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    I am in urgent need of Hadoop/Spark developer who is proficient in both Scala and Python for a data processing task. I have a huge volume of unstructured data that needs to be processed and analyzed swiftly and accurately. Key Project Responsibilities: - Scrubbing and cleaning the unstructured data to detect and correct errors. - Designing algorithms using Scala and Python to process data in Hadoop/Spark. - Ensuring effective data processing and overall system performance. The perfect fit for this role is a professional who has: - Expertise in Hadoop and Spark frameworks. - Proven experience in processing unstructured data. - Proficient coding skills in both Scala and Python. - Deep understanding of data structures and algorithms. - F...

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    ...display a PDF file in full screen. This standalone EXE file should exist in the same directory as the pdf file itself. This application needs to be: -Compatible with the Windows operating system. -Incorporate user-friendly features like zoom controls and page navigation buttons. -Include a bookmarking feature for easy reference. This app would be a special pdf viewer file. Let us suppose, I have multiple pdf files in the same folder as the app, and with names that are prefixed with a number, eg. , , , .... When I run the app, it should be able to detect the presence of all the pdf files described above. The app should have 2 pairs of buttons, eg. Prev_file/Next_file & Prev_page/Next_page. Using the Prev_file/Next_file buttons, we ask t...

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    Python Project 3 days left

    I need support for day to day python project Skills req: Python, AWS cloud, Pandas Need longterm support

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    ...experienced developer to build a server-based application for automatically securing delivery blocks offered through the Amazn Flex platform. The goal is to programmatically monitor for and secure time slots before other users are able to manually. Drawing from examples like Compinche, Flexbee, and Thunderflex, the solution should incorporate web scraping and notification capabilities to effectively grab blocks in a timely manner. Professional proficiency working with similar programs that automate processes through APIs or web monitoring is required. Strong Python or similar scripting skills are necessary to develop the network-level monitoring and response automation required to outpace manual reservation. Solid website development expe...

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    I'm in need of a simple Python developer, with a flair for user interface and mobile responsiveness enhancement. A previous experience in similar role is a plus. You will be enhancing the mobile responsiveness of my existing Python project. Although no particular feature has been marked for improvement, a professional appraisal to identify and correct any feature that may hamper smooth mobile responsiveness is required. You are also free to suggest value additions. Relevant skills: - Proficiency in Python development - Proficiency in mobile responsive design - Solid background in UI/UX design - Ability to independently identify problems and fix them - Ability to suggest value additions.

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    Python Assistance 3 days left
    VERIFIED

    I'm seeking assistance with a Python task. - It involves a piece of Python work - The goal is to complete the task efficiently - There's no specific library or framework required I'm looking for a skilled Python developer who can help me with this task. The ideal candidate should be proficient in Python programming, have a good understanding of programming concepts, and be able to efficiently solve Python problems. Your job will be to understand the task at hand, suggest solutions, and possibly implement them. Your assistance will help bring this Python task to a successful completion.

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    I am seeking a proficient Python and Java programmer to develop a desktop software for me. Key Responsibilities: - Software development utilizing Python and Java. Ideal Skills and Experience: - Proficient with OpenAI and creating queries with api - Flask or similar backend with javascript, etc, front end - Microsoft Azure deployment - Working with database - Proficiency in Python and Java programming languages. - Extensive experience in software development, specifically desktop applications. - Strong problem-solving abilities and attention to detail.

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    Project Overview: We are seeking to develop an automated trading system that enables the execution of trades for new cryptocurrencies across multiple blockchain platforms including BASE, Solana, and Binance Smart Chain (BSC). The system will facilitate automatic trade execution based on predefined parameters, manage transaction details via a MySQL queue, and communicate transaction results to a specified callback address. Key Responsibilities: System Design: Design a robust architecture that can handle trade data input, processing, and output efficiently with high reliability. API Integration: Integrate with various decentralized exchanges (DEXes) APIs to execute trades on BASE, Solana, and BSC. Database Management: Implement a MySQL database to q...

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    as per communication, transfer data from DPF to excel.

