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    2,000 need python programmer δουλειές που βρέθηκαν, με τιμές EUR

    I need an experienced Python programmer to convert my existing Python function. The original function, using Selenium, extracts JSON requests from a designated website that employs small redirects before enabling access. • Task: Conversion of a Selenium-based Python function into a request session. • Key Experience: While a general knowledge of Selenium and web scraping can be useful, the task requires a deep understanding and experience in Python programming ans SMAL security. Freelancers willing to undertake this project should emphasize their Python experience, among other qualifications, in their application particularly on how to handle saml redirects. Understanding of handling JSON requests will be an added advantage.

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    I'm seeking a skilled CNC machine programmer to create the STL file for CNC machining. The product coming from the CNC machine will be several large panels in solid wood - approximately 2.5ft x 10ft panel featuring a wave design. Attached is a sample of the wave pattern. Your role will be to create the file so that the CNC machine operators can geed this in the machine to produce the panels. I look forward to collaborating with a committed freelancer who values high-quality craftsmanship and delivers exceptional work.

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    I am seeking he...own distinct description. Main tasks: 1. Autolist products on Facebook 2. Auto-reply to inquiries uniquely for each product Skills & Experience needed: • Proficiency in PHP, Python, or comparable scripting language • Familiarity with Facebook API • Professional experience with Autolisting and Auto-reply scripts • Knowledge of e-commerce product management • Strong understanding of product-specific responses Your solutions should streamline our operations and offer a higher level of customer engagement. The auto-reply script needs to be written in line with each product's unique description. Ultimately, we need to automate and personalize our Facebook Marketplace procedures successfully. A demonstration of similar proje...

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    I'm currently working on a programming project and I'm in need of a skilled programmer to provide me with some much-needed assistance. Unfortunately, I didn't specify the programming language, tasks needed, or the overall goal of the project when posting this job. I'm looking for a programmer who can help guide me through my project, provide some coding assistance, and help me understand and implement the solutions. Key Skills: - Strong programming skills in various languages (preferred Python, JavaScript, Java) - Ability to troubleshoot and debug code - Good communication to explain complex programming concepts in simple terms. If you're a patient, experienced programmer who can help me see this project through, please reac...

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    I am looking for an Odoo specialist to revamp my existing system. I have already installed and set up Odoo 17 and need an expert who can both modify existing modules and add new ones. Your role involves: - Assessing the current modules and suggesting necessary modifications. - Developing and implementing new modules as required. - Optimizing the overall system performance. Skills & Experience: - Proficiency in Odoo 17, Python, and PostgreSQL. - Proven experience in Odoo modules development. - Ability to identify and solve system issues. - Strong problem-solving and communication skills. - Knowledge of different Odoo modules and their functionalities. Your goal should be to enhance our system to improve its performance and align it with our business requirements.

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    I need a Python developer who can create a script to scrape news in JSON format from moneycontrol at a specified interval and store it in a database. Key Requirements: - Develop a Python script to scrape news in JSON from moneycontrol - Automate the scraping process at a specified frequency - Ensure the scraped news is stored in a database Ideal Skills and Experience: - Proficiency in Python - Experience with web scraping using BeautifulSoup or Scrapy - Knowledge of working with JSON data - Familiarity with databases and data storage - Previous experience in similar projects would be a plus Please note: The project does not have specific requirements for news categories or keywords at the moment. The focus is on extracting news in JSON format and storing it i...

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    I need an experienced Python programmer to modify an Instagram comment script I already have. The modifications will primarily focus on comment targeting specificity. Key project tasks: - The script already logs in to multiple Instagram accounts, provided in a file, and writes comments. This functionality is to be preserved. - The main edit entails tailoring the script to target specific user accounts. I want the script to focus its commenting on these specified accounts. - The usernames of these particular accounts will be provided in a file. You must incorporate this file into the script logic to direct commenting activity. Ideal skills for this task: - Proficient in Python scripting. - Previous experience in working with Instagram's API is pre...

