses or individuals can post jobs they offer. Key Features: - User Registration and Login: Secure, straightforward registration and login process for both employers and job seekers. - Job Posting and Search: Employers should have the ability to post their job offerings easily with all the necessary details. Likewise, job seekers should be able to search for jobs based on various criteria. - Payment Processing: A secure payment processing system integrated into the website to facilitate any required transactions. The site must be designed in a modern style to reflect the contemporary aspect of the service. Skills / Experience: - Proven experience in web development, particularly in creating job ...

I would like to add new features to excalidraw. When importing SVG, I would like to add a function that can accurately recognize SVG's paths and curves and change the color and border color of each object. excalidraw_official site

...input any website URL or document, scan the website/document for relevant data, and then interact with an AI model to retrieve information from the scanned website. The application will also include a chatbot feature that can be easily integrated into other websites as a microservice. Additionally, the application will support payment methods for premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI model capable of ...

DETAILS: Existing Woocommerce website using Dokan Vendor plugin Vendor add product page has save button OK I need to add second button for "Save & Add Another” This new button should save and then load add new product page. Code should be added via snippet or child theme No upfront payment Milestone release upon satisfactory completion

I'm looking for an experienced app developer to create an e-commerce application for both iOS and Android platforms. The key features of this app must include: - User Registration & Login: Users should be able to register and log in to access al...Login: Users should be able to register and log in to access all shopping features. - Product Listing & Details: The app needs to provide comprehensive information about every product listed, clearly and effectively. - Shopping Cart & Checkout: Users should be able to add products to a shopping cart and proceed to checkout seamlessly. The ideal freelancer would have proven experience developing e-commerce applications with these features across both platforms. Familiarity with user experience design and secure online pay...

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Py...proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras). - Convolutional Neural Networks - Experience with image processing tools and libraries will b...

I'm looking for a highly skilled data analyst or biomedical engineer. The candidate needs to be adept in MATLAB and knowledgeable in the processing and analysis of raw EMG data. Your duties include: - Conducting signal processing to unravel the complexity of the raw data. - Extracting features from the processed data to identify essential characteristics. - Executing statistical analysis to interpret and justify the data significance. The purpose of this project is two-fold: 1. Identifying patterns within the EMG data which will contribute to a deeper understanding of the collected data. 2. Evaluating muscle activity which is vital in determining the muscle group's functionality and efficiency. At the end of this project, I expect: - A comprehensive visualizati...

...data. - Integration with External APIs: The MVP will need to integrate with external APIs for several purposes: - Fetching Real-Time Data for Dashboards: The application should be able to update in real-time using data from external sources. - User Authentication and Management: Secure management of user data and access rights is a key component of the MVP. - Payment Processing: The MVP will handle payment processing, which must be seamless and efficient. - CRM and B2C Product Interface: The MVP should provide a user-friendly interface for CRM operations and B2C interactions. The ideal freelancer for this project would have extensive experience in and Material-UI (MUI). Additionally, experience with Figma and its integration with code generation would be a signi...

... The key features required for this project include: -Natural language processing: Understanding and interpreting human language effectively is crucial. -Relevance ranking: The system should be capable of ranking search results based on their relevance to the search query. -Personalized recommendations: The ultimate goal is to personalize user experience, thus the engine should be capable of generating recommendations based on user behavior and preferences. In terms of data sourcing, the AI engine should primarily draw information from databases. A background in data mining and database management would therefore be advantageous. Proven experience in AI, machine learning, and natural language processing is a must-have. Understanding of UX design to foster user...

I'm seeking a data analyst to help with processing and analyzing financial data. Key Responsibilities: - Your main objective will be to identify significant patterns and trends within the provided financial data. - I need you to provide a comprehensive, written analysis of these patterns, along with the necessary context for a non-specialist to understand. Ideal Candidate: - Proficient in financial data analysis. - Previous experience in identifying financial trends and patterns. - Skilled enough to produce comprehensive written reports. - Familiar with common tools used for financial data analysis. This case will measure your analytical skills, your ability to use Excel/Google Sheets and also give you a glimpse of what some of the job responsibilities look like. Situatio...