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    ...creation. Key Requirements: * Proven expertise in Python, JavaScript, Java, RPA and automation, with hands-on experience on relevant projects. * Ability to provide detailed project proposals - the success of our collaboration heavily depends on this. * A broad understanding of the software development landscape, and a strategic competence in identifying and securing viable projects - your proficiency in this will make us a perfect team. Experience: If your experience includes winning bids and securing technology-focused projects in a competitive market, you're the one I'm looking for. If you have a portfolio showcasing successful project proposals which led to significant software development projects, that's even better. You need to have a...

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    I'm in need of a seasoned IT specialist with diverse skills. Key Responsibilities...IT specialist with diverse skills. Key Responsibilities: - Website Development: You should be able to create websites from scratch, maintain them, and make necessary updates. - Data Analysis and Reporting: Experience in data analysis and reporting is crucial for this role. - Network Setup and Maintenance: You'll be responsible for setting up and maintaining our network infrastructure. - Software Development: A good grasp of various programming languages and technologies is necessary. Skills & Experience Required: - Proficiency in Python, Java, C++, Ruby, PHP, SQL, Dart, React.js, and javascript - Experience in project management - Strong background in software engineering Loo...

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    I am a beginner in Python looking for one-on-one tutoring sessions to help me understand the language's syntax and basic concepts. Key Requirements: - Patient and understanding tutor who can break down complex concepts into simpler terms - Proficient in explaining Python's unique syntax - Encouraging and able to provide constructive feedback Ideal Skills and Experience: - Proven experience in tutoring Python for beginners - Strong understanding of Python's syntax and basic concepts - Excellent communication and teaching skills Please note that I'm not looking for project-based learning or written guides, but rather interactive tutoring sessions where I can ask questions and receive immediate feedback.

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    I am in search of a proficient Odoo programmer capable of handling a variety of tasks such as custom module development, database migration, and ERP configuration. i have i am changed github project to new project i took backup for my data from old project and now trying upload this data on new project but i face some problems for example my old data not working so i need restore my old data on new project on Required Skills & Experience: - Highly skilled in Python, JavaScript, and XML - Extensive experience in custom module development and database migration - In-depth knowledge of Odoo's ERP system. Only those with a sound understanding of these requirements and necessary experience should apply.

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    I am actively seeking a capable developer to perform a full porting operation from Arduino-Pymite to cc65 for Commodore 64. Notably, the step requires a comprehensive skill set: - simplified version - original version • Proficiency in the usage of cc65 and familiarity with Pymite. • Exceptional attention to details to achieve full compatibility between Arduino-Pymite and cc65 for Commodore 64. • Ability to exhaustively test and debug for optimal performance. As I have not started to work on this, it's essentially a from-scratch operation. Moreover, full compatibility between Arduino-Pymite and cc65 for Commodore 64 is a non-negotiable requirement. Fortunately, I will be providing all necessary

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    If you're a skilled full-stack developer with Python (Flask), Vue3, Docker and an AWS account, then this is the job you've been looking for. If you're associated with an agency, this is not the job you've been looking for - we are only interested in independent freelancers. No one associated with an agency will be considered. We have a rare opening for a full-time, long-term position working on a variety of projects both in-house and for clients. Our agile approach means that you can work pretty much whenever you like since getting things done is more important than simply showing up. You'll be working with and on our standard architecture, which is Vue3 + pinia on the frontend and Python + Flask + Docker on the backend. Please note that this posi...

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    I have an already built model in Python that needs a few improvements. The code is ready, but I need a professional to help me optimize the code and enhance its accuracy. The ideal candidate for this project should have: - Experience in working with Python-based models - The ability to review and optimize existing code - A track record of improving model accuracy - A good understanding of data science and machine learning Your application should highlight your relevant experience and provide insights into how you'd approach this task. I'm looking to have a zoom meeting as soon as possible for a discussion on the points that need improvement in the model.

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    Greetings, I require comprehensive support in creating UX write-ups for my fitness mobile app and website, STAMIN. This would demand expertise in the following areas: - Wireframing and prototyping - Information architecture and navigation design - User testing and feedback collection The task incorporates around 10-20 screens/pages and various core features that include: - User Registration/Profile Creation - Workout Tracking - Meal Planning - Workout Schedule - Payments - Find Fitness and Sport Clubs Ideal candidates would have previous experience in UX design or write-up, particularly within the fitness application or website domain. Please review the app, provide a brief proposal with an estimation of cost and time frame. The proposal should also include how your skil...

