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    I'm in need of a Python script that can efficiently take addresses from an excel spreadsheet and search google maps locate solar panels on roof tops Ideal Skills and Experience: - Proficiency in Python programming - Experience with image processing and analysis - Familiarity with satellite image utilization - Understanding of data output and manipulation in Excel Key Features: - The script should focus on residential rooftops specifically, using satellite images to identify solar panels. - It should be able to iteratively search through said images, pinpointing and marking the locations of solar panels. - The final output should be an Excel spreadsheet containing the results of the search, detailing the coordinates of the identified solar panels. Pl...

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    As a client looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time and efficientl...

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    We're in the market for a chatbot expert to guide us to the right chatbot solution for our website and help us implement it. Here's what we're looking for: • Chatbot Recommendations: We don't have a specific chatbot platform in mind yet, so we'll need your advice to help us pick a solution that is well-matched with our website's needs. • Multi-Purpose Chatbot: The chatbot's main purpose will be answering customer queries, but we'd also like for it to filter requests to specific emails and capture leads. • Request Routing: We want the chatbot to filter and direct requests to specific emails based on certain criteria or questions. Ideal Skills: • Proficiency in using and integrating various chatbot platform...

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    In this project, I need a competent photo editor to make a couple of specific changes to an image. The edits needed are: - Removal of 'Person C' from the photograph. The person sitting - Adjustment of 'Person B's' orientation in the photograph to face the opposite direction. To face the man The ideal freelancer for this job should possess strong skills in photo manipulation, and have prior experience in using editing tools effectively to remove and manipulate subjects within photos. High attention to detail is essential to maintain the realism of the edited photo.

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    Hi Ross C., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    Hi Ross C., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    About us: BA Marine is 3 years old company with a track record of USD 15 Million value of transaction of 60 vessels in GCC during the past 3 years and operated by the owner alone that generate 60 existing clients and 400 prospective clients. We are looking for bilingual speakers: Arabic and English for social media/ LinkedIn outreach. Your tasks include: -Screening existing Facebook and Instagram users by sending DMs using your accounts to check if they are interested in a certain boat by providing our boats database. -Approaching users on LinkedIn targeting C-Level, Doctors, Engineers etc who are based on Arabian Gulf seafront cities. -Inviting users on public groups or any other boat lovers communities to join our FB page or to follow us on Instagram. -Nurturi...

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    I'm looking for a math expert to develop an advanced slot machine algorithm. The project involves creating a complex desktop-based slot machine with progressive jackpots and bonuses....advanced slot machine algorithm. The project involves creating a complex desktop-based slot machine with progressive jackpots and bonuses. Key Requirements: - Extensive knowledge of advanced probability and payout systems - Experience in developing similar systems for slot machines - Ability to create engaging bonus features - Proficiency in coding for desktop applications Please note that I do not require assistance with regulatory compliance documentation. The focus of this project is on the mathematics and programming of the slot machine. If you have experience in th...

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    I require an expert with advanced 8086 assembly program skills to develop and rigorously test effective operability of a robot. Key Deliverables: - Creation of an 8086 assembly program capable of controlling a robot. - Ensuring seamless execution of controlling the robot's movements (forward, backward, left, right). - Enabling the r...Key Deliverables: - Creation of an 8086 assembly program capable of controlling a robot. - Ensuring seamless execution of controlling the robot's movements (forward, backward, left, right). - Enabling the robot to handle basic functions like turning on and off lights. Skills Required: - Excellent knowledge and experience with 8086 Assembly Program. - Proven experience with robotics control programming. - Strong understanding of external d...

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    I'm looking for a skilled C programmer to assist with implementing some basic functions on a microcontroller I've built and tested for a graduating project needed by monday Specifically, I need help with: - Input/Output Control: I want the programmer to help me display a name and menu on the screen of the microcontroller. This task should involve reading and writing to GPIO pins. - Logic Operations: I also need assistance with this basic function. I need the C programmer to help me create a simple logic operation which will allow me to select menu options. The ideal candidate for this job should have experience with microcontroller programming and C language. The person should also be able to work with GPIO pins and display simple data on a screen....

