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    2,000 genetic algorithm trading python jobber funnet, priser i USD

    Vill ha följande Python kod konverterad till C#.

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    Hello, i want to tran...har den siste tiden tjent over 1,3 millioner kroner på et nytt online-trading system. - Vi har sjekket ut hvilken metoder du bør satse på, som gir deg den største og raskeste utbetalingen. Vi vil utgi en spesialutgave om dette temaet før jul. Benytt sjansen nå til å skaffe deg innsikt før resten av markedet! Felles for de selskaper vi har testet, er at de lar deg teste deres trading system gratis. Redaksjonens sterkeste anbefaling er social trading, som du kan teste her >>Online trading << Vår førstekandidat kan du prøve selv via selskapets Norske adresse - >> 500Plus << helt uten forpliktelser. Redaksjonen anbefaler ...

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    I am in need of a skilled Full Stack Python Developer to primarily focus on back-end development tasks. The main areas of focus include: - User Authentication & Authorization: Implement a secure user authentication system to ensure data integrity and user privacy. - API Development & Integration: Develop new APIs and integrate with existing ones, for seamless communication between various components of the platform. - Data Processing & Analytics: Implement robust data processing and analytics functionalities to make informed decisions and gain insights from user interactions and other data sources. You will also be responsible for: - Payment Gateway Integration: Integrate payment gateways to facilitate transactions within the platform. - Social Media Integration: Imple...

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    I'm seeking a savvy social media marketer to elevate my trading stocks business through a dynamic and engaging social media campaign. Key Requirements: - Proficiency in Instagram, Twitter, and TikTok, with a proven track record of success on these platforms. - Experience in increasing brand awareness, driving website traffic, and generating leads and conversions. - Understanding of diverse target audiences, especially young professionals, stay-at-home parents, and small business owners. Your responsibilities will include: - Crafting and executing a comprehensive social media strategy that aligns with our business objectives. - Creating captivating content and managing our social media accounts with consistent and engaging posts. - Monitoring the performance of our social me...

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    ...proficient in Python to build an advanced trading bot. The bot should be compatible with TradingView and capable of the following: - Generating buy and sell signals based on specified trading strategies - Implementing stop loss and take profit orders for risk management - Adapting to customizable trading strategies - Actually executing trades and proving profitable over time The ideal candidate should have: - Profound understanding of trading principles and market dynamics - Solid experience in developing trading bots and implementing complex trading strategies - Proficiency in Python and experience in integrating with TradingView - A track record of building successful, profitable trading bots This project is a great op...

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    Looking for a Python & Active Directory Expert to create a script and test data to capture all meta data linked to and which describes the confined parameters of an AD account, group policy etc. and export to a MS Excel File. More information attached.

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    I'm looking for a professional who can convert my Amibroker AFL script into a TradingView Pine Script. The converted script should be able to generate buy/sell signals and provide backtesting capability. The ideal candidate should have experience in: - Amibroker AFL and TradingView Pine Script languages - Developing buy/sell signals - Implementing backtesting functionality Moreover, my trading strategy is based on breakout patterns. The converted script should reflect this strategy and incorporate the following indicators: - Moving Averages - Relative Strength Index (RSI) - Supertrend I'm looking for a freelancer who can deliver a polished and fully functional script that mirrors the performance of the original AFL script in TradingView. Feel free to ask any additional...

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    I'm looking for a talented Pine Script coder, familiar with TradingView and experienced in day trading, to assist in the creation of custom indicators specifically optimized for my trading style. Your tasks will include: - Developing platform-specific (TradingView) custom indicators. - Making sure these indicators are suited for day trading. The ideal candidate will have: - Extensive experience with Pine Script. - Strong knowledge of TradingView. - A background in creating tools for day traders. Your work will directly impact my trading decisions, so accuracy and attention to detail are essential for this project.

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    ...GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experience with GUI development in Pyth...

