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    I urgently need a competent developer to build a 'text chat' feature for my platform. I’m open to using any popular framework or tech stack. While the candidate will have the flexibility to choose, a mastery of either JavaScript, Python, or PHP would be highly appreciated. • KEY REQUIREMENTS - Implement text chat functionality. - Meet a tight deadline, as completion is needed ASAP. • IDEAL EXPERIENCE - Experience building chat features. - Extensive expertise in JavaScript, Python, or PHP. - Proven track record of maintaining project deadlines. Let's move quickly and efficiently on this project. Looking for dedicated, hardworking, and reliable freelancers! Don't miss out!

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    ...reporting application. The application requires AI functionalities to support my operations, developed using Python. Key functionalities desired include: * Predictive Analytics: Skill in applying advanced statistical theory will be necessary to accurately foresee future patterns based on historical data. * Natural Language Processing: Experience in machine learning algorithms and text analysis will be crucial for successful execution of this feature. * Anomaly Detection: Applicants should be proficient in identifying data points that deviate from the established norm, which is key in preventing potential issues before they occur. Essential skills: * Fluency in Python - Expertise in Python programming is non-negotiable for this project. * AI and machine learning -...

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    Je suis Seo freelance (autodidacte) à Rennes et je suis actuellement à la recherche d'un développeur freelance pour plusieurs missions, tâches, voire un partenariat sur le long terme pour plusieurs projets web. Voici les prérequis indispensables/ le profil que je recherche : Basé à Rennes, maitrise php et python (pour reprendre des scripts d'applicatifs et les modifier), migration, hébergement, sauvegardes de sites, spécialisation Wordpress (pour refontes/amélioration /optimisations de site), design, Seo et automatisation IA (un minimum de connaissances). Je cherche une personnalité avec qui ça pourrait coller et en qui j'aurais confiance à un tarif raisonnable. design ps : pr...

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    I have code for login trading accound and fetch token data. I need to update code to my system. you can create new code for my requirement at same cost.I need to collect live data from the web and candle stick with different time frame.I can choose any minutes interval, I need you to collect Last 10 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. Stock Broker account: If Buy signal find it will automaticlly place Buy order,etc., Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire you and release the payment. If you agree this term you will apply this task Bu...

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    ...professional with advanced proficiency in both Vue.js and Python development. I am focused on building an automated tasks script and require an expert to make this a reality. Here's a highlight of what you'd be doing: - Implementing intricate Python scripts related to automation. - Developing key parts of the project using Vue.js. - Contributing to full-stack development and ensuring seamless integration. The ideal freelancer for this project: - Has extensive experience in Vue.js and Python development. - Comes with a refined understanding of automated task scripting in Python. - Is able to work independently and efficiently. - Is known for timely deliveries and effective communication. I already have script which is written python and d...

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    I need a Python expert to add autosizing to the text in an image. This is required to improve readability and create a more responsive design with the purpose of ensuring the text fits perfectly within the image. The text should properly adjust according to the image size. Specifically, the font size should change in direct proportion to the changes in the image scale. Ideal candidates are proficient in Python and have experience with image manipulation and responsive design elements. The end result should be a seamless combination of image and text without any overlapping or border issues.

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    I am looking for an experienced Python developer who can implement a web application ( using Flask) with text classification capabilities. You'll be dealing with models that are already structured and ready to use. Your task will entail: - Building a web interface that is straightforward and user-friendly. - Incorporating basic functionalities for data import/export. Ideal candidates should have hands-on experience in Python, particularly in handling text classification and embedding. Technical skills in creating simple interactive web applications, especially those capable of exporting and importing data, are also required. Your ability to translate complex solutions into simple, easy-to-use interfaces will be much appreciated. Knowledge and experience in data ...

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    I'm seeking a seasoned developer with significant experience in designing and developing optimization problem on open solver on python software specifically for Windows platform. My project involves creating an open solver that will effectively address a variety of optimization problems. Core skills and experience required for this task are: • Proficient understanding of Linear Programming (LP), Integer Programming (IP), and Non-linear Programming (NLP) as the solver needs to integrate these optimization techniques. • Strong background in software development, particularly with open solvers. Consequently, your role will primarily involve developing a Windows-compatible open solver employing those optimization techniques. It is crucial that you can produce a sol...