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    I'm in search of a skillful programmer with a solid background in Pine Script language and a good understanding of TradingView's indicator functionalities. The main task is to build a custom indicator that includes Bollinger Bands, Exponential Moving Averages (EMA), and Relative Strength Index (RSI). Key Requirements: - Apply two EMA's within the main window. - Bollinger Bands should also be displayed in the main window. - Integrate Stochastic Oscillators with the above-mentioned two EMAs and RSI below main window This script should also allow specific customization aspects: - Setting the EMA period. - Modifying the Bollinger Bands period. - Adjusting the Bollinger Bands standard deviation. -adjusting %K&D,slowing,price field,method&level -ad...

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    Next js and Django CRM Development Έχει λήξει left

    As an individual who is anticipating the development of a comprehensive and efficient CRM system, I'm seeking a skilled programmer with extensive experience in Next js and Django. The system needs to bolster my business by facilitating: - Customer Management - Task Management - Reporting and Analysis - Comprehensive Accounting - Inherent Billing Solution It's crucial that the system seamlessly integrates with existing office applications and third-party billing software. Your proficiency in integrating software systems will be a deciding factor in this project. Your inventive approach combined with compatible experience stands a chance to fulfill this task to the optimum.

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    I am looking for a PERL, HTMX, MYSQL programmer who can help me with an intermediate level project. The ideal candidate should have experience in these areas and be comfortable starting a project from scratch. I will give you a dump from my MySQL table. From which I need an interactive HTML interface, based on Perl, HTML, HTMX to this table. I need to be able to search, add, edit and delete entries as well as combine two entries into one, all via one HTML::Template file with a single perl script as interface to the MySQL table. I do want an active submit button for all changes, as well as a single interactive upload button for each field of the MySQL table. also each field needs to be validated via a given specification. All code needs to be well documented and comment...

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    I am seeking a skilled developer to integrate a custom data source into Tradingview charts in real-time. I’ve attached a screen shot pointing with yellow arrow the area on the pane where i want my custom data to be displayed. Process is as follows ; 1.) Fetching Data: Using Python to fetch data from the API endpoint periodically. 2.) Formatting Data: Extract relevant numerical timeseries data from the API response and format it into a structure compatible with the "Plot Custom Data" indicator on TradingView. 3.) Inputting Data into TradingView: Utilize the TradingView REST API to update the settings of the "Plot Custom Data" indicator with the formatted data. Please check the following on tradingview to get clear idea - Trade-o-Scope: Plot Custom Da...

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    BioMedical Engineer Έχει λήξει left

    If you are good in python or Matlab and willing to work with me on something interesting. Apply Please

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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 efficiently.

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    I'm seeking an experienced Java developer, ideally with exposure to the trading industry. Though I couldn't specify the type of trading experience, any kind would certainly be a plus. Despite not providing detailed project objectives, I'm confident such expert will inhere...confident such expert will inherently understand typical tasks in this field. This could include creating automated trading strategies, building a platform, integrating APIs, and so forth. Here are the primary aspects I'm looking for: - Strong Java programming skills - Previous experience in a trading domain - While technology stack specifics aren't set, proficiency in commonly used techs like Python and Node.js would be beneficial. If you believe you suit this role, I'd be excit...

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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. Please, o...

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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 efficiently.

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    I need a FullStack developer who shines in JavaScript, Python, and Ruby. You should have proven experience working with React, Angular, and Django. Your role will involve the following: - Developing quality code using JavaScript, Python, and Ruby - Building robust applications using React, Angular, and Django - Implementing essential features including: - User Authentication - Payment Gateway Integration - Real-time Chat Ideal candidates should possess a deep understanding of FullStack development. My project seeks someone with a knack for problem-solving, attention to detail, and a commitment to creating feature-rich, user-friendly applications. Is this you? Bid now!