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    I have a 2D image that I'd like to convert into a basic 3D image for visualization purposes. Key Requirements: - I need the 3D image in a basic form as the original image itself is quite simple. - The purpose of this 3D image is purely for visualization. Ideal Skills and Experience: - Proficiency in 3D modeling, particularly in creating basic 3D models. - Experience in creating visualization 3D models. - Ability to work from 2D images and convert them to 3D models.

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    I have a 2D image that I'd like to convert into a basic 3D image for visualization purposes. Key Requirements: - I need the 3D image in a basic form as the original image itself is quite simple. - The purpose of this 3D image is purely for visualization. Ideal Skills and Experience: - Proficiency in 3D modeling, particularly in creating basic 3D models. - Experience in creating visualization 3D models. - Ability to work from 2D images and convert them to 3D models.

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    Hi, I will need an expert in OS with knowledge of C or Python, to do some very simple tasks for creating a simple language. Analytical details in chat Budget: $30 USD for 1 task, $60 USD for 2 tasks $ 90 USD for 3 tasks Deadline for first task: 19/4 Deadline for the 2 other tasks 26/4

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    ...experienced developer to join our team and help build a cutting-edge cryptocurrency platform. As a Cryptocurrency Platform Developer, you will be responsible for designing, developing, and maintaining our platform, which allows users to seamlessly receive, convert, and manage various cryptocurrencies. Responsibilities: - Design and implement secure and scalable systems for handling cryptocurrency transactions. - Integrate with external networks and APIs to facilitate seamless fund transfers. - Develop algorithms for automatic currency conversion and deposit crediting. - Ensure compliance with relevant regulations and security best practices. - Collaborate with cross-functional teams to define requirements and implement new features. - Optimize platform perfo...

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    ...troubleshooting Jasmin SMS Gateway within my existing Python-based systems. Key Responsibilities: - Configuring the Jasmin SMS Gateway to ensure its optimal performance. - Integrating the gateway with our existing Python systems. - Troubleshooting any issues that may arise during the integration process or in ongoing operation. The primary goal of this integration is to automate SMS notifications. Hence, your expertise is crucial in ensuring this process runs smoothly. Ideal Skills and Experience: - Proficiency in configuring and troubleshooting the Jasmin SMS Gateway. - Extensive experience in integrating SMS gateways with Python systems. - Strong problem-solving skills to address any unforeseen challenges. - Excellent communication to...

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    ...seeking an expert in data mining who is proficient in using Python libraries such as BeautifulSoup. Your task is to scrape names and contact details from numerous business directories. Ideally, you will have: - Experience using Python for web scraping, especially with BeautifulSoup. - An understanding of different business directory structures and the ability to adapt your scraping methods as necessary. - Exceptional attention to detail to ensure all data scraped is accurate and relevant. - Respect for the privacy and ethical standards associated with data extraction. Your role will involve: - Identifying key data on business directories: primarily names and contact details. - Creating efficient, reusable, and reliable Python code ...

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    Crypto Algo Trading - Python 3 days left
    VERIFIED

    I am looking for a skilled programmer with experience in algo trading using Python - preferably with experience with crypto exchange API. I already have a specific strategy in mind, so I would like someone who can work with me to implement it. Ideal skills for this job include proficiency in Python and experience in API trading. I am looking for a programmer who can work with me on a long term basis with support. Details can be discussed.

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    I'm in need of an very experienced and talented web app developer to create a cutting-edge Software as a Service (SaaS) platform. The primary goal of this project is to establish a robust, scalable solution for my business that manage the offer and distribution of financial products like Bonds among players in financial markets. Key functionalities: - User Management and Authentication: The webapp will be required to manage and authenticate user information from 3 different profile as well as to manage the new user onboarding process in some steps like the pre registration, e-mail confirmation and admin platform release and competition of registration.A seamless user experience is paramount. A figma will be provided to help illustrate this flow. ...

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    I need a talented Python developer with Selenium expertise to create automated scripts for a series of complex web tasks. Key responsibilities: - Writing Python scripts to automate complex web interactions that include conditional logic - Ensuring the scripts are reliable, efficient and scalable Ideal skills and experience: - Proficiency in Python - Solid understanding of Selenium - Experience in developing automated scripts for complex web tasks - Knowledge of best practices for writing efficient and maintainable automation scripts - Good understanding of web technologies and how they interact, including conditional logic The successful candidate will need to demonstrate their ability to deliver high-quality, robust and scalable solutio...

