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    2,000 aws boto python code jobs found, pricing in USD

    We are facing a challenging issue with our existing Python scripts that deal with data processing, automating tasks, and communication with other services. - Problems: These scripts have been producing incorrect results and running slow, affecting the overall performance of our project. - Scope: The project consists of 1-5 Python Scripts that need to be diagnosed for the errors, fixed, and optimized for better performance. - Key Skills: An ideal freelancer would be well-versed in Python programming, task automation, and capable of identifying and rectifying issues relating to communication with other services. Experience with rabbitMQ is mandatory as it's part of our current code base. We are eagerly waiting for a Python wizard who could breat...

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    ...help me set up OpenCV on a Tesla T4 GPU. I would like the latest version of OpenCV to be installed on the GPU, using Python as the primary programming language. The solution you provide must be generic enough to ensure that OpenCV can be installed on any other GPU in the future. Key Requirements: - Installation and setup of the latest version of OpenCV on a Tesla T4 GPU, leveraging CUDA and cuDNN. - Ensure functionality is maintained for Image Processing and Video Analysis. - Implement the solution in Python. - Provide thorough documentation for future reference. Ideal Freelancer: - Should have significant experience in working with OpenCV and GPU setups. - Proficiency in Python and a good understanding of CUDA and cuDNN. - Previous experience in configuring and...

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    I have a 500MB XML file that I need loaded into SQL across approximately 20 tables. I'm in need of a Python script to handle the transformation. The script will need to handle normalization of the data. Key requirements: - Develop a Python script to read the XML file and transform the data into a normalized structure across 20 tables. - You will need to create the SQL tables as part of the normalization process. - Experience with large data transformations and SQL is vital.

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    Develop 3D scanner using Python as discussed

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    PDF Link Scraper & Downloader 6 days left
    VERIFIED

    I need a Python script that can promptly search for PDF links containing a user-provided title using dorks on Windows OS. After finding the links, the script should download up to 1000 unique, working PDF files from the list while avoiding duplicates. Key deliverables: - A Python script that operates effectively within the Windows environment - Ability to prompt the user for a title - Dork-based searching for PDF links - Downloading functionality for up to 1000 PDFs - Management of duplicates to ensure the final set is unique

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    I require immediate assistance with updating my AWS ppk password, changing my database passwords, and enhancing security measures across my servers. Key Requirements: - Immediate Attention: The urgency of this project demands that you can start immediately and dedicate your full attention to this task. - AWS Experience: Expertise in AWS security is a must. You should be adept in updating PPK passwords and ensuring security protocols are up to date. - Database Management: Proficiency in backend operations is crucial. You will be tasked with changing passwords across multiple databases. - Security Enhancement: You should propose and implement security measures that are robust and reliable for protecting my servers. - Detailed Project Proposal: I need detailed proj...

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    I have a frontend file that needs new features and an admin panel to manage content. The project involves: - Implementing new features into...skilled developer who can not only make the necessary changes to the frontend but also create a user-friendly admin panel for managing contents. Experience in both frontend development and backend (specifically for the admin panel) will be crucial. Ideal Skills: - Proficiency in front-end technologies such as HTML, CSS, and JavaScript - Experience with backend technologies for admin panel like PHP, Python, or Ruby - Knowledge of web frameworks like Laravel, Django, or Ruby on Rails - Understanding of database management for effective content storage and retrieval - Prior experience with developing admin panels for content management is a ...

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    For my application, I require the following: - Deploy my Laravel app on AWS. - Integrate my Laravel app with an existing Android app. Ideal candidate should have: • Extensive experience with deploying Laravel apps on AWS • Proven track record in integrating Android apps with Laravel backend • Ability to work meticulously to ensure smooth deployment and integration.