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    I'm looking for an experienced C programmer to create an IEC-104 slave application from a Modbus TCP/IP implementation done in C for Linux. This application will run on Debian and will be primarily used for monitoring and logging purposes. Key Deliverables: - Develop IEC-104 slave application - Implement monitoring and logging functionalities - Ensure seamless integration with existing Modbus TCP/IP implementation Ideal Skills and Experience: - Proficiency in C programming - Experience with Linux, particularly Debian - Prior exposure to Modbus TCP/IP and IEC-104 protocols - Strong understanding of monitoring and logging systems - Ability to deliver clean, efficient and well-documented code If you have prior experience in similar projects or have a strong background in indu...

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    Full Stack Web Developer Needed Έχει λήξει left

    I am in need of an experienced web application developer who can help bring my project to life. The ideal candidate should have a strong background in front and back-end development, with a focus on the following key areas: Key Project Details: - User Authentication: The application should have a secure user authentication system, ensuring that only authorized users can access specific features. - Database Integration: A robust database backend is essential for this project. The developer should have experience in designing and working with databases to ensure optimal performance. - Payment Gateway Integration: The successful candidate will be responsible for integrating a payment gateway into the application, ensuring smooth and secure transactions. Desired Skills: - Proficient i...

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    PLEASE DON'T BID IF YOU CANNOT WRITE EXCEL MACRO TO 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

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    I require an experienced Unreal Engine programmer who can add the multiplayer functionality to my existing racing game. Here's a brief rundown of the functional features we need: - Matchmaking system: Implement a robust, efficient system where players globally can be paired depending on their skills, allowing for competitive gameplay. - Steam compatibility: The game must seamlessly connect and function with Steam's multiplayer features. The ideal freelancer for this project should have previous experience in developing multiplayer environments within the Unreal Engine, specifically racing games. Expertise in integrating matchmaking systems and understanding cross-platform compatibility, especially with Steam, are crucial. Proven experience in these fields wil...

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    Marketplace b2b immo Έχει λήξει left

    ...Utilisateurs** : Inclut l'inscription, l'authentification, et la gestion des profils. - **APIs pour l'Intégration** : Connexion avec d'autres systèmes pour la vérification et la mise à jour des données immobilières. ### Technologies Suggérées - **Frontend** : React ou Angular pour une interface riche et interactive. - **Backend** : Node.js avec Express pour la gestion des requêtes serveur, et Python pour les calculs de données complexes. - **Base de Données** : PostgreSQL ou MongoDB, selon les besoins de structuration et d'accessibilité des données. - **Sécurité** : Mise en œuvre de protocoles HTTPS, authentification JWT, et encryptions des donn&...

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    We are seeking a highly skilled Python developer with expertise in Microsoft 365, Azure, and Selenium automation to develop a sophisticated account management and reporting system. This project involves integrating Microsoft 365 with Bitwarden or a secure credential management system, automating user account management, and implementing Selenium scripts for login verification and automated reporting from web portals. Responsibilities: Integrate Microsoft 365 and Bitwarden APIs to automate the creation and management of user accounts and secure credentials. Develop and maintain Selenium automation scripts to validate logins and pull reports from web portals. Implement robust error handling and reporting mechanisms for failed logins and other issues. Schedule automat...

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    AWS Lambda and Python Έχει λήξει left

    I need Lambda/Python code to update the Log Subscription filter. Chat GPT doesn't work. The problem is when you "put_subscription_filter" it creates the second one but doesn't delete the first one. I need the code to delete the first data from STack and create a new Filter. Everything running from Cloud Formation stack. (In example I attached there is no delete the previous filter it is creating the second one)

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    I'm in need of a skilled backend developer to build the foundation of a new system using Python with Flask. Due to my busy schedule, I'm outsourcing this task to ensure it's handled with the utmost professionalism and efficiency. Key Responsibilities: Develop a production-ready Flask application. Implement automatic database migrations and manage the database using SQLAlchemy ORM. Securely store sensitive information using .env files. Structure the application with clear folder organization, including directories for services, templates, controllers, models, schemas and middleware. Create a user registration system that captures simple data such as email and password. Develop a content management system that dynamically serves page content based on language se...