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    Im working on a c++ image processing project , and i need to convert my C++ code to Verilog using HLS vitis , then implement it to run on Ultra96v2 Xilinx FPGA board .

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    ...SCRAPE THE DATA. PYTHON SCRAPPER DON'T NEED I'm in need of a VBA developer who can help in creating a small code for scraping contact details from a specific website. The task involves creating a button in an Excel file that triggers the scraping process and saves the extracted data back into the same Excel file. Note : Project budget is only 6k because it will take max 2-3 hour for experience developer Key Requirements: - Scrape contact details from - Specifically, scrape Owner Name & Address - Implement a function where a user clicking a button triggers the scraping process - Save the extracted data back into the same Excel file Ideal Skills & Experience: - Proficient in VBA programming - Experience with web scraping - Famili...

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    ... I need a 2000-word report + 15-20 slides presentation Objective: This assignment aims to enhance your understanding of database design through the practical application of Entity-Relationship Diagrams (ERD) and normalization techniques. You will work in groups to design a database system that is both efficient and scalable, addressing a real-world problem scenario provided below. Assignment Scenario: Your team has been tasked with designing a database system for one of the scenarios listed according to your group number; if you are in group N, you must choose scenario N. For example, Group 10 must choose Scenario 10. If you work on a different scenario, your assignment will not be marked. Your database should provide a comprehensive solution that allows for efficient d...

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    I'm looking for a developer with extensive knowledge in creating online casino platforms. The focus of the project will be developing slot games and live dealer games in a fun and vibrant design style. Ideal Skills and Experience: - Experience in designing and programming online casino games - Knowledge in developing both slot and live dealer games - Ability to create engaging and vibrant visual designs - Understanding of common online casino platform features What we need: - Casino platform - Games from the attached in this project (should be from a game provider like pragmatic play, not own-made) - Admin panel for super agent, agent, and cashier. What we expect: - A fully functional casino platform with withdraw and deposit. - Account h...

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    I'm in need of a skilled developer to design and implement a user registration page using SpringBoot, React, and Java. The key functionalities that need to be implemented are: - Creation of new user accounts - Collection of email and password during registration - Email verification process post registration The ideal candidate should have a strong foundation in SpringBoot, React, and Java programming as well as experience in building secure user registration systems. Knowledge of email verification in registration processes is key. Great attention to detail and the ability to work efficiently is paramount.

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    As an entrepreneur in a hurry, I urgently need a Ruby expert to jump on board. While I skipped the specifics, anticipate tasks that often fall under the Ruby domain like web development, scripting, and API integration. Your role involves: - Web Development: Building functional and aesthetically pleasing interfaces. - Scripting: Writing and testing code to ensure applications run smoothly. - API Integration: Facilitating communication and integration between different software components. Ideal candidates must have: - In-depth knowledge of Ruby programming - Experience in web development, scripting, and API integration - Ability to prioritize tasks and work under tight deadlines. Though I wasn't specific about the project's aim, it could range from ...

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    I run an industrial automation company specializing in PLC programming, HMI design,SCADA & DCS Design, robotic integration, and more. I am in need of a freelancer well-versed in these areas to assist us with a variety of tasks. Key services required include: - PLC programming - HMI design - Robotic integration - SCADA and DSC - Drives implementation - CAD for industrial automation - Hydraulic and Pneumatic systems expertise - Experience with Industrial Switchgear and Solutions - Assistance with Automation & Control Panel Manufacturing - Support with Vfd Panel Supply, and Industrial Panel Manufacture - Contribution to Industrial Automation Training & Solutions Preference for these brands: - SIEMENS -Rockwell Automation -ABB -Mitsubishi -Hone...

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    I'm looking for a skilled game developer to create a PC...PC-based Battle Royale game. The core aspects of the project include: - The game should accommodate up to 50 players in each match. This is a critical element as it's vital in creating an engaging and competitive environment. - The platform for this game is PC. Therefore, your expertise in programming for this platform is essential. As this is a Battle Royale game, it's crucial that the developer is creative and has a deep understanding of the gaming genre. A background in game development, particularly with multiplayer games, is preferred. The ideal candidate would have experience in: - Game design, particularly with Battle Royale games - Unreal Engine - Network progra...