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    I'm looking for a skilled software engineer. THis task is too large for excel power query, however i want it to operate in a similar fashion. The main purpose of this project is to develop a self-updating database of ever...racehorse in the state of NSW, Australia, via the website. Key tasks and responsibilities: - Determining the best platform for the software (Web-based/Desktop-based/Mobile application). - Creating a software solution that will automatically update and manage a database of racehorses. Skills and Experience: - Proficiency in at least one high-level programming language i.e., Java, Python, C++ - Experience with automation software - Familiarity with database management - Ability to recommend best software platform based on project requirements. Thanks : )

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    I am looking for a freelancer who can help me generate Python specific to Ignition 8.1 Perspective Key Requirements: Install of Ignition 8.1 - The Python code should implement file creation in JSON format. - The code snippets should be customized to work seamlessly within Ignition 8.1. Ideal Skills and Experience: - Proficiency in Python programming. - Prior experience with Ignition 8.1 or similar platforms. - Knowledge of JSON file creation. - Understanding of interface functionalities. This project would be ideal for a freelancer with a background in software development, particularly in Python, and experience with industrial automation systems. A comprehensive understanding of Ignition 8.1 is required.

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    Web Scraping - Python 6 days left
    VERIFIED

    I'm looking to scrape a website using the python package requests. 1) create a session because the site requires a username and pwd login 2) pass an initial URL that will get pagination of results 3) from the results we'll get the URL of the individual person/page we need to get info from 4) we'll make a request call within the session to the persons URL 5) Then we'll parse the HTML from the persons page 6) Then, we'll put the information into a dictionary object and append it to the a list 7) Finally we'll then print out the list of JSON objects to a text file

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    I'm in need of a Python Developer who is proficient in data analysis, visualization, and data science to work on an array of data types including financial, customer, social media, and pharma data. Key Tasks: - Data Analysis and Visualization: You will be given various sets of data which you will need to efficiently analyze and create meaningful visualizations. - Web Scraping and Automation: Knowledge in this area is desirable but not necessary. - Django Web Development: Again, not a necessity but would be considered a bonus. Objectives: - Efficiency Improvement: Assist in identifying areas of operational efficiency and suggest or implement changes accordingly. - Cost-Saving Opportunities: Use the analyzed data to identify potential areas for reducing costs. - Decision Makin...

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    I'm looking for an experienced cloud engineer who specializes in migrating Windows Server images to AWS. Key Requirements: - Proven experience with Windows Server migration to AWS - Ability to handle a Windows Server image of less than 100GB - Proficient in setting up auto-scaling and managing database services post-migration. - ASPnet old version is running in windows server 8. Need to migrate everything in other machine in cloud. Applicants should be able to provide references of similar projects. This project demands a highly skilled individual who can efficiently manage every step of the migration process and post-migration services.

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    I'm in need of an experienced IoT device developer to create a production-level device specifically tailored to...flowing through a phase in a transformer. Ideally, the skill-set of the successful freelancer will include: - Experience with ESP3266 and clamp current sensor. - Expertise in the development of IoT devices that can perform real-time monitoring. - Capable of crafting a solution that concentrates specifically on current level monitoring. - Should be more efficient and accurate current flow value - AWS iot core experience will advantage - Open for suggestions for production level. This project could potentially roll into a long-term contract depending on the success of the initial task. So, if you have the skills and experience, please place your bid on this exciti...

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    I am seeking an experienced Linux/LAMP/PHP developer/sysadmin to update my PHP version from 7.2.34 on an AWS Amazon Linux 2 instance. You need to ensuring the smooth operation of my application, which majorly involves database operations, but I will do the checking. Main Requirements: - Update PHP version from 7.2.34 to a newer stable version at least 7.4. Desired Skills and Experience: - Extensive experience with PHP - Proven track record of updating PHP versions on live applications. Please include proof of similar past work in your proposals.

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    What to create: Data from a live webpage in JSON format must be read upon the click of a button (BUTTON "1"). The data will be loaded into a nice looking list with 4 columns. The 4th column is a button (BUTTONS "3") which when clicked, a javascript function will execute. There is also a button ("2") and a text box named exclude. When button 2 is clic...4th column is a button (BUTTONS "3") which when clicked, a javascript function will execute. There is also a button ("2") and a text box named exclude. When button 2 is clicked, the above function is executed as a batch for ALL rows of the list EXCEPT the one in exclude text box. The javascript function is already written. The JSON data will be provided upon agreement of the project. The fin...