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    ...seeking a skilled Python developer who can help me with a critical task: Translating PDFs. The challenge here is to make sure that the translated content in the PDFs maintains the exact same format and layout as the original documents, without any alterations. Key Requirements: - Translate both scanned and text-based PDFs/images: I need a professional who can handle both types of documents with equal proficiency. - Language Proficiency: The translation will be from English to a variety of languages. Your ability to work with any language from a dropdown menu is crucial. - High Accuracy: The translated content must retain the original meaning and context with 95+% accuracy. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience using ...

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    I have written a Python code to extract a table from an HTML file. I need an expert in Python, Pandas and BeautifulSoup4 to review and make minor adjustments as necessary. The purpose of the table extraction is for data analysis. The HTML file has multiple tables with some nested elements, not overly complex. Key Requirements: - Need an expert in Python programming - Familiarity with Pandas and Beautiful Soup - Experience in data analysis The job mainly involves reviewing the existing code, fixing any issues that may hinder the data extraction, and ensuring that the extracted table is ready for analysis. Please note that no additional data preprocessing is required, just fixing the current code. --- name "iXBRL" , inside folder contain multiple html file...

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    I'm looking to develop a Software as a Service ...integration. - An AI Chatbot with capabilities for information retrieval and analysis. - An OCR (Optical Character Recognition) system. - Both Frontend and Backend development are necessary. - Seamless integration of the AI chatbot, OCR, and payment processing into the website. - A well-documented API to allow for future expansion. The ideal candidate for this project should be proficient in Python (Django/Flask), laravel, node js, vue js, AI programming, and API development. Experience with building SaaS platforms, payment processing integration, and chatbot development would be a great advantage. Accuracy, scalability, and security are top priorities for this project. Immediate availability and good communication skills are ...

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    I'm in need of a skilled Rust developer who ca...of a skilled Rust developer who can work on building a Dex on Solana. Ideal Skills: - Proficient in Rust - Experience in working with Solana - Understanding of building decentralized exchanges - Knowledge in blockchain technologies The main task is to construct a decentralized exchange on Solana. Experience in building Dex is a must, as well as having a good understanding of how to optimize trading pairs and match orders efficiently. Please provide examples of your past work that are relevant to this project. I would like to see the projects you've worked on and your experience in this field. A detailed project proposal would also be appreciated. Looking forward to working with a skilled Rust developer who can bring t...

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    ...dedicated to color trading. Here are the key points for this project: - The website will primarily focus on trading colors, not limited to but not including stock, cryptocurrency, or forex trading. - The site should have a robust user account system that allows users to create accounts, login, and manage their trading activities. - The user account system should include a dashboard where users can track their trades. Ideally, this dashboard should allow for real-time updates of the market. - The site should also allow for profile customization, giving users the option to personalize their accounts. - A comprehensive history of transactions should be available to users to track their past trades and performance. This project will require a developer with exp...

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    Grow My YouTube Subscribers 6 dager left
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    I'm a new YouTuber with less than 1k subscribers. I'm looking to grow my subscriber base to 10k. I'll need someone who can help me with this. Key Requirements: - Proven track record of growing YouTube channels - Familiarity with YouTube's algorithm and best practices for engagement and subscriber growth Skills and Experience: - Social media marketing - YouTube channel management and growth - SEO and keyword research - Content strategy and optimization I'm open to suggestions and strategies to achieve this goal. Please provide a brief overview of how you would approach this project when you bid.

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    I am seeking an experienced Python developer with a proven track record in working with the Scrapy framework. The primary goal of the project is to handle data extraction from websites, dealing particularly with nested or hierarchical data. Key Responsibilities: - Collaborating with the team to define the scope of the project and identify the data requirements. - Design and implement data extraction scripts using the Scrapy framework. - Handle complex, nested or hierarchical data structures. - Ensure the accuracy and efficiency of the data extraction process. Ideal Skills and Experience: - Proven experience in Python development. - Expertise in working with the Scrapy framework. - Strong understanding of web technologies and data structures. - Excellent problem-solving and ...

