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    2,000 python requests jobs found, pricing in INR

    On this project, I'll need a full stack developer who's proficient in JavaScript, Python, and Java. While I didn't specify this explicitly initially, mastery of these languages is crucial. I believe these skills will be necessary to carry out the tasks detailed below: - Developing front-end web architecture: Show me you know how to build the visible parts of the website in a way that is structurally sound. - Designing user interactions on web pages: I need someone who can craft an intuitive user interface that's easy to use and engaging. - Creating servers and databases for functionality: You should be able to build the back-end infrastructure that supports the site's operation. When applying, kindly detail your experience in Full Stack Web Development. ...

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    Please answer with a solution if you aren't a bot. I am seeking a Python savvy developer who can flawlessly implement a pretrained VQA model on a CPU-based server for answering questions about images. Key Tasks: - Perfectly integrate the fuyu-8b model from Hugging Face on the server. - Ensure its optimal operation in answer-generation about image queries. Essential Skills: - High proficiency in Python code. - Solid understanding of image recognition and VQA models. - Experience in server-side development. Additional Requirement: - Development of a user-friendly web-based interface for interaction with the model. The ideal candidate should have a deep grasp of image processing and visual question answering, besides server-side management and front-end develop...

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    I'm seeking an experienced Frappe developer with Python skills who can help me leverage an open-source app for Zatca integration in Saudi Arabia. Here is the app's GitHub link: Responsibilities: - Set up and configure the app to facilitate the generation of invoices - Ensure e-invoicing is compliant with the system regulations - Synchronize three types of data: financial data, customer information, and product details The application will be handling more than 500 invoices monthly. Skills and Experience: - Extensive experience in Frappe and Python programming - Proven experience in software integration, specifically with Zatca - Strong understanding of data synchronization processes - Familiarity with e-invoicing and compliance procedures

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    I am urgently looking for a professional who can develop an efficient trading dashboard using Python. The key functionality that needs to be integrated into the system is Technical indicators. Key Deliverables: - An intuitive, user-friendly trading dashboard with real-time updating capabilities. Ideal Candidate: You should have significant experience in Python programming and building financial systems or trading dashboards. Knowledge of how to incorporate multiple technical indicators into the dashboard will also be beneficial, even though I've not specified particular ones. Deadline: I need the project completed ASAP. So, being able to work in a timely and efficient manner will be critical to completing this project successfully.

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    Seeking a Proficient Python Developer from Bangladesh for Custom Trading Dashboard on cTrader Platform I am in urgent need of a highly skilled and experienced Python developer based in Bangladesh, with expertise in developing custom trading dashboards, specifically for integration with the cTrader platform used for my FTMO trading activities. The core of this project is to bring my unique trading strategy to life by embedding it directly into my cTrader account through a comprehensive dashboard that includes the following functionalities: Custom Technical Analysis Tools: A key feature of the dashboard is the inclusion of bespoke technical analysis tools, crafted to support informed trading decisions. Strategy Integration: Implementing my proprietary trading strategy in...

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    I am looking for an expert in Electronics and Python programming to help me configure the Lis/Ris pins on my BTS7960 module (24V, 250W). I aim to connect the module to my Raspberry Pi 4, and have bought the BTS7960 module already. The specific tasks I need assistance with are: - Calculation of the required resistor values - Guidance on setting up the current limit pins on the BTS7960 module To successfully execute this project, understanding and interpreting schematics and datasheets of the BTS7960 module and Raspberry Pi 4 is crucial. Ideally, you have prior experience in working with these specific devices and configuring modules on a Raspberry Pi using Python. Please note that I do not require you to write any code, just need help on resistor calculation and pin setup.

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    Hello there! I'm currently in need of assistance with WordPress websites using Elementor, ...in need of assistance with WordPress websites using Elementor, particularly for minor graphic and design tasks. While most of the elements will already be set up, your creative touch will be crucial in enhancing the visual appeal, tweaking colors, typography, and more—all within the Elementor framework. Sometimes I need to recreate a website in elemntor. Additionally, there will be occasional requests for adjustments on sites built with Divi. If you could kindly share samples of your recent work, ideally 2-3 WEBSITE MADE WITH ELEMENTOR, it would greatly help in assessing your skills. Of course, the more examples, the better! I am looking for someone for long term usually 3-10 ...