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    I'm seeking a talented Python developer who can create a Telegram bot that offers wallet functionality. Specifically, this will include checking the balance of specific tokens and enabling the transfer of tokens to another wallet. Key Requirements: - Proficient in Python and its libraries for Telegram bot development - Experience with integrating wallet functionality into bots - Capable of creating a user-friendly interface for the bot - Strong understanding of blockchain technology and token transfers The bot should be easy to use and understand, with clear instructions on how to check balances and complete token transfers. I'm open to suggestions on the design and structure of the bot, but simplicity and user-friendliness are essential. Ready to hire you now. ...

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    ...versed in both C and Matlab to transform a small-sized C code into an efficient Matlab version. The C code involves complex loops and data structures which are to be accurately replicated in Matlab. Key tasks: - Conversion of input/output handling from C to Matlab - Translation of mathematical operations to Matlab functions/specifications - Re-implementation of control flow logic in Matlab environment The freelancer should possess experience with both C and Matlab, demonstrating a clear understanding of both the syntax and structures of the two languages. Familiarity with intermediate-level loops and data structures in the application of code translation is a plus. The project demands a meticulous approach to ensure the converted code maintains the origin...

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    I need a Python code to perform data analysis on text data sourced from tables. This project emphasizes the importance of being highly familiar with Python and its data analysis and text processing libraries. Key tasks: - Extract text data from tables - Perform comprehensive text data analysis Ideal skills: - Proficient in Python - Extensive experience with data analysis and text processing libraries - Familiarity with table data extraction - Strong understanding of text data analysis techniques and methodologies. I look forward to hearing from experts in Python data analysis. This is a chance to demonstrate your ability to solve complex data processes.

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    I'm in search of a versatile full stack developer to assist in the completion of a project. Although I have not set specific tasks, I'm looking for someone who can ha...who can handle both front-end and back-end development tasks, as well as database management. The ideal candidate should have a strong background in all the skills required for full stack development. The project will involve creating a website or building a web application, and possibly require some mobile app elements. Key skills and experience required include: - Proficient in JavaScript, Python, and/or Ruby - Ability to handle both front-end and back-end development - Experience with database management - Strong problem-solving skills. If you're a full stack developer looking for an interesti...

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    E-commerce Web Scraping 6 days left
    VERIFIED

    I need a web scraping expert to scrape Title, Price, star ratings, delivery window from a specific e-commerce site on a regular basis. - The scraping should cover a range of products,...The data needs to be scraped frequently, so automation and scheduling will be crucial. - It's important that the extracted data is accurate and up-to-date as this will be used to inform pricing strategies and customer service. The ideal freelancer for this project should have: - Proficient experience in web scraping, particularly from E-commerce sites. - Proficiency in programming languages like Python or R for automation. - Good understanding of data management and quality control. - Ability to deliver a scraping tool that is user-friendly and maintainable in the long run. - Expertise in data...

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    I'm seeking a skilled Python developer proficient in Selenium or other scraping tools, AI and others API integration. The main tasks in this project include: - Integrating APIs: You'll be responsible for seamlessly integrating the following APIs: - Send/reveive data from trained AI - Collect data using scraping - Payment Gateway - Other websites: API to integrate with other websites - Developing B2B Features: We're looking to expand our platform to cater for B2B transactions. Your role will be to create and incorporate features that facilitate B2B interactions. Key skills and experience required: - Proficient in Python - Experienced with Selenium or other scraping tools - Proven track record with API integration - exchange data with AI I'...

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    We're seeking a skilled freelancer to enhance our current React site with the following tasks: - Connect two existing forms on our website to our backend dashboards and email inbox, ensuring seamless data transmission. - Address layout issues to optimize site responsiveness across all devices. - Enhance the code structure to improve maintainability and scalability. We are working with: - React - AWS Server - Node - MongoDB

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    I am currently looking for a skilled Python developer who can assist with an API integration project. The tasks to be completed will primarily involve: - API Integration: The key responsibility will be to integrate the Google Maps API into our system. - Location Tracking: The primary functionality we require from the Google Maps API is location tracking. This will be a key component of the project. Ideal candidates should have: - Proficiency in Python: A strong understanding of Python programming is essential for this role, as the primary development language will be Python. - API Integration Experience: Experience with integrating APIs, particularly the Google Maps API, would be a significant advantage. - Familiarity with Location Tracking: A background in de...