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    In need of a skilled professional to develop a RESTful API using Python. The API should be designed to handle multimedia data. Ideal Expertise: - Proficient in Python programming. - Thorough experience in RESTful API development. - Should specifically be adept in dealing with multimedia data handling. - Great problem-solving skills. - Conduct testing ensuring optimization and compatibility. Transparency, communication, and attention to detail will be crucial for this role. A fast turnaround will be appreciated without compromising on quality. If you have what it takes to handle this job, I welcome you to make your bid.

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    I'm looking for a skilled TouchDesigner and Python developer to create a script for automatically sending MOV videos as email attachments. Key Requirements: - Design and develop a Python script for TouchDesigner that can attach MOV videos to outgoing emails. - Ensure the script is robust, reliable and can handle various video sizes. - Email content doesn't need to be customized for each recipient, so a standard email template is sufficient. - Mail input from user side Your role will involve: - Understanding the project's requirements and the specific constraints of sending MOV videos via email. - Creating the necessary Python script within the TouchDesigner environment. - Testing and refining the script to ensure it performs reliably across different e...

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    Python Scraping Specialist Needed 6 dager left
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    I am in need of a Python expert, specializing in web scraping. I require someone who can proficiently extract data from various websites. The specifics of the data may vary from text content, images, links, to contact information. Your key responsibilities will include: - Writing effective and efficient Python scripts to scrape data - Ensuring the data is extracted accurately and in a structured format - Delivering the data in a timely manner The ideal candidate should have: - Proficient experience in Python and web scraping - A strong understanding of data extraction techniques - Proven experience in handling and parsing a variety of data types - Excellent communication skills and the ability to meet deadlines Please be prepared to provide examples of your previ...

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    I'm urgently in need of a software developer who can help me fix some bugs in my software and make some necessary adjustments to the code. Key Requirements: - Debugging: You should be experienced in identify...software developer who can help me fix some bugs in my software and make some necessary adjustments to the code. Key Requirements: - Debugging: You should be experienced in identifying and resolving bugs in software. - Code Customization: The project may require some customization of the code to ensure it meets my requirements. Your experience with software development, particularly with Java, Python or C++, will be highly regarded. The project is quite urgent, so I'm looking for someone who can start immediately and deliver fast, but without compromising the ...

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    I'm in search of a seasoned Pine script developer to design my ...developer to design my custom strategy, which involves unique indicators. Here's what's needed: - Design and implementation of my custom strategy on Pine Script - Integration of specific custom indicators - Focus on clarity and user-friendliness Ideal Skills and Experience: The perfect candidate for this job will be proficient with Pine script, TradingView, and understand different types of trading indicators. Prior experience in developing custom scripts will be a significant plus. Application Requirements: I want to see your past work. Show me a project, situate it in context, and tell me about the challenges you faced. This project will require excellent communication, so use your application to ...

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    We can’t use Renko on trading view for signals and strategy Not allowed Doesn’t work Renko doesn’t work with strategies and indicators You have to use candlestick then overlay Renko And then use the indicator. Renko chat don't work, you know that Becareful don’t use Renko Renk is how I trade, but we are trying to autmate this So you are going to have to use Candlestick with Renko overlays and the indicator on the renko, overlays and trade off the Candlesticks with the signals. The renko is to show you the end result, how it is going to look So you have to compare your Candlesticks signals with how the renko signals with what I showed you work They have to match

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    I am looking for a Python developer who can implement concepts from a research paper. - The developer must have solid experience in Python, ideally with an intermediate understanding of complex programming concepts. They should be comfortable with an intermediate level of complexity in translating research concepts into code. - Knowledge and experience with the PyTorch framework is a must. The freelancer will need to use it to implement the code from the research paper. This project will require a good understanding of data structures, algorithms, and object-oriented programming in Python. Experience with prior work involving code implementation from research papers would be advantageous. Please only bid if you meet these qualifications and can deliver quality wo...