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    ...patterns in the rhythms and melodies typical of the tarantella dance. TouchDesigner Setup: Establish a TouchDesigner project that will serve as the platform for displaying audio data. Python Scripting in TouchDesigner: Write Python scripts within TouchDesigner to import and utilize data extracted from the AI analysis. Creation of Custom Operators: Employ CHOP (Channel Operators) to manipulate audio data in real time and TOP (Texture Operators) to display associated visual elements. Deliverables: A fully functional TouchDesigner project incorporating both audio-visual and interactive elements. Complete Python code for developing AI models and processing audio. A fully operational web-based platform to display the interactive audio-visual content. The project sho...

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    We're looking to integrate a Python script into our MySQL database to perform data analysis.: - Primary Task: The script's main responsibility will be to filter our data based on specific conditions. - Data Interactions: The script will predominantly be running operations on numerical and textual data. We're interested in candidates with a strong background in data analysis using Python and MySQL. Expertise in scripting languages, especially Python, is vital. Familiarity with MySQL is crucial as well - you should be comfortable working with numerical and text data within these databases. Efficiency, accuracy, and attention to detail are key for this task.

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    ...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, uint32_t data); Once you've made the wrapper, we'd like you to make a Python script which calls the Python...

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    Generate Exe from Python Source Code and How to Backup Files from Pythonanywhere. I need someone who can just put the Icon on the Code of Python and generate the EXE from Python Code and also how to backup all files from PythonAnywhere.

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    Python Backend Developer Needed Έχει λήξει left

    I'm in need of a skilled backend developer, particularly experienced in Python, for an ongoing project. The ideal candidate should: - Have a strong background in Python - Be proficient in database management, API integration, and server configuration

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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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    I'm in need of a Machine Learning developer who has proficient skills in Python. The project is specifically based around a computer vision task. I need assistance with the following: - Correcting my current code base: I have already developed some code for Handwriting Character Recognition but I am facing some bugs and errors that I can't seem to resolve. Therefore, your primary task will be to correct these issues in the existing code. The project centers around: - Handwriting Character Recognition: This is essentially a computer vision task and so experience in this area is a must. The final code should be able to: - Recognize handwritten characters that are presented to the system. It's important that you have: - Strong proficiency in Pyth...

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    I'm looking to build a loyalty app that can be utilized across multiple industries. While I've missed providing specific features, target audience, and user interaction details, my aim is to create a versatile SaaS solution. with same idea in Key requirements: - Development of a user-friendly, scalable, and secure loyalty SaaS platform - In...Integration with Apple wallet and Samsung pay The ideal freelancer for this project would have: - Proficiency in SaaS software development, particularly within the loyalty sector - A strong understanding of various businesses and customer needs - Experience in creating versatile and scalable platforms - Ability to provide user-friendly and intuitive interfaces. we recommend use php or python or node js for backend

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    ...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, Angular, Vue.js). - Proficiency in backend programming, particularly with Node.js or Python. - Strong understanding of RESTful API design and development. - Experience working with cloud services (AWS, Azure, Google Cloud). - Skills in data analysis and machine learning are a plus. - Proficiency in database management, especially SQL and NoSQL databases. If you are passionate about technical innovation and want to be part of a team striving to change e-commerce, pl...

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    Software Application Development Έχει λήξει left

    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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    Dark/Light Toggle Icon for Website Έχει λήξει left

    I'm looking for a skilled programmer to add a dark/light toggle icon feature into the documentation section of my website. It's a MERN stack website, and the primary purpose of this feature is to enhance readability. Ideal candidates for this project should: - Have experience with MERN stack - Demonstrate previous relevant work in their proposal Please include samples of your past work in your application. Thank you!

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    I need a Python developer who can create an automated IME barcode system. The system should handle bulk entries and generate images. Barcode experience is essential for this project. Key Requirements: - Handling of Code 128 and IMEI barcode types - Generating barcode images in PNG format - Capability to handle bulk entries, preferably through CSV file uploads The ideal candidate should have: - Proficiency in Python - Experience with barcode generation and handling of bulk data - Familiarity with handling CSV files in Python This project is suited for someone who is detail-oriented and has a strong understanding of automation and barcode systems. Please apply if you have the required skills and experience.