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    ...proficient GUI developer to create a high-quality Android app. The primary features of this app are: - **QR Code Scanner:** The main function of the QR code scanner in the app is to link to a website. The QR code scanner should be efficient, accurate, and seamlessly integrated into the app's UI. - **Location Services:** The app should employ location services to track user movement. This functionality is crucial for providing a personalized experience to users based on their real-time location. Ideal candidates should have the following skills and experience: - Proficient in Android app development, with a strong understanding of the Android SDK. - Prior experience with creating QR code scanning features in Android apps. - Expertise in integrating and...

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    I am seeking a Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification using Python, then this is for you!

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    I'm looking for a skilled designer to create a panel for a Morse code puzzle in an escape room. The material for the panels can be either metal or acrylic. I have some inspiration examples based on design aesthetics that I will share with you. - Skills: - Knowledge of Morse code - A keen eye for design aesthetics suitable for escape rooms - Ability to create functional designs with metal or acrylic There are no specific dimensions for the panels, I trust your judgement on what would work best for the purpose. Besides the design, two tables of essential data and a link to the Morse code transmitter will be provided, which you will need to incorporate into the panel design. Your primary focus will be marrying form and function, as these panels should not...

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    I'm seeking a Python developer who's proficient in web scraping to help me extract data from social media platforms. Key Responsibilities: - Develop and implement a Python script for web scraping data from social media channels. Deliverable: - The scraped data should be compiled and delivered in an Excel spreadsheet for further analysis. Ideal Candidate: - Proficient in Python with a strong background in web scraping techniques. - Prior experience in scraping data from social media platforms will be a big plus. - Ability to deliver the end results in an organized, neat and easily accessible format, such as an Excel spreadsheet. Please reach out if you think you're the right fit with the necessary expertise.

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    I'm urgently in need of a highly skilled programmer who has proficiency in Python, Java, and C++. Key skills and experiences will be: - Proficient in Python, Java, C++ - Strong problem-solving skills - Ability to work under pressure and adhere to tight deadlines - Previous experience in general programming, specific project genre unspecified Due to the urgent nature of this project, I'd appreciate it if interested freelancers could contact me immediately.

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    I'm in need of a skilled mathematician with a specialization in sta...specialization in statistics to assist me in data analysis. Essential Points: - Specialization: Your main focus should be on advanced statistics, specifically at a graduate level. - Experience: Proven experience handling complex statistical data analysis is a must. - Communication: You should be able to translate your findings into actionable insights. - Tools: Proficiency in statistical software like R, Python, or SPSS is essential. This role is crucial in helping me make sense of large datasets, so it's important that you are comfortable with the analytical side of data interpretation. Your findings will help me make informed decisions based on the data. Please reach out if you think you're the...

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    ...real-time. The OCR system will be used for analyzing the data extracted from the digital meters, so a high level of accuracy is required. Key Requirements: - Develop an OCR feature that can accurately read and extract characters from digital meters - Implement the system to process images captured by cameras in real-time Ideal Skills and Experience: - Strong background in OCR technology, python, Tesseract, customized ocr readers, particularly with processing images from cameras - Experience in developing systems for specific industrial use cases is a plus electric meters, kwh meters etc. - Ability to handle a large amount of data accurately and in a timely manner. Please bid if you have the skills and experience to deliver a high-quality, real-time OCR system for ...

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    We are looking for a web designer who has minimum 3 years of experience in Full Stack Development. Tech for backend can be python/node.js and for frontend react.js. We have the UI for what we want to build, we need backend and frontend to be developed for the same. Our website is a marketplace, where publishers can register and add their offerings and advertiser can purchase it and place orders, admin panel UI is also available. You should know how to follow structured approach and keeping scalability in mind.

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    I need help with a range of AWS Cloud Practitioner tasks, across foundation, architecture, and development. The primary goal of this assistance is to build a strong understanding of AWS core services. Key Requirements: - Assistance across AWS Cloud Foundation, AWS Cloud Architecture, and AWS Cloud Development. - Guidance in understanding core AWS services. Ideal Skills and Experience: - Proven experience in AWS Cloud Practitioner tasks and concepts. - Strong communication skills to explain and guide through the complexities of AWS. - Previous experience in teaching or mentoring others in AWS is a plus, but not mandatory. It’s essential that you understand the holistic view of AWS to assist me in gaining a compr...