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    ...put money hence our AI works on it through big data and automation. The project is about algorithmic auto-investing trading on world wide's financial market. Fixed Rate Job Paid based on success delivery per country. $10/country. Make about 5-10 API/country for installing python, setting SQL for our applications and Google Sheet. For each country may need API for such as : 1. Historical Data 2. Financial Scrapped Source 3. Financial Summary Scrapped Source 4. Interest rate 5. Some More Required Skill & Experience : 1. Php & SQL 2. Familiar with python installing & setting up environments 3. Experienced in Linux Debian & LNMP server by SSH 4. You need to know on how to run python scripts on debian by ssh, and setup cron task on debian, ...

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    I'm seeking a Python expert to delve into a specific set of emails and tackle both sentiment analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzi...

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    I'm looking for a skilled programmer to help me convert my invention into an app for iOS and Android devices. It is preferred that you're located here in SAN DIEGO, CA...however it's not absolute. Key requirements: - I'm open to the programming language, so your expertise in Python, Java, or C and C ++ would be beneficial in guiding the decision. - The main functions the app should possess are user authentication and data storage. I will require a Non Disclosure Agreement [NDA] to proceed with details of the invention. If you've got experience in app development [Coding] and can help me bring my invention to life on mobile devices, please reach out. Looking forward to working with you! Thanks, Mike

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    Hola, quisiera aprender a desarrollar en Odoo. Necesito un profesor de Odoo, serían unas 3 sesiones semanales de 1 hora. Tengo conocimientos básicos de Python, y de creación de módulos en Odoo. Si te interesa por favor respóndeme con el precio que me cobrarías por hora.

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    We are seeking an experienced skilled R...experienced skilled Raspberry Pi developer for an exciting machine workflow using Raspberry Pi and servo motors. The project involves developing software for control, and integrating the Modbus TCP/IP protocol. The successful candidate will demonstrate expertise in Python programming, servo control, and Modbus communication. Phase 1: Set up the Raspberry Pi 4b to control servo motors and configuring communication with the Panasonic Minas Driver and Panasonic Servo Motor. Install Modbus server software and develop custom Python scripts for Modbus communication and servo motor control. Phase 2: Control Iron Core Linear motors and configuring communication with the Mitsubishi Driver . This can turn into a long term project for the...

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    Pine Script Strategy Customization 6 dager left
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    I'm seeking a skilled Pine Script developer with ex...and implementing unique iconography. Key Requirements: - Modify an existing strategy on TradingView's Pine Script - Enhance the visual elements including color, faces, and icons - Utilize unique iconography to make the strategy distinct Ideal Skills: - Proficiency in Pine Script - Experience in creating and modifying trading strategies - Strong eye for visual design and aesthetics - Ability to implement custom faces and icons - Familiarity with unique iconography in trading strategies If you have prior experience in similar projects, please provide samples of your work. You should be able to start immediately and deliver within a reasonable time frame. Important note: If you dobt answer your pm please dont...

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    I'm looking for an experienced developer to help with real-time text data scr...and management using BeautifulSoup. This project is primarily focused on retrieving text data and storing it in a database. Key Responsibilities: - Implement an API scraper to continuously retrieve text data in real-time - Utilize BeautifulSoup for data extraction and management - Develop a robust database to store all the scraped text data The ideal candidate should have: - Proficiency in Python programming language - Strong experience with API scraping and BeautifulSoup - Previous work involving real-time data scraping - A good understanding of database management It is important that the data scraping runs seamlessly and accurately in real-time. Prior experience with similar projects will be...