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    I am in need of an industrial automation professional with a specialised experience in PIC programming and equipment integration. The project involves working with hotpress. • Your task will be to program Peripheral Interface Controllers (PIC) and integrate this with our existing equipment. • Further, knowledge in temperature control and pressure monitoring systems for hotpress is essential, as you'll be required to implement these functionalities in our automation system. Ideal skills and experience for this role would be: • Extensive PIC programming experience. • Experience with hotpress equipment. • Sound understanding of temperature control and pressure monitoring in automation systems. Your ability to su...

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    I'm exploring the possibilities of blockchain technology and need the assistance of an experienced C# developer. The task is to create a simple (SAMPLE) program using the NBitcoin library. This program will create a Bitcoin transaction, pushing data into both op_return and op_pushdata segments. I would want to be able to do it live or on testnet. Skills Required: - Proficiency in C# - Experience with the NBitcoin library. This task would involve mainly pushing simple text data for demonstrating purposes. Familiarity with manipulating both fixed and dynamic datasets is highly beneficial for this project. If you're an experienced C# developer with a solid background in NBitcoin and can easily complete this task, please reach out.

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    I'm seeking an expert in both Twitter and Instagram strategies for increasing followers for my programming niche website. - Primarily, your role is to increase the number of followers across both platforms, so experience in both is a must. - On Twitter, I share programming tutorials and code snippets. I expect you to have a good understanding of these topics to ensure the content is engaging and relevant to the right audience. - The target audience for Instagram followers includes developers and programmers, tech enthusiasts, and students studying programming. You should be able to create content and engage with these groups effectively. - I'm looking for someone who can not only increase the number of followers but also provide insights on...

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    We have a device which works on Windows with a .dll. By calling the functions in the .dll, we can control the device and get data from it. We want to create a wrapper in Python so Python programmers can use the device easily. Below is an extract from the .h file for the .dll showing the functions that we want the wrapper to call. FT_HANDLE SENSOR_DLL usb_initialize(char * snum); int SENSOR_DLL usb_deinit(FT_HANDLE ftHandle); int SENSOR_DLL usb_dll_revision(unsigned int *revision); int SENSOR_DLL usb_read_image(FT_HANDLE ftHandle, IMAGE_PACKET_T *buff, unsigned int timeout); int SENSOR_DLL usb_set_gain(FT_HANDLE ftHandle, GAIN_STATE data); int SENSOR_DLL usb_set_trig_mode(FT_HANDLE ftHandle, TRIG_MODE mode); int SENSOR_DLL usb_set_interval(FT_HANDLE ftHandle, uint...

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    We are seeking a highly exp...working with Solana. As a Senior AI Engineer, you will be responsible for developing and maintaining high-performance applications using AI and Solana. This role requires a deep understanding of Rust programming language and Solana blockchain technology. You will collaborate with our team to design and implement efficient and scalable solutions. The ideal candidate should have excellent problem-solving skills, strong communication abilities, and a passion for clean and efficient code. Skills required: - Strong experience with AI - Solid understanding of Solana blockchain technology - Proficient in designing and developing efficient and scalable applications - Excellent problem-solving and troubleshooting skills - Strong communication and collab...

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    ...elements, playgrounds, sport fields, etc. - mood board for each area with reference pictures and details about size, dimensions and features. b. 2D master plan of all areas (black and white with dimensions and coloured without dimension) (*we have a total area of approximately 107.000 sqm with buildings included that are not more of 10.000 sqm) c. 3D master plan with renders/photorealistic images and videos of each area Each of these 3 phases consist in one major milestone. We can have intermediate milestones for each area. Child-friendly facilities include: 1. An indoor and outdoor playground 2. Outdoor car* route for traffic education (*we will not use actual cars but small electric vehicles for kids) 3. Outdoor adventure park 4. Creative workshops cabanas/perg...