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    We are looking for a skilled WordPress developer to enhance our WooCommerce product pages with schema rating code. We want to optimize our product pages for search engines and provide users with valuable information directly in search results. Requirements: Experience with WordPress and WooCommerce development. Proficiency in schema markup implementation. Ability to ensure compatibility with WooCommerce and display product ratings in search engine results. Clean and efficient coding practices to maintain website functionality. Payment: We will make payment upon successful completion and verification of the project deliverables. Deliverables: Implementation of schema rating code on all product pages. Schema markup compatible with WooCommerce. Product ratings displayed in...

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    Accounting, stock control Integrate AI for generate content for marketing. All develop in python. Able to run at aws Propose your timeline and price.

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    ...with significant experience in Wordpress/Woocommerce and AWS S3 to enhance the functionality of my Woo Commerce Vendors based e-commerce platform. Key Features Needed: - Vendor bucket to be created upon registration confirmation as a Vendor - File uploads to AWS S3: Enable vendors to directly upload media to their newly created bucket in my S3 account, from Wordpress. - Automatic Syncing: Synchronize these uploads with Woocommerce vendors automatically for seamless operations. - Full Vendor Access: Allow vendors full functionality to both upload and delete their media on AWS S3 without being able to access any other files outside their own. The ultimate aim is to effectively integrate this plugin with Woocommerce Vendors and AWS S3 for efficient and user...

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    ...interpreting, and presenting data to inform decision-making. - Manage data integration: The candidate should be capable of combining data from various sources to create a cohesive dataset. - Develop data visualization: The engineers will need to create meaningful and understandable visual representations of the analyzed data. The necessary skills for this role are: - Proficient in Python: The candidate should be well-versed in Python programming language to work with our system. - Knowledge of Hadoop: Experience with Hadoop is a must for this position to handle the data integration and data storage tasks. - Knowledge of Kafka Prior experience in big data engineering and a good understanding of data engineering principles will be vital. Please note that this project suits...

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    ... Key Project Requirements: - **AI Model Development**: An accurate bone fracture detection model should be developed using Python and TensorFlow. The primary goal of the model is to ensure precision in diagnosing fractures from X-ray images. You can use any datasets available online for free. Model should be able to predict the fracture, body part, highlight the fracture part, - **User Interface**: The UI should be designed to offer an intermediate level of interactivity. This includes incorporating some interactive elements like progress bars to enhance user experience. Use HTML, CSS, Javascript for this. Ideal Skills and Experience: - Proficiency in Python and TensorFlow, with demonstrable experience in building and training deep learning models. - Strong grasp o...

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    ...backend of my project. The primary issue revolves around frequent errors that are hindering its stability and functionality. - The backend is primarily developed using a mix of Python, Java and Node.js. - The main task would be debugging, ensuring all scripts and functions are working as intended. - Additionally, I'm looking for the identification and resolution of any underlying issues that could be causing the frequent errors. - A crucial requirement is the ability to enhance the stability and reliability of the backend, ultimately improving the overall performance of the system. Ideal Skills: - Proficiency in Python, Java, and Node.js - Extensive experience in backend debugging and stabilization - Strong troubleshooting and problem-solving skills - Knowledge...

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    I need a professional who's capable of modifying an existing Lua code. The successful candidate should be able to: - Understand and work with existing codes - Add an unincorporated parameter, specifically the 'tool tip radius coefficient,' into the current Lua code - Develop a method for analyzing gear size data to determine the aforementioned parameter Demonstrable experience in working with Lua language and proficiency in data analysis, specifically in gear size data, would be extremely beneficial in executing this task successfully. Strong understanding of gear parameters and a knack for intuitive problem-solving are greatly preferred.

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    Python Lazada Web Scraper 6 days left
    VERIFIED

    I am seeking a proficient Python programmer who can create a web scraper for Lazada. Key Responsibilities Include: - Develop a Python program that will enter query in search box and scrape Lazada for the following data: product name, images, price, description, seller, and URL. - The scraper should be able to handle pagination plus also bypass captcha using 2captcha api Ideal Skills and Experience: - Proficiency in Python and web scraping frameworks. - Familiarity with the Lazada's web structure and data extraction. - Experience creating scrapers for e-commerce platforms. Website lazada .