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    I'm looking for a Python developer at a beginner level to handle various tasks for my project. TASKS: - Setup and Configuration of Linux - Development under the Flask framework - Integration of a database using SQLAlchemy - Containerizing the project with Docker Applicants should share examples of past work related to these tasks. The ideal freelancer for this project will have a basic level of experience in Python development and a willingness to learn and adapt. Let's build something great together. ** all I need is just add column in exist db need experience developer **

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    We are seeking expertise in developing an AI-powered tool that can evaluate the quality of digital content, focusing on articles. The ideal solution sh...Language Processing (NLP) and automation - Proven track record in content analysis, ideally in the form of previous projects. - Understanding of how to execute fact-checking, source verification algorithms, and incorporation of these into content evaluation. - Excellent communication skills; thorough reporting and documentation of the development process. - Experience in programming languages such as Python, R, or Java. This tool aims to streamline the content quality assurance process, optimizing time, and ensuring reliable, accurate assessment. Guidance will be provided throughout the project, but we expect the expert to take i...

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    I am seeking a proficient programmer to assist in converting my advanced Python code to Scheme language. My primary purpose for this conversion is to learn Scheme programming. Ideal Skills Required: • Knowledge of both Python and Scheme • Experience converting code between languages • Optimization Proficiency in data processing, optimizing code for efficiency, integrated Scheme programming, and debugging is highly beneficial. While the need for efficiency improvement isn't my main focus, I still value it as an extra plus. If you have this niche skillset, I welcome your bid.

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    As the custodian of a website that utilizes PHP, Python, and JavaScript, I'm avidly seeking an expert to integrate the Perplexity API into my platform. The integration should effectively provide real-time suggestion capabilities. These functions are crucial for enhancing the customer experience within specific areas of my website: • YouTube content suggestions • Product reviews in PDF format Having skills in API integration and a thorough grasp of the above-mentioned programming languages is a must. An understanding of how to leverage real-time suggestions for improving user interaction is beneficial. The goal is to optimise the website's operations while maintaining a smooth, user-friendly interface. Send examples of websites you have performed something simi...

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    ...simple application for my employees and managers to use. The primary aim for this application is to streamline the process of raising a purchase indent. Key functionalities desired for this application include: - Submitting Purchase Requests: It's crucial that the application allows employee end-users to submit their buying requests simply and efficiently. - Approval Workflow: To ensure control and checks, the application ought to incorporate an approval workflow. This functionality should allow managers to review, approve or deny submitted purchase requests. Ideal candidates for this project will have prior experience working on Power Apps, with an emphasis on designing user-friendly interfaces and workflows. Experience building applications for busines...

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    I need a Python notebook to generated blog content for my consulting services. The blog will be focused on technology consulting, specifically IT Infrastructure, Cybersecurity, and Cloud Solutions. The project entails using openai to generate around 5000 words of content. The end goal is to have blog content that I can seamlessly post on my website. The ideal candidate will possess: - Proficiency in Python - An understanding of blogging platforms - Experience in handling openai for text generation - Knowledge in Technology Consulting especially IT Infrastructure, Cybersecurity, and Cloud computing would be a plus but not necessary. Your main task: - Design a structure that can predict and generate engaging blog posts - The Python notebook should work seamlessly w...

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    ...Lambda, Python 3.12, Selenium, and Chrome WebDriver to ****create a docker file**** that efficiently runs as an AWS Lambda container. Your focus will be: - Leveraging AWS Lambda for running the Docker file. - Crafting the Docker to scrape URLs from a website, for instance, google.com. - Using Python 3.12 as the programming language and Selenium alongside Chrome WebDriver in headless mode for web scraping. Ideal Skills: - Proficiency in AWS Lambda, Docker. - Good command of Python 3.12. - Experience with Selenium, Chrome WebDriver. - Understanding of web scraping best practices. - Capability to work with headless browsers. Your expertise will make this project a success! Briefly: just need a docker file which can deploy as aws lambda container. This docker f...

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    I want a skilled blockchain expert developer to fix some UI issues and some general errors to my current custom solana bot. Its a custom fork of the bonk bot on solana (using python) and its made by my previous developer. Im looking for someone that except of blockchain developer is also an investor or trader and understands the nowdays trends and strategies. If you are one , start your bid with the word trader or investor. thanks in advance,

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    Dig historical data I have gathered and build an intricate Python-generated visualisation. The main focus of this visualisation will be a comparative study of how the 2008 recession and the COVID-19 pandemic impacted the housing market and financial health.