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    Hi! I am seeking an expert in Google Cloud's Pub/Sub service. My Python application needs to publish and subscribe to text data messages. Knowledge in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. Therefore, a strong background in Python and Google Cloud Platform is required. Take a look a example image attached. Key responsibilities include: - Assisting with publishing text data messages - Helping with subscribing to these messages Please have proven experience in Google Cloud's Pub/Sub and Python programming for processing text data.

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    We are in the initial stages of launching an exciting e-commerce project aimed at enhance the online shopping experience. Technical Aspects of the Project: - Development of a browser plugin that interacts with various e-commerce platforms. - Integration of AI technology to extract data and analyze shopping cart contents. (Text extraction) - Implementation of APIs to collect and compare product data in real-time. - Creation of algorithms to identify and recommend similar products. (Might not be needed) - Development of a scalable backend to support real-time data tools and user analytics. Requested Technical Skills: - Experience creating sustainable Data modells - Experience in browser-extension development with JavaScript, HTML, CSS, and modern frameworks (React...

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    I am looking for a programmer to develop a software application. The application should have a user-friendly interface, be highly functional, and should be designed keeping scalability in mind. Key Requirements: - Proficiency in one or more of the following languages: Python, Java, C++ - Experience in software development - Ability to create a user-friendly interface - Knowledge of best coding practices and ability to ensure high performance and scalability. If you are comfortable working with the above requirements, please bid for the project.

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    I am looking to create a robust webinar platform capable of hosting up to 2000 participants with the ability to live stream and record webinars. This platform should also feature a live chat function for real-time interaction during the eve...webinar dates - A registration form for participant sign up - The option for participants to pay booking fees directly within the site - Capability to add registered participants to a WhatsApp group and send links directly after registration - An integrated follow up board for direct group additions Ideal candidates for this project should have experience in webinar platform development and website design, with proficiency in programming languages and payment integration systems. Familiarity with the WhatsApp API for group additi...

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    ...JavaScript. While it functions perfectly on my local machine, I encounter issues once I upload it to the server. The server in question is hosted on Hostinger. I'm unsure if any changes have been made to the server configuration file. Key Points: - Troubleshoot the server upload issue - Resolve discrepancies between local and online versions - Clarify if server configuration files have been altered - Ensure the webpage functions as intended on the server Ideal Freelancer: - Experienced in HTML, CSS, and JavaScript - Proficient in server hosting with Hostinger - Skilled in server configuration file troubleshooting - Capable of identifying and correcting server-side programming discrepancies I'm seeking a professional who can quickly pinpoi...

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    Reinforcement Learning -- 2 5 hari left
    DISAHKAN

    Reinforcement Learning Goal: - Optimize a specific task and write a journal for that Project Details: - The project is already half completed and I need someone to complete it further. - I have some code/files that will need modifications Preferred Skills and Experience: - Strong knowledge and experience in reinforcement learning - Proficient in Python programming language

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    Please read my requirements: 1. Specific needs: I need a List of double-blind peer-reviewed Journals of International Law. Don't send the names of expensive journals. 2. Publication cost: The journal's publication cost must be cheaper or free. Please write the publication cost per page. 3. Status: The journal must be Indexed with Research Gate, Google Scholar, Academia, JSTOR, etc. 4. Ranking: ...international humanitarian law, peace, security, and conflict. Searching guidelines: Here, I am giving an example. is an International Journal of Science and Research (IJSR). Although it seems to be a science journal, it also publishes International law articles. The processing and publication cost is twenty-five dollars per page, and its International Ranking is Qualis-CAPES (Clas...

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    I'm seeking an expert in Python programming, with emphasis on data analysis, to help with my final project for my university module. The module focuses mostly on plotting and manipulating numerical data. Specific areas that need to be addressed include: - Expert Python programming skills, with an emphasis on data analysis techniques and tools. - Experience in Jupyter software for data manipulation. - Guidance in selecting the correct Python libraries and tools. - Ability to write clean, efficient, and reusable code. - Clear and effective communication to ensure complete understanding of my project requirements and challenges. Please note, we're not focusing on a specific type of numerical data as this information was not provided so a wealth ...