I'm seeking a skilled Arduino developer to create a project that involves converting spoken English words into text on an LCD screen. Key Requirements: - Implement speech recognition for English - Displa...developer to create a project that involves converting spoken English words into text on an LCD screen. Key Requirements: - Implement speech recognition for English - Display the recognized speech on an LCD screen, word by word Ideal Skills: - Proficiency in Arduino Uno board - Experience with speech recognition on Arduino - Ability to integrate an LCD screen - Knowledge of English language processing This project is perfect for someone who has experience with Arduino and is passionate about developing innovative solutions. Please include any relevant project experien...

I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.

I'm in need of a highly skilled MATLAB professional to extract edge data from color profiled JPEG images. Specific edge information is essential for my project so your strong background in image processing is vital. You should be proficient in working with JPEG formats, and extracting edge data specifically. Key responsibilities: - Edge data extraction from color profiled JPEG images - Proficient use of MATLAB for data extraction and re-plotting purposes. Ideal experience: - High proficiency in MATLAB - Detailed understanding of JPEG image formatting - Image processing with a focus on edge data extraction.

...7500 pages of PDF files and transfer the data to Excel. The PDF tables are consistent across all pages, maintaining a fixed column structure which you need to duplicate in the Excel spreadsheets. The data you will be working with is primarily text-based as opposed to numerical. Necessary Skills and Experience: - Excellent attention to detail - Proficiency in optical character recognition (OCR) processing - Experience with data scraping or extraction - Valuable skills in MS Excel - Familiarity or experience with PDF data extraction software Swift and accurate execution is essential for the successful completion of this project. Please only apply if you are comfortable handling a high volume of pages and can ensure that no data is lost or incorrectly transcribed in the transitio...

I need a Windows-based image editor equipped with several key features. - The editor should allow image cropping and resizing. It...experiment with. This is crucial for adding style and uniqueness to their images. The image editor should specifically be designed for Windows OS, as this is the platform I primarily work on. The editor needs to support JPEG and PNG file formats, as these are the most commonly used formats in my workflow. Ideal candidates for this project are software developers with a strong background in image processing. Previous experience in developing image editing software is highly preferred. The developer should be skilled in working with Windows OS and familiar with the nuances of image file formats. Strong problem-solving skills and creativity will be an ...

...along with a funnel system. The provider should be able to manage leads effectively and increase customer conversions. - Emailing & Appointment Scheduling: Experienced in setting up and managing email campaigns and online appointment scheduling. The provider should be able to design engaging email content and optimize scheduling for user convenience. - Payment Processing: Skilled in setting up secure and user-friendly payment processing systems. Familiarity with various payment gateways and compliance standards is crucial. - SEO: Proficient in search engine optimization techniques. The provider should be able to improve our website's visibility on search engines and drive organic traffic. Key Requirements: - Strong portfolio demonstrating capabilities in the abov...

I'm looking for an e...role would involve producing engaging, informative content specifically around the topic of fintech API, Payment processing, and software development. - API Development: The ideal candidate would be a skilled developer with experience in fintech API. Key features would include real-time data integration, payment processing, and user authentication. Payment Processing System Requirements: - Ability to accept multiple payment methods - Secure encryption for sensitive data - Integration with popular payment gateways Ideal Skills and Experience: - Proven experience in content writing on fintech topics. - Proficiency in fintech API development. - Strong understanding of payment processing systems. - Experience in ensuring secure and com...

I am seeking an experienced Laravel developer to perform various back-end...perform various back-end functionality customizations for my projects, with a focus on payment processing. Key Responsibilities: - Customizing the back-end functionality of my Laravel project. - Integrating Payment Processing system. Skills and Experience: - Proven experience with Laravel - Extensive understanding of back-end development - Expertise in payment processing systems - Familiarity with API integration and database management. The ideal candidate should have a deep understanding of Laravel and be comfortable with all aspects of back-end functionality. I'm looking forward to seeing how you can help tailor my project's capabilities to our needs, particularly in regards ...