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    ...libraries if your answer is not a bot. I'm looking for a skilled freelancer to help me incorporate an English-Arabic translation feature into my Python code. The translation needs to be done using the Llama-7B model, and it must return all answers in real time after processing chunks of text. Key Project Requirements: - The translation should be done using machine translation methods, without utilizing online translation services. - The primary purpose of this integration is to enable real-time communication through the Python code. - The Llama-7B model integration should focus on enhancing the speed of response, as this is critical for the success of the project. Ideal Skills and Experience: - Strong background in Python programming a...

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    I need a Python expert who can quickly extract text data from JSON and pickle files and deliver it in a format that's convenient for me. The extracted data should be: - In a format that's easy for me to read and work with - Ready for further analysis or processing I prefer the work to be done as quickly as possible. Experience with data manipulation, file handling, and Python is a must.

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    I need a Programmer who is well-versed in the sidereal time system to create an Excel sheet that provides the planetary positions in Vedic Astrology of Sun, Moon, Mercury, Venus, Mars, Jupiter, Saturn, Rahu, and Ketu. The final deliverable should have the planetary positions presented in degrees, minutes, and seconds format and zodiac placement of planet and if the planet is retrograde or not. Successful applicants should provide examples of their past work in Vedic astrology, especially on planetary positioning. A detailed project proposal would also be well appreciated. Ideal skills and experience for the job include: - Programming skills of C, C++, Python or Java and a bit of Vedic astrology knowledge, particularly on planetary positions - Proficiency in Excel - Exper...

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    ...Full Stack Web3 Developer to join my project. Although I didn't specify which programming languages are required, having knowledge or experience in JavaScript, Python and Solidity will be a huge advantage for this project. Ideal Skills and Experience: - Strong experience in Full Stack Development - Familiarity with Web3 stack - Proficiency in JavaScript, Python and Solidity Though I've missed providing the details on what to include in the application or the preferred frameworks or libraries, having experience or competence in React, Angular and Vue.js would be beneficial. You're encouraged to provide information about your past work, overall experience and a detailed project proposal when applying. Get in touch if you're ready...

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    Software will listen to some tcp messages. When the message arrives, decode the message. Write the encoded message in a mysql table. Write the decoded information in 2 tables. Total fields to be decoded is less than 10. We provide the NodeJs version (attached) of the decoder, you will have to make the python version

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    As a client, I'm currently in need of a skilled Python Frontend Developer who specializes in creating and developing user interfaces. The scope of the project will be: - Developing user interfaces using Python in line with predefined design concepts. - Implementation should ideally be done using the PYTQ5 framework. - Timeframe for project completion is within a month. Proficiency in the PYTQ5 framework is critical, coupled with a strong grasp of frontend development and the ability to deliver quality user interfaces within the agreed timeline. The ideal freelancer will have demonstrable experience and a strong portfolio showcasing similar projects. You will find Design in file

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    ...and innovative AI Automation Developer to create a unique and interactive storytelling experience for our customers. Our company specializes in crafting exquisite perfumes, each with its own unique story and essence. We aim to enhance our customer engagement by offering a personalized story for each customer based on their selected fragrance. This project involves setting up an automation flow that generates a custom short story, complete with illustrations, narration, and background music, culminating in a playable video format. This video will be accessible to customers via a QR code scan, providing them with a bespoke narrative that intertwines their personality with the essence of their chosen perfume. Responsibilities: Design and implement an end-to-e...

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    ...looking for a competent developer experienced in automation to help me automate user interactions with a desktop application that lacks an API. this can be done in many of the following ways 1. Robotic Process Automation (RPA) RPA tools like UiPath, Blue Prism, and Automation Anywhere are designed for automating repetitive tasks on desktop and web applications. They can interact with applications at the UI level, mimicking human actions. You can use these tools to automate the login process by recording and replaying login sequences. 2. AutoHotkey (Windows) AutoHotkey is a powerful and flexible scripting language for Windows that allows you to create scripts for automating keystrokes and mouse clicks. You can write a script to focus the application ...