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    *** please don,t posted fake id.i will report to close fake id I'm seeking a skilled Python developer experienced in SQL, to create a desktop application focused on data visualization. This application will primarily be dealing with numerical data. Key Requirements: - The project involves generating visualizations of numerical data. - Given the nature of the data, expertise in Python and SQL is essential. - Additionally, the application should contain a Python-SQL GUI. - It is important for the desktop app to offer various visualization features, including but not limited to, bar charts, pie charts, and line graphs. Ideal Candidate: - Must have proficiency in Python and SQL. - Should have previous experience in GUI design. - Must have a deep understand...

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    Proficient in HTML, CSS, Flask, JQuery, Ajax, Sqlite, Flask, Bootstrap - Familiar with game development, especially traditional games like Hangman - Able to develop a user-friendly interface. The specific aesthetics will be discussed later. Responsibilities: - Write clean, maintainable and efficient code in Python - Use Sqlite for database operations - Utilize Flask for the game's web framework

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    Our project requires the creation of an advanced Python-SQL GUI that focuses on analyzing customer data. Key Features Required: - Data Visualization: As a primary functionality, the tool should offer robust data visualization options. Specifically: - Line Charts: The application should be able to generate detailed line charts. These should serve to effectively represent data fields pertaining to product popularity. Ideal Skills and Experience: - A profound knowledge and experience using Python and SQL. - Proven ability in developing GUIs with data visualization purposes. - Prior experience in creating line charts to depict various data fields, particularly product popularity. The end product should present real-time product popularity data in a user-friendly and v...

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    I need a talented developer to create a user-friendly shift scheduling web application. This tool should simplify our team's shift allocation process th...simplify our team's shift allocation process through: - A voice command feature with functionalities which include the ability to call employees to set shifts and schedules, changes schedules on calendar . User Authentication: - The web application should handle user's authentication through Email and Password. Skills and Experience: - An experience in developing web applications is necessary in python - Familiarity with voice recognition software. - A good understanding of user interface design is also important for this project. If you believe this project aligns with your skills and experience, I would lo...

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    I require a Python expert who is experienced in handling business data analysis. Your tasks will encompass: • Detailed analysis of business data through Python • Creating visual data presentations as the result of the analysis The ideal candidate should have: • Solid experience in Python • Proficient in SQL • Demonstrable skills in data analysis • Proven ability to create engaging visual data presentations Please submit examples of previous work in business data analysis along with your bid. Looking forward to your proposals.

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    I'm in need of a proficient software developer who can customize a program for me. The main functionality of this program will be to automatically fetch and compare the number of co...teams. - Intelligently comparing the corner data for these teams. - Automating the whole process of collecting and comparing the corner data. The process should start with my manual input of the team names. Ideally, applicants should have prior experience in web scraping and analyzing sports statistics. Strong knowledge of coding languages that are best suited for such tasks is required, with Python preferred due to its proven suitability for web scraping and data analysis tasks. Your deep understanding of sports, particularly football, will also be a major plus. Feel free to reach out if you nee...

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    For this project, I am looking for an expert in Python and SQL who has deep knowledge in data analysis and GUI development. Key Responsibilities: - Analyzing business data, in particular, customer data. - Building advanced, intuitive Graphical User Interfaces (GUIs) to display the analyzed results. Ideal Skills and Experience: - Extensive experience with Python programming for data analysis. - Profound knowledge of SQL for managing and manipulating databases. - Expertise in developing useful and interactive GUIs. - Prior experience with business data, especially customer data. - Understanding of data analysis techniques. This project offers a great opportunity for those who are highly skilled at converting raw data into meaningful information. The final product should giv...

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    ...Print the document in PDF format Create a Tab or Section within the Client’s detail or profile page called Documents. This is where a historical log and repository of completed electronic documents will be accessed Restrictions The integrity of our database must be kept in check as we have other projects that use the same architecture, and they all must match. The developer must submit any requests for modifications or additions to tables etc, with our System Administrator. We will provide a staging url where your work will be uploaded for review. Once approved, you will upload your code to a github to be provided. To ensure you have read this entire project details, ensure to add the word 'SUGARFREE' with your bid, in order to be considered....