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    ...and programming and software development. Key Objectives: - Graphic Design: Specific Focus on Logo Design and Branding Tasks: - Create a modern and minimalist logo that resonates with the brand's essence - Develop a comprehensive branding strategy that aligns with the logo Ideal Candidate: - Proficient in graphic design software - Strong portfolio in creating logos and branding - Creative with a good eye for modern, minimalist design Additionally, the project entails content writing and programming. The successful candidate will need to connect the design and content elements with the software development aspect, ensuring a cohesive brand experience across various digital platforms. Skills and Experience Required: - Graphic Design: Logo and Brandi...

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    I am looking for a skilled C# developer to modify an existing Instagram bot program. The objective is to enhance the functionality of the bot by leveraging the Instagram API. The bot currently has a desktop interface, and your role will be to update and optimize it. The ideal candidate will have experience with C# development and be familiar with working with APIs. Attention to detail, problem-solving skills, and the ability to work independently are key for this project.

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    Hi Vivekchodvadiya, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    Looking for C expert in Linux 5 hari left
    DISAHKAN

    I'm in need of a C language expert, experienced with Linux You should debug the codes and fix issues. It should be done today. If you can work and fix immediately, please bid only 'c programming' words. Thanks

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    ...Python coder who can develop a program that effectively reads numerous reviews and generates a concise summary, encapsulating the main points in 300 words in multiple bullet points. Key Functions: - Extract data from a relational database via SQL queries. - The ability to process and analyze reviews from different platforms such as blogs, social media, and online stores. - Generate a coherent 300-word summary from a multitude of reviews. Required Skills and Experience: - Expert level understanding of Python programming. - Knowledge and experience in SQL querying is a necessity. - Experience with Natural Language Processing for summarization. - Familiarity in dealing with relational databases. - Prior experience with text summarization or related pr...

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    We need to detect if the axle is in the hinge or not with probablility of 99.9% at least. We need ready Python code that we can insert into our main routine. Recognition part gets image to process and returns result. Data set is available here: The system must perform object detection, with a critical requirement for real-time operation. Key tasks and requirements include: - Develop a high-precision hinge detection system, using Python programming language. - Implement object detection algorithms, ensuring accurate and real-time detection capabilities. - Ensure the system operates in real-time, with minimal to no delays in processing. - Utilize computer vision best practices to enhance the system's performance and accuracy

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    ...details: In our Shopware 6 shop, we are facing a problem with the importing process of pictures submitted via XML; the image files are also hosted on the same server. The current script only imports a few images at random, and most of the images are not imported at all, without generating any errors. The import script runs until the end but skips most of the pictures. Skill requirements: good knowledge of Shopware 6, mySQL, PHP, Smyfony !!! it's an urgent project so pls. don't bid if you haven't got enough time (max. 2 days). If you have questions pls. don't hesitate to ask, i'll provide all the infos u need. !!! IMPORTANT !!! Please don't give a quote if you don't have enough capacity, the project should begin immediately. Please don't ...

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    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...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 ...

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    I'm seeking a distinguished programmer fluent in Java and C. Experience in both languages is essential, as the project will involve intricate tasks that require thorough understanding of the languages. I appreciate precision, good communication, and dedication. Although there's no specific deadline, I put great value on progress and regular updates. Please include examples of your previous programming work in the bid. Skills/Experience: - Proficiency in Java and C - Strong problem solving abilities - Excellent communication - Attention to detail

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    software integration 5 hari left
    DISAHKAN

    We have a software written in c++ and we will like it to be linked to our tuning software winols is this something you can help me with Basically i have developed a software to turn off certain functions in a engine control module. You cannot code the software to work with every ecu every software version. So lets say the user selects mercedes then selects edc17c66 ecu and want adblue dpf egr off the software will send the file they have uploaded to my winols and in my winols there will be a file for that sw version ecu and it will make all modifications taking the modifications from the modified file in my winols database and export the file back to the end user who is using the software And winols has a plugin called winols lua. Thats how you can make...