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    I'm looking for a Python expert who can develop a script that can take an image URL as input and return the OCR text response. The purpose is to extract numbers with a minimum of 4 digits from images, using only Free OCR tools. The desired output should be a JSON object. The script must support the JPEG and PNG formats. It's unclear how many digits the numbers in the images could have, so the code should be robust enough to handle variable digit lengths. Experience in optical character recognition (OCR) and handling JSON objects are crucial for this project. Specific requirements: - Python coding experience - Knowledge in OCR - Proficiency in handling JPEG and PNG formats - Experience in managing JSON objects Please see the attached images for a b...

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    For this project, I am looking for someone to help me store market data from Interactive Brokers API, specifically stock prices, into a MySQL database. Key requirements for the project include: - Api should be in either js or python - Experience with Interactive Brokers API: The freelancer should have a solid understanding of retrieving data from this particular API. - Proficiency in managing MySQL databases: As the goal is to store data in a MySQL database, experience in this area is a must. - Understanding of market data and stock prices would be beneficial to align the project goals and outcome successfully. I look forward to working with a dedicated professional who can seamlessly bridge the gap between the Interactive Brokers API and my MySQL dat...

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    The old Pic Configuration file needs updating. If this is the sort of project you can undertake, please let me know. I have an old configuration file that specifies a Pic12508. As it's an old file I have no idea as to the assembly language used. You can configure it on MPLAB 8.92 or MPLAB 6.20 I need this configuration file to be updated to run on a PIC12F508 preferred or 8-pin pic of your choosing. I will need from you: 1: Text file of the new configuration. 2: ASM file of the new configuration. 3: C file of the new configuration if so required. 3: Hex file for testing of this new configuration. 4: Full documentation on what IDE is used as to how this is configured.

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    I'm looking for a seasoned Python developer with specific experience in video analysis to create a script that can process a full mp4 video and identify the positions of a Color Checker card ( ). The idea is to scan each frame of the video, locate the Color Checker, and log its position. The final detection shall share the first frame, the intermediate frames and the last frame of ONE color checker card. Key Requirements: - The script should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - take a look here:

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    Currently, I'm working with Python Selenium and attempting to create a script that can consistently log in to websites like vfsglobal, such as "", every minute without triggering their IP blocking mechanism (which kicks in after about 5 attempts from the same IP). I've purchased proxies from and integrated them into my script, but unfortunately, they only seem to work for HTTP, not HTTPS. I'm curious about a solution to this problem. Is it feasible to set up a server (like Google Cloud or AWS) that utilizes a unique IP addresse for each request? Any insights you could provide would be greatly appreciated.

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    I'm seeking a skilled Python programmer to create a comprehensive Family Ancestry Tree generator from my PostgreSQL database. This project's main objective is to use the data for analysis. Therefore, the tree must be designed to facilitate easy data interpretation and discovery. Specifications: - The tree must visually demonstrate multi-to-multi relationships such as Biological, Marital, and In-Law relations. Examples of these are Father, Mother, Son, Daughter, Wife, Father-in-law, Mother-in-law, etc. Ideal Candidate: - Strong experience in Python or the latest programming technology. - Proficiency in database connectivity and operations, specifically PostgreSQL. - Background in data structures, particularly tree structure, is vita...

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    I'm in need of an experienced developer to create a custom API for the Quotex trading platform. Specifically, I am looking for someone who has expertise in API development. The API should have the following features: - Real-time market data streaming - Trade execution - Account balance retrieval - Comprehensive error handling with detailed error messages - High-performance optimization for fast execution - API calls should be fast Ideal skills for this project include: - Deep understanding of Python - Experience in designing and developing APIs - Background in trading platforms or financial services - Strong problem-solving skills - Ability to optimize for high performance Your primary goal will be to produce a reliable, error-free, and fast API that can...

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    ...designing a graphical user interface (GUI) or website to utilize Coinbase's Wallet API features for Bitcoin transactions that will be compatible with Windows. Project Specifics: - The main function of the interface is to perform the basic buy/sell operations of Bitcoin transactions. - Experience in integrating various APIs, especially Coinbase's Wallet API, is essential. - Familiarity with cryptocurrency, specifically Bitcoin, is beneficial, but not compulsory. Ideal Skills: - Proficient in working with Windows-based GUI or Web development. - Knowledge and experience with APIs integration, preferably Coinbase's Wallet API. - Understanding of cryptocurrency transactions, especially Bitcoin. -PHP, Python, C#, or Java Please ensure you are able to...