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    Seeking Freelancer to create a cuatom script in any language java, python executed with php exec to do the following: Variable will be a unique identifier whoch will be used to create directory structure and insert information into SQL database. *Read and verify SD Card for integrity. *Use chkdisk and repair SD Card if necessary. *Create directory structure to store data. *Copy Video files from SD Card *Insert data into SQL database to include video file names, size, duration. *Return results to PHP script.

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    My objective is to develop a script and a machine learning model that will effectively predict the upcoming hands in a...in a Texas Hold'em poker game, such as two pair, straight or full house. Requirements: - Skilled in developing both scripts and machine learning models. - Expertise in Python, the preferred programming language for this project. - Familiarity with the rules and scenarios of Texas Hold'em would offer a substantial advantage. - Strong understanding of probabilities and game theory would be beneficial. Deliverables: - A software tool capable of accurate hand prediction in Texas Hold'em poker. - Full documentation explaining how the software works. This is a demanding, but rewarding project for anyone with a love for Python scripting, machi...

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    We are looking for an AI and ML expert that has hands on experience with prompt engineering. Must have executed complex algorithms in the past projects. - 4+ years of experience applying AI to practical uses - Experience with deep learning, NLP, and TensorFlow - Experience writing robust code in Python, Java, and/or R - Knowledge of basic algorithms and object-oriented and functional design principles - Knowledge of data structures, data modeling, and software architecture Submit your application with your relevant portfolio and you must be able to start immediately. Write "Alex AI' in the start of the job. Happy bidding!

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    ...Ephemeris astronomical software, with a special focus on: - Retrieving Planetary Positions - Accessing Ephemeris Data example am give date time and lati and alti then show planet postions and houses like this click on screen short While not specified, fluency in Python, Java, or JavaScript would be desirable. You can choose the best language that suits this project. Ideal Skills and Experience: - Proficiency in handling API development projects - Familiarity with astronomical calculations - Strong knowledge in either Python, Java or JavaScript In your application: Though an example of past work and detailed proposal is not mandatory, including it would boost your chances. Detail your understanding of the project and your proposed approach to it. This project r...

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    I am seeking to automate three fundamental reports on our Shopify eCommerce platform: the Sales report, Available to Buy report, and the Top 20 Most Selling Product report. - **Sales Reports**: These must include data on total sales, sales by product, and sales by category. - **Available to Buy Reports** and **Top-20 Most Selling Product Reports*...category. - **Available to Buy Reports** and **Top-20 Most Selling Product Reports** All these reports must be systemically generated and exported in Excel format, guaranteeing ease, efficiency, and accuracy in our business operations. Ideal Experience & Skills: - Extensive experience with Shopify eCommerce platform - Expertise in automating business reports - Proficient in Excel - Proficient in Python - Attention to detail for...

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    ...in integrating Python-based machine learning models into dynamic web applications. This project involves creating a modern, user-friendly website where users can upload images for automatic car detection and removal, leveraging a pre-built deep learning model. Project Overview: The core functionality of this website will allow users to upload landscape or street images. Our Python-based deep learning model will process these images to detect and remove cars, presenting a modified image back to the user. The goal is to provide clean, car-free visuals seamlessly. Required Skills and Experience: Frontend Development: Proficient in HTML5, CSS3, and JavaScript. Experience with a frontend framework (React, Vue.js, Angular) is a plus. Backend Development: Strong background in ...

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    In need of a frontend developer proficient in React, NextJS, and TailWind CSS to build a few pages for my website. We have design ready on Figma. We are frontend/backend developers but don't have time to complete the work. We need high quality work with commitment and dedication of developers. We have the demo deployed via Vercel for testing live and any code committed will be via Pull Requests will be reviewed it for quality before merging. Key Duties: - Build Web/Mobile friendly pages - Home Page, Signin Signup, checkout. The home page contains a data table which uses SQL for backend queries to populate and interact. - Ensure compatibility with various browser types. Ideal Skills: - Strong proficiency in React, NextJS, and TailWind CSS. - Experience with Flask code. - We u...