I'm on the hunt for a skilled Data Analyst who will work closely with our customer data, primarily formatted in Excel/CSV. The primary goal of this...analysis is to identify trends and patterns that could aid our business processes. Key Responsibilities: - Deep analysis of customer data to identify patterns and trends - Create visually engaging and understandable reports Ideal Skills and Experience: - Proven track record as a Data Analyst - Comprehensive understanding of data analysis methodologies - Superior skills in Excel/CSV data processing - Ability to present complex information in an engaging and understandable manner. Your contribution will hugely impact our business decisions. I look forward to viewing your proposals. Please include samples of your previous data...

I need a backend developer to complete my marketplace website. The HTML and CSS are ready, and now I require the backend coding to be developed with respective API integrations. Key Functionalities: - User Authentication and Registration: Users should be able to securely sign up and log in to the website. - Product Listing and Search: A seamless system for users to add, search and interact with products. - Payment Processing: Smooth integration of payment gateways to ensure secure transactions. Key Requirements: - Backend Coding: Looking for a professional who can develop the entire backend system from scratch. - Python Proficiency: The backend should be built in Python. - API Integration: In addition to payment gateways, I also require the integration of soc...

I need a professional familiar with Pointy, as I need help with my Google Local advertising. I have integrated my inventory from my point of sale software to the Google Merchant Center through Pointy. I understand the potential of this platform in driving more foot traffic to my physical store and boosting my sales, but I lack the knowledge and experience to make the most out of it. Key Aspects: - Pointy and Google Local Expertise: I need someone who understands how Pointy works and is able to navigate the Google Local platform effectively. - Local Audience Targeting: Although I skipped a question regarding my target audience, I'm particularly interested in attracting local customers through this advertising channel. - Urgency: I need this project completed ASAP. Ideal S...

I'm seeking a skilled developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .W...speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. It's crucial for the prospective freelancer to be proficient in Python, with a deep understanding of Siamese Networks and audio processing. Sound knowledge of Machine Learning principles and techniques would also be a plus. ...

I'm looking for a skilled freelancer who can help me with a PDF layout. Specifically, I want to add a new text block to the existing PDF design. Key Deliverables: - Incorporate a new text block seamlessly into the current layout - Ensure the text is properly aligned, sized, and formatted to match the aesthetic of the original document Ideal Skills and Experience: - Proficiency in working with PDFs and editing tools - Experience in graphic design and layout editing - Attention to detail and ability to match styles accurately Please note: I will provide the text content and the image, and I'm looking for someone who can execute the addition professionally and efficiently. Thank you.

I am seeking an experienced developer to convert my current image processing project, coded in C++, into Verilog and run on FPGA device using HLS Vitis. The existing project has: - Edge detection capabilities - Image segmentation capabilities The primary goal of this project is not to enhance or alter the images, but to convert the existing codebase from C++ to Verilog, utilizing HLS Vitis. With your expertise: - Maintain the integrity of the current functionalities during conversion - Reframe the C++ code to Verilog language ensuring a seamless running on an FPGA device. The successful bidder should have significant experience with Verilog, C++, and HLS Vitis, as well as a good understanding of Image Processing algorithms, especially Edge Detection and Image Segmentation...

...we find the programmer or developer capable of delivering a harmonious, transparent platform for fostering creative collaboration, innovative design, and management? Our vision entails the creation of a system/solution for decentralized modeling and display software, uniting designers for CNC and computer-generated practical art, asset display and management, and a customer interaction and processing ecosystem. Drawing inspiration from O-LAP () note, its outdated, an open-source community-run platform for parametric furniture design, we aim to infuse our project with the latest wisdom from established methods like NEM, Ethereum, and similar platforms. We seek to capitalize on the wealth of open-source possibilities readily available. We request your response outlining the bes...