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    ...and skilled freelancer who can successfully install the 'Artifism - AI Content & Image Generator SaaS' from Codecanyon on my platform. Key tasks: - Primary task is to effectively customize the content within the script. - You will be required to integrate this script with other platforms. Knowledge and previous experience working with API integrations is crucial. Ideal skills and experience: - Extensive experience with Codecanyon scripts - Proficiency in API integrations - Strong understanding of Python, Flask, or relevant programming languages - Positive track record of altering script contents - You should be able to work independently and provide creative solutions. You'd be an awesome fit if you thrive in fast-paced environment...

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    I have a Python script that could use an upgrade with the 2Captcha API for solving FunCaptcha. I'm looking for a skilled Python developer who can enhance my existing script by integrating the 2Captcha API. The main task for the solver will be to successfully crack FunCaptcha. Key requirements: - Proficient in Python programming language - Experience working with API integration, particularly with 2Captcha - Ability to handle FunCaptcha You will be provided with all necessary API credentials and documentation for FunCaptcha solver. The ideal candidate should be able to work efficiently and be able to ensure that the solver works effectively as part of the script.

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    I'm currently seeking a software engineer to help with software development and bug fixing. The ideal candidate should be proficient in Java, Python, and C++. Key Responsibilities: - Software Development: The primary task will involve collaborating with our team to develop software. You should be capable of writing clean, readable, and efficient code in the specified languages. - Bug Fixing: You'll be responsible for identifying, troubleshooting, and resolving software issues as they arise. Ideal Candidate: - Proficiency in Java, Python and C++: It's essential that you can work effectively in all these languages. - Windows Development Experience: Our project is specifically for the Windows operating system, so experience with Windows developme...

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    The tasks involves modifications to my existing FIX( Financial Information Exchange) Message API code, which is written in both C# and Python. I need an expert who can apply advanced sorting methods to specific custom tags. - Focal Tags: The focus will be majorly on custom tags related to market data. Further details on the exact tags of interest will be provided. - Order of Sorting: Sorting of these market data tags should follow a specific sequence which will be defined by my broker. This is not your standard ascending or descending order but a unique set of criteria. - Required Skills and Experience - Deep expertise in both C# and Python programming languages - Proficient in FIX( Financial Information Exchange) Message API - Ability t...

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    I'm in need of a Python developer to create an efficient data analysis tool for me. The project will be executed on a Windows operating system. Skills & Experience: • Proficient knowledge in Python programming • Familiarity with cPanel and XAMPP is essential • Proven experience in data analysis will be crucial • Understanding of how to manage and process small to medium-sized data sets Main Task: • Design and build a Python application specifically geared towards analyzing small to medium-sized data sets It would be a plus if the freelancer is able to make the tool flexible to handle both small and large data sets.

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    I'm looking for a skilled python developer who can build a functional Telegram bot. This bot will include these features: - Message parsing and responses, enabling a fluid interaction with users. - Database integration, which is crucial for storing user data and other information. - Payment handling, to facilitate easy financial transactions. - A built-in order function, to streamline user orders. - The bot should also have the capacity to manage and present user balance systems. - Delivery of notifications to users is essential. - The bot should be able to send files as part of its interaction with users. If you're experienced in Telegram bot development and possess excellent Python programming skills, your expertise would be of g...

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    ...seeking a skilled Python developer proficient in web automation and scraping to assist with a project involving logging into vfsglobal links, such as , an infinite number of times without triggering website blocking mechanisms. The freelancer should possess the expertise necessary to circumvent the website's restrictions, as repeated logins (typically 4-10 times per day) currently result in login prevention. Requirements: Proficiency in Python web automation and scraping Experience with handling website login restrictions and bypassing measures Ability to integrate proxies into the script (proxies will be provided) Attention to detail and commitment to delivering high-quality, functional code Willingness to undergo testing a...

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    Looking for an experienced python developer to perform specific tasks on my AI project. It will be based on GANs and it is related to audio generation. Key Tasks: - Development of an AI for image generation using GANs in python. - Processing of structured data in the AI model. Ideal Candidate: - Proficient in Python programming language. - Familiarity with GANs and their application in image generation. - Experience with processing structured data. - Solid understanding of AI project development.

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