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    - I require someone proficient in Python and knowledgeable about Software Defined Radios (SDR), specifically the BladeRF unit. - The task will require to estimate the direction of arrival of a reflected wave generated from the BladeRF, which on reception will be required to run on a platform and generate a plot on a compass depicting the angle

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    As a driven individual, I'm seeking an experienced software developer who can build a sophisticated algo trading software. Key Requirements: - Proficiency in Python and Java. Your proven experience in these languages will be crucial to the development of this software. - Openness to both web based and desktop applications. As I am still in the deciding phase, we can discuss which approach best suits my needs during the proposal phase. - The software must include automated trading strategy execution and risk management tools. Your understanding and experience in these aspects will be paramount. Looking forward to a successful collaboration.

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    Reinforcement Learning -- 2 Έχει λήξει left

    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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    I need a skilled programmer proficient in GPT API and Python to build an efficient tool. This will analyze numerous English business service reviews and develop a concise summary in bullet points, focusing primarily on the major points. These summaries should distill the key aspects into 300 words or less. The main purpose of these summaries is to highlight the essential insights of the reviews, enhancing the reader's comprehension and minimizing their reading time. Ideal candidates should have: - Advanced experience in GPT API and Python. - A portfolio displaying similar language processing projects. - An aptitude for distilling large volumes of text into clear, concise points. - Familiarity with analyzing business service reviews.

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    I need an expert WordPress programmer who can create custom functions for my website. Currently, I need to fix two things: I have a list of offers in the hotel tab of each individual hotel, and I want to open them using a custom button rather than the native link of the accordion. If I post an offer for a hotel, that offer should only be visible for that specific hotel. However, at the moment, it is shown in all hotels, even though I select the hotel to associate these offers with from a select box in the control panel during the posting phase. This involves creating custom queries for WordPress. I usually use PHP/MySQL, but for this new version of the site, I am using WordPress. The total budget is 15 USD it's not a demanding job for an expert. I am attaching...

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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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    Advanced Java and C Programming Έχει λήξει left

    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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    ...can help me with a project that involves identifying patterns in customer behavior data. Key Requirements: - Proficiency in Python for data analysis - Extensive experience working with customer behavior data - Ability to create and present insights using visual charts Tasks Involved: - Importing and cleaning the provided customer behavior data - Applying appropriate data analysis techniques to uncover patterns(classification problem) - Presenting the findings through visually engaging charts The ideal candidate would have a strong background in data analysis and visualization techniques, especially in the context of customer behavior data. Experience in using Python libraries for data manipulation and chart creation is also essential.

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    I'm in need of an Expert Excel programmer to help design a user-friendly Excel sheet focusing on stock and ledger management. Specifically, I'm interested in: - Incorporating Automatic Calculations: The ideal candidate should be able to create a system that automates complex calculations based on data inputs. - Dropdown menus: The sheet should offer an easy interface with dropdown menu options for hassle-free data inputs and editing. - Linking Stock and Sales: The sheet should be designed in such a way where the inventory updates automatically from sales data. So, a keen understanding of Excel's data integration and interconnection capabilities is necessary. - Essential Data Fields: My Excel sheet needs to include specific data fields like stock name, quantity...

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    Python Warehouse Management System Έχει λήξει left

    I am in need of a Python developer to create a bespoke frontend for a warehouse management system. The system should primarily focus on Inventory management and Warehouse overview. Essential Functionalities: - Inventory Management: The system should allow for the easy management of inventory. - Warehouse Overview: An overview of warehouse status and stock levels should be clearly available. User Interface Design: - List View: I envision the inventory management interface as a list view with search and filter options for easy access and manipulation of data. Ideal Skills and Experience: - Proven experience in Python frontend development - Strong understanding and experience in Inventory management systems - Proficiency in creating user-friendly UIs with search and fi...

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    ...-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-time updates using APIs. Knowl...

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