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    Python Data Analysis File Fix 6 dager left
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    I have a Python file that was running fine last night for data analysis purposes. However, after trying to upload the '' file to GitHub, I encountered an error due to the file size being too large for GitHub. I need to get the Python file running again, but with the '' file stored on an external service to work around the file size limitations of GitHub. Key requirements include: - Identifying and resolving the issue causing the Python file not to run - Storing the '' file on an external service and adjusting the Python code to access it from there Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis and handling large datasets - Familiarity with version control, specifically using GitHub - A...

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    Wordpress + python 6 dager left
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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    Signal catcher for trading xauusd

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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    Wordpress and python developer 6 dager left
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    Python Script Developer for Photoshop Automation & WordPress/WooCommerce Integration We are seeking a freelance Python developer to create a script that automates Photoshop tasks and integrates with WordPress/WooCommerce for product customization. The script will: Develop a Python script to automate Photoshop operations. Integrate the script with WordPress/WooCommerce to retrieve order details. Automatically open Photoshop and modify PSD files based on customer orders. Update text layers with customer input and save customized templates as JPG/PDF.

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    ...looking for someone who can help me create engaging TikTok content that is focused on stock trading. My goal is to target users who are interested in trading stocks, with the aim of improving: - Video Views - Likes and Shares - Follower Count I'm already quite advanced in my knowledge and experience with trading stocks. Therefore, the primary focus of this project will be to create content that will attract and engage this specific target audience. The ideal candidate for this project should have a deep understanding of the stock market and how to communicate complex trading concepts in a clear and engaging way. Key Responsibilities: - Develop a content strategy that resonates with a stock trading focused audience - Create engaging content tha...

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    ...an experienced programmer who can create a bot that will be used for automated trading on Binary.com. Key Functionalities: - The bot will be designed to execute trades based on predefined strategies. This means it should be able to analyze market conditions and place trades automatically as per the set strategy. Ideal Skills and Experience: - Proficient in Python: Since Python is my preferred programming language for this bot, you should have demonstrable experience in programming with Python. - Knowledge of Binary Trading: A good understanding of binary trading platforms and how they operate is a considerable plus. - Experience with Automated Trading: Prior experience in developing bots for automated trading is highly prefer...

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    Trophy icon Bing SEO Optimization for Website 2 dager left

    I'm looking for an experienced professional to enhance the Bing SEO performance of my website. My main aim is to boost its visibility on Bing search results, improve its ranking, and drive more organic traffic from Bing: ...from Bing: https://allied-yacht.com. Key Requirements: - The focus of the optimization should be on the product pages of the website. Ideal Skills and Experience: - Demonstrable experience in improving Bing SEO for websites, with a proven record of increasing visibility and ranking. - Expertise in optimizing product pages for search engines, specifically Bing. - Understanding of Bing's search algorithm and how to leverage it for SEO purposes. In your application, please highlight your relevant experience in Bing SEO optimization for websites, focusi...

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    UDP/IP NETWORK PYTHON EXPERT 6 dager left
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    .The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

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    I'm seeking a skilled and innovative freelancer who can develop a ride optimization algorithm platform for Uber, Lyft, IDrive, and Get Transfer drivers in the United States. This platform should give drivers access to the most profitable rides in real-time, ultimately increasing their revenue and efficiency. Key Platform Features: - Ride Optimization Algorithm: The platform must have an algorithm that helps drivers select long and more profitable rides in real-time. - Real-Time Demand Prediction: It should also predict real-time demand to help drivers make informed decisions. - Fare Estimation Tool: The platform should have a feature to choose the longest and pricing ride from the App ride pool, as well as automatically accept the best rides for the driver. Add...

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    Python Project 9 dager left

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

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    I'm in need of a full-time, mid-level software developer to join our e-commerce company. You should be proficient in Python, Java, and PHP. Your primary responsibilities will include: - Coding and programming: Developing robust, scalable software solutions for our e-commerce platform. - Database management: Ensuring the efficient operation of our databases and managing related processes. - Bug fixing and troubleshooting: Identifying and addressing software issues to maximize performance. Your experience should ideally span 2-5 years, giving you a good understanding of the nuances of software development. In addition to your technical prowess, you should be able to work efficiently within a team and communicate effectively. Your input will be crucial in enhancing our e-commer...