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    I'm searching for a skilled software engineer to support with existing and new products and to work alongside our exi...engineer to support with existing and new products and to work alongside our exiting team of engineers. Skills (Essential): -Advance experience and confidence with JavaScript, HTML/CSS -Advance experience and confidence with React.js, Vue.js, Tailwind ss, and Nuxt js -Experience with Node.js -A solid understanding and proven experience with developing web based software applications. -Confident with AWS, Firebase, Serverless -Digital Payments (Stripe, Xero API), Automation experience, 3rd party integration (Proffered) Looking for someone to start and join or growing team for regular and ongoing work. Must be willing to chat via video calls and Slack with...

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    I am looking for a proficient Python developer who has experience with Hugging Face and Gradio to create a small text classification application. This project involves the following key aspects: - **Functionality:** The primary objective of the application is to perform text classification. This means that it should be able to analyze given text and assign it to a specific category or label. - **Deployment:** The application should be deployed as a web application. Key Skills and Experience: - NLP, Machine Learning - Proficiency in Python. - Experience with Hugging Face - Gradio. - Prior experience in developing text classification applications. - Familiarity with web application deployment processes. Please note, the application does not need to support multiple languages...

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    Hello Everyone, I need an expert developer for my on going project. We wanna make a visualizer where user can change vehicle body color. So I need expert person who has previous experience on this area. If you are new and you think you are good fit this this position then feel free apply on this job. I'll talk details in private chat. Thanks in advance

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    I'm looking to build a custom scraper for DeFi exchanges. The main features I'm interested in are: - Historical data analysis: This is crucial for me to make well-informed decisions about the market trends. - Real-time data updates: Although not explicitly stated in the questions, the bot will need to be able to up...able to update data in real-time. This will help me stay ahead of the market. I currently prefer the output in CSV format, as it is easy and widely used. Given the nature of the DeFi space, experience in cryptocurrency scraping bots is a must. It would be ideal to have experience with DeFi exchanges particularly. This project will require strong skills in programming languages such as Python, R, or JavaScript, as well as experience in data sc...

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    I'm seeking a skilled programmer adept at OfficeScript coding to undertake a simple to moderate project focused on data manipulation. The task will involve crafting a script dedicated to dynamically copying and pasting data from one worksheet to another with efficiency and accuracy. The ideal freelancer should possess the following skills and experience: - Expertise in data handling & manipulation utilizing OfficeScript - Proven experience in dynamic data processing between worksheets - Familiarity with the generation of customized scripts for specific tasks The goal is to streamline our internal data manipulation procedures, ensuring data integrity and reducing manual efforts. If you have the skills and experience to deliver, I'd love to hear your proposal.

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    I'm seeking a skilled professional to perform predictive analytics on a small dataset (less than 1GB) using Spark on the AWS EMR Cloud Platform. Specifically, I need assistance in setting up an EMR cluster and doing a Spark job on it. Your expertise should include: - Experienced knowledge in AWS services, including EC2, S3, and especially EMR. - Proficiency in handling Spark Jobs and understanding its complexities. - Prior experience in predictive analytics. Please underscore your relevant jobs and mention how you managed similar challenges on this project.

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    I am looking for a senior software engineer with experience in Java, Python, and C#. The main task is to develop a robust web application using Spring Boot. Familiarity with Azure and .NET will be a plus. Key requirements include: - Developing a web application - Implementing User authentication - Integrating with databases - API integration Ideal candidates should have: - Proven experience in Java, Python, and C# - Strong knowledge of Spring Boot - Familiarity with Azure and .NET - Ability to implement User authentication - Experience in database and API integration. I'm looking for a professional who can deliver high-quality work in a timely manner.

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    I need a Python developer to create a 5-level maze game. The game requires intricate coding skills for the creation of engaging and logically challenging mazes. Not just creating the game, the task also includes integrating controls via keyboard and touchscreen inputs. Skills Required: * Strong command of Python programming language * Experience developing interactive games * Understanding of user-interface design for gaming * Familiarity with keyboard and touchscreen controls integration End product should be a fun and engaging game suited for both PC and touchscreen users. Looking forward to creative and logical minds who can make this idea come alive. There are also other things to do like DFD diagram but I will provide which require in assessment.

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