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    I've been developing a Django application and facing issues with integrating FullCalen...- I'm experiencing issues with adding, editing, deletion without affecting the full series of events. - The ideal solution will allow each instance of a repeating event to be independently edited, without changes affecting the rest of the series. I am looking for a freelancer with: - Proven experience in working with FullCalendar JS and Django - Strong troubleshooting skills in JavaScript and Python - Understanding of data structures and handling repeating events Any previous work on similar projects will be highly valued here. Timestamp of all changes should be recorded for future reference. I anticipate close collaboration to understand the existing code structure and pinpoint the...

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    As an IT professional specializing in software development, I need a content writer to revamp my CV. You will be highlighting the following skills: - Programming expertise, particularly in Java, Python, and JavaScript - Problem-solving abilities - Project management acumen A strong understanding of the software development field is necessary to accurately represent my skills and experiences. A background in HR or recruitment would also be advantageous, providing insight into what employers are seeking. Your flair for clear, succinct, and engaging writing will make my CV stand out to potential employers.

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    I'm seeking a skilled developer to create an efficient chatbot using the project platform. This chatbot will mainly handle three key functions: answer customer queries, provide health insurance quotes, and direct clients to the appropriate department. Essentially, this bot will act as a Virtual Customer Support, addressing users' needs accurately and promptly. T...Virtual Customer Support, addressing users' needs accurately and promptly. The interface should encapsulate a friendly and approachable feel, ensuring user comfort while enhancing communication. Ideal freelancers for this project should have significant experience in chatbot development, knowledge of health insurance, and excellent UI design skills to meet the design specifications. Programming: 1.Python ...

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    I am in need of a highly skilled GIS developer for the creation of a web map application. Skills & Languages: The ideal candidate should have profound knowledge of JavaScript and Python, along with experience using Flask . Proficient expertise in Geographic Information Systems (GIS) tools and technologies is crucial to this project.

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    Urgently seeking a competent Python/React developer who can swiftly create two specific AI-based SEO tools–a Keyword Research tool and a Backlink Analysis tool. Requirements: - Implement comprehensive keyword research functionality. - Develop an in-depth backlink analysis mechanism. Though the client has not specified the required functionalities for these tools, freelancers bidding should ideally possess: Experience and Skills: - Proven experience in creating SEO tools. - Proficiency with Python and React. - Ability to work under tight deadlines. - Expertise in SEO practices and AI tool development. Bidders are encouraged to clarify the expected functionalities for these tools during their pitch. To meet the ASAP deadline, the selected freelancer should be ready...

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    I am seeking an expert in Python OCR to develop a system that extracts text from photographs. The layout of the text in these images is standard and predictable. The primary goals of this project are as follows: - Decipher the text from the photographs with high accuracy - Create a reliable system that consistently delivers accurate results The ideal candidate for this task should have strong Python programming skills, experience in working with OCR systems, and a keen attention to detail. It would be especially beneficial if they have worked on projects involving text extraction from standard layout photographs. Their ability to deliver accurate and consistent results will be crucial to the success of this project.

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    I'm seeking a talented developer with proficiency in Python and a robust understanding of Forex Trading. Specifically, your role will include tasks such as: - Developing predictive models using machine learning techniques - Implementing pattern recognition to better understand trading data - Creating a sustainable trading strategy underpinned by data The ideal candidate for this role would have prior experience in Forex Trading. Your work will significantly influence our trading strategies, requiring you to leverage your skills and expertise to drive success.

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    I'm seeking a skilled freelance web developer to assist on a specific project. The opportunity will ideally suit someone with a great working knowledge in Web Development. Although no specific skills were mentioned, familiarity with some coding languages like JavaScript, Python, or HTML/CSS may be beneficial. I anticipate that a self-starter who can hit the ground running will fit best for this role.

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    I am looking for a professional Python and Django developer with a strong background in fraud detection systems to develop a small scale online daily prize draw system for me. Main Functionalities: - User registration and login: The system should allow users to register and login. Personal data safety is a high priority. - Prize selection and allocation: The system should have a feature where users can select and allocate the prize for the day. - Fraud detection and prevention: The system should be capable of detecting and preventing fraudulent activities among users. Fraud Detection Module: - The system must encompass a detection module for suspicious user activity. - The developer should be able to utilize a credit card fraud detection dataset to implement this feature. Skil...