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    ...Response: GPT-3 generates a poem, and the webhook formats the response. Dialogflow Fulfillment: The webhook sends the formatted poem back to Dialogflow. Google Assistant: Reads the poem aloud to the user. Tools and Technologies: Google Assistant SDK: For setting up and configuring Google Assistant. Dialogflow: For natural language processing and managing conversations. Node.js/Python: For writing the webhook server. OpenAI GPT-3 API: For generating content based on user input. Example Code Snippet: javascript const express = require('express'); const bodyParser = require('body-parser'); const { OpenAIApi, Configuration } = require('openai'); const app = express(); (()); const configuration = new Configuration({ apiKey...

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    I am in need of a skilled Machine Learning Developer...complexity, featuring multiple variables. The primary goal of the model will be to understand the relationships between these variables. Key Responsibilities: - Utilize the provided dataset to develop a causal model - Ensure that the model is capable of effectively illustrating relationships between variables - Optimize the model for performance Ideal Candidate: - Proficient in Machine Learning and Python - Experience with building causal models - must have worked on techniques like robust synthetic control, dowhy, econml, trigamite, DECI and other double ML/causal techniques - Strong analytical and problem-solving skills - Ability to work with moderate to complex datasets - Strong understanding of relationship modeling in da...

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    ...doctors' information and disease descriptions. Requirements: Programming Language: Preferably Python. Libraries: Experience with web scraping libraries like BeautifulSoup, Selenium, and data processing libraries like Pandas. Output Format: Ability to export data into an Excel file using Pandas or similar libraries. Error Handling: Robust error handling to manage failed requests and parsing errors. Compliance: Adherence to the websites' terms of service and rate limits to avoid being blocked. Project Scope: Input: A list of CRM numbers and a list of CID numbers. Process: Automate the lookup and data extraction process. Output: An Excel file with the compiled data. Skills Required: Web Scraping Python Programming Data Processing Automation Excel File Generation ...

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    El Pianista 6 dager left
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    ...para continuar". d) La solución solo responde el éxito/fracaso, debiendo recibir desde el cliente los valores necesarios para proceder (clave, tiempos involucrados o el que defina técnicamente) lo mismo para la generación de la relación. También debe permitir integrarse completamente a una aplicación, por lo que en ese caso todo deberá ser manejado en esa solución (también en Python). Debe ser desarrollado en python. Debe permitir que se integre a otra solución que tiene las claves. De preferencia, se interactúa en español. Se reciben sugerencias de como operar, lo anterior en cuando a como hacerlo con la aplicación en donde se integrará. Estamos abiertos a es...

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    I'm looking for an expert in numerical analysis who can help me with a range of tasks. Here's what the job involves: - Solving Linear Equations - Interpolation - Integration While I haven't specified a programming language in the options, I'm currently working on this project by hand. If you're proficient in Python, MATLAB, or C++, your insight into these languages might be helpful. The project is urgent and needs to be completed ASAP. If you're skilled in numerical analysis and can deliver quality work under tight deadlines, I'd love to hear from you.

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    Chrome Extension modify -- 2 6 dager left
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    I'm looking for a developer to create a Chrome extension that will communicate with a server. The extension should be able to: - Extract the first value from the first document that is loaded - Select...Every instance& chrome extension has to connect to the server and if we change the radio button and drop-down on the server it has to be clicked as order wise. If first loaded document Click on 1st value which I had entered in server If second loaded document click on second value Ideal skills and experiences include: - Proficiency in developing Chrome extensions - Thorough understanding of Python for server-side development - Experience with creating APIs for efficient communication between client and server - Strong problem-solving skills to ensure seamless data extract...

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