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    ...integration of ISO standards in three of our company's subsidiaries: Subsidiary A, Subsidiary B, and Subsidiary C. Key Requirements: - Improvement of Quality Control: One of our primary goals is to enhance and standardize quality control processes across the subsidiaries. - Regulatory Compliance: Ensuring that our operations comply with relevant regulations is a crucial aspect of this project. Specific ISO Standards: - ISO 9001: Quality Management: This standard should be effectively implemented to enhance our quality control processes. - ISO 14001: Environmental Management: While not explicitly mentioned in the objectives, you should also consider the environmental impact in your work. - ISO 45000: This should be integrated to ensure that the companie...

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    ...stage 2 -creates buy orders based on certain criteria (fdv, volume, transactions etc) and sends order from solana wallet please tell me in general how you would go about this so i know you are suitable for the task? I'm seeking a proficient coder, experienced with Python or Java, to create a system that integrates with Solscan API to provide real-time updates and send Telegram message and second part of project a buy order ideally based on certain criteria. ideally stage 1 completed in two weeks. Key Requirements: - Proficiency in Python or Java programming - Prior experience with API integration, notably Solscan - Ability to deliver the project in two weeks The selected freelancer will demonstrate a solid understanding of creating real-t...

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    ...educational content targeted at teenagers. Key Requirements: - Experience in designing augmented reality environments for educational purposes - Proficiency in using C# as the primary programming language - Understanding of teenagers' learning habits and preferences Responsibilities: - Design an appealing and interactive augmented reality environment for teenagers - Incorporate language-based educational content that effectively engages and educates the target audience Ideal Skills and Experience: - Proven track record in designing successful augmented reality games for educational purposes - Proficiency in C# and its application in augmented reality - Strong understanding of teenage learning behavior - Prior experience ...

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    I require a specialist in running code that is based on AI/ML, specifically ResNet MobileNet, and other nature-inspired algorithms on my Windows laptop. The expertise required: - Extensive experience with Python, the programming language the code is written in. - Robust knowledge in machine learning and AI. - Familiarity and experience with Windows OS and optimization thereof for machine learning code execution. - Understanding of Predictive modelling, the primary outcome goal of the code. The goal of this project is to have the code successfully run and produce the expected Predictive modeling results. Be prepared for minor troubleshooting and optimization to make that happen within the Windows OS environment.

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    The course link on is: /ou/course/java-se-17-programming-complete/106874

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    I'm in need of a Python script that can crawl through a list of websites provided in an Excel file and export all the webpages it finds into a new Excel file. This task is aimed at scraping the entire content of the websites, not just a specific piece of information. Key Requirements: - The script must be able to read a list of websites from an Excel file. - The script should use natural crawling mechanisms, not sitemap, to find all the webpages on each website. - All the webpages found on the websites should be exported into a new Excel file. The purpose of this script is to aid in analyzing the content of these websites, so it's crucial that all pages are scraped. Ideal Skills: - Proficiency in Python programming, particularly web scraping...

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    I have a script written in AHK for Windows. I would like this script to be rewritten for MacOS using Python. In order to ensure that the MacOS script is as close as possible to the original Windows script, the sound functionalities need to be replicated exactly. doesnt have to be python if u know something easier and simpler to maintain i dont care Key Skills Needed: - Proficiency in Python - Experience with MacOS scripting - Understanding of AHK (previous experience with this language would be beneficial) - Proficient in sound control within scripting The ideal candidate for this role would be someone who has a good understanding of AHK and Python, and is able to adapt the sound functionality of the AHK script to MacOS, while keeping the original features a...

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    I need an experienced C# developer to create a WhatsApp number filtering tool for personal use. The tool should have the following features: - Number Filtering: The primary function of this tool should be to check if a given number is registered with WhatsApp. This is a simple, yet crucial function for my personal use. I'm looking for a tool that is efficient and as high-speed as possible. I also want the source code to be accessible to me, as this will be for personal use. This project is relatively simple in terms of requirements, but it demands a high level of accuracy and speed in checking the numbers. The tool needs to be user-friendly and easy to operate. Experience with similar projects will be a plus.

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