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    As an investment committee member for a renewable energy fund, I'm looking to...would like the index to go back to 2010 and it will need to include companies that have been delisted (due to take private transactions or otherwise). The fundamental data I'm after include industry codes, dividends, and total returns over the investment period. All this data needs to be manipulated and analyzed using Python to draw meaningful insights and conclusions about the industry's financial health and growth prospects. Ideal Skills & Experience: - Proficient in Python - Understanding of financial analysis including in how to build an index of price and total return - Experience with fundamental stock data handling including extraction via APIs The finished produce wi...

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    As the project's specifics were not mentioned, I'm seeking a highly versatile Full Stack Developer. Skills and Experience: - Proficiency in JavaScript, Python, and Ruby is ideal. - Be prepared to showcase past work. - Detail your experiences as applicable. - Any project proposals you have would be appreciated. Project Purpose: - Since the project's main goal wasn't specified, kindly state your skills that would be beneficial in creating a website, developing a mobile app, or creating an e-commerce platform if necessary. I'm looking forward to seeing your proposals!

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    I'm in need of someone skilled in the extraction of data, specifically text and numbers, from structured tables within PDF files. The successful freelancer needs to: - Demonstrate proficiency in data extraction from PDFs - Have a solid understanding of both textual and numerical data extraction - Be efficient in handling structured table data The project objective is to convert this extracted data into an easy-to-manage Excel file. Experience and proficiency in Excel is therefore essential. Only freelancers with relevant experience and commendable reviews should bid. Looking forward to hearing from someone who can thoroughly complete this task.

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    I'm having a major issue with my Wor...with my WordPress website - pages, specifically small posts, are not being indexed. Requirement: - I need an expert in SEO and WordPress to promptly and effectively resolve this issue. Skills and Experience: - Extensive understanding of WordPress SEO, particularly indexing issues - Proven record of resolving web indexing issues - Familiarity with the specific nuances of smaller post indexing requests Your task is to ensure that all my small posts get indexed by search engines. Your success will be measured by the accurate and successful indexing of the problem pages on various search engines, primarily Google. In your proposal, please include examples of similar indexing issues you've resolved in the past and your proposed solu...

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    ...profiles where they can see their past purchases and update their information. Admin Panel: We need a way to manage ebooks, user accounts, and orders. Mobile-Friendly: The website should work well on phones and tablets. Security: We need to ensure user information and payments are safe. Technology Needed: Frontend: Basic website languages like HTML, CSS, and JavaScript. Backend: Tools like Node.js or Python (Django/Flask) to make the website work. Database: Where we store information, like MongoDB or MySQL. Payment: We must integrate a secure payment system like PayPal or Stripe. Timeline: We can discuss when the project should be finished based on your availability. Budget: Please tell us how much you think the project will cost. Submission Guidelines: Please send us a messa...

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    ...numbers one to ten. Proficiency in MATLAB or Python is key to succeeding in this task. Key requirements are: - Proficiency in either MATLAB or Python, as you'll be writing the code in one of these languages. - Experience with 1D or 2D Mel Frequency Cepstral Coefficients (MFCC) signal processing methods. You'll be managing input features with either of these methods. - Understanding of ANN and CNN for network implementation. - To create a system capable of recognizing isolated words, specifically the numbers one through to ten. Your bids should showcase your ability to effectively implement the above requirements. Please make sure to highlight any relevant experience with speech recognition, ANN, CNN, MFCC, and programming with MATLAB or Python. I l...

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    I am looking for an experienced Senior Data Engineer for interview training. Your primary responsibility would be data cleaning and preprocessing, design and optimize databa...cleaning and preprocessing, design and optimize database and implement ETL processes. Key responsibilities include: - Clean and preprocess data to ensure its quality and efficiency. - Design and optimize databases, aiming for both flexibility and speed. - Implement ETL (Extract, Transform, Load) processes to facilitate the effective and secure moving of data. Skills and Experience: - Proficient in Python, SQL, and Hadoop. - Expertise in handling medium-sized databases (1GB-1TB). - Proven track record in ETL processes handling. Your expertise in these areas will be crucial to the successful completion of thi...

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    I'm looking for an expert who can successfully run my application on a Linux server as an API. This is a task for someone with the following skills: - Proficiency in Linux system administration, particularly Ubuntu - Strong understanding and experience in server-side coding, particularly Python, Java, or Node.js Please note, no specific web server technology has been chosen for deploying the application. I am open to recommendations based on your professional experience and the nature of the app. The primary goal is to ensure stable and efficient running of the app as an API on the server.

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