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    I'm in need of a seasoned Python expert who will assist in analyzing marketing and sales data for my project. Job requirements: - Solid experience in data analysis, preferably in marketing and sales domain. - Proficiency with statistical analysis using Python. - Track record for transforming raw data into meaningful insights that drive strategic decision-making. - Keen eye for detail, with the ability to turn complex data into understandable reports and recommendations. The ideal freelancer for this project, would be someone who thrives on the challenges of big data, and has a drive for translating numbers into actionable business strategies. Your work will contribute largely to our marketing and sales decisions, so experience in this field will help greatly. Your role...

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    Se busca un desarrollador con experiencia en Django para crear un sistema de gestión de contenido (CMS) personalizado, enfocado en la simplicidad y eficiencia para el usuario final. El proyecto consiste en el desarrollo de un CMS que permita a los usuarios crear y administrar sus propios sitios web utilizando un único template prediseñado. Este sistema debe integrar una solución automatizada para la generación y administración de subdominios a través de la API de GoDaddy, permitiendo a los usuarios acceder a sus sitios mediante URLs personalizadas. Características Principales: Framework Django: El CMS debe ser desarrollado utilizando Django, aprovechando su escalabilidad, seguridad y las facilidades que ofre...

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    I'm searching for a talented developer who can create an AI chatbot that supports both text-to-speech and speech-to-text options for my Toronto-based EdTech platform. This AI tool will be used to engage with digital learning content tailored to our curriculum. Skills and Experience: - Proficiency in Python, JavaScript, or PHP - Proven experience developing AI Chatbots - Conversant with text-to-speech and speech-to-text technology Your Task: - Develop an AI Chatbot based on our preferred programming language or framework - Code the bot to process our curriculum and to produce data reports Proposals: When applying, please provide detailed project proposals including: - How you plan to accomplish this task - Estimated timeframe to complete - Past similar projects Despite th...

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    Searching for developer that understands how to generate AI based images most probably Python

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    ...managers and under the supervision of a senior Python developer. 2. What are we offering? We are aiming to recruit a hard-working Python developer who is open to a full-time offer at a later stage. We are willing to increase substantially the salary later on with a potential bonus/equity that could multiply the base salary if the person and the strategies performs well. This means we could aim to multiply what you would be earning at the beginning. 3. What are we looking for? A Python developer who has experience working with Pandas and Numpy ideally. You will be assisting across different back-end tasks, as well as interacting with APIs from different exchanges. You will also manage a significant amount of data. I need a skilled Python developer who ...

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    We are in need of an exceedingly seasoned Odoo developer to take part in the development and evolution o...are in need of an exceedingly seasoned Odoo developer to take part in the development and evolution of custom modules for our operation system. Diverse range of Odoo skills is a must. Ideal Skills and Experience: - Must be proficient in Python programming. - Experience in different Odoo modules will be an asset. - AWS hosted. Application Requirements: - Please share your past work experiences, especially those that are Odoo related. - The application should mainly focus on your personal experiences and anything that proves your proficiency in Python/Odoo programming. Further details and specifications will be discussed during our interview. Looking forward to y...

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    I'm currently working on a printer port monitor and encountering an issue where it crashes the spooler. As a result, I need expert help to navigate this issue. Ideally, this person should have a strong background in low-level Wi...and solutions This project offers a unique opportunity for a skilled Windows C++ developer to showcase and develop their problem solving ability. Knowledge of printer port monitoring is a requirement for this job as well. The main focus is on low-level C++ development on a Windows platform. PLEASE NOTE: If your language is C++, or not on Windows, please do not bid. Telling me you'll do it in Python or C# isn't helpful right now. Also, I need someone available NOW, not in a few days. If you cannot either guide me or fix my source code,...

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    ...to live operators when necessary. - Allow the receptionist to be trained on relevant information like websites, blog posts, YouTube videos and more. **Required Skills and Qualifications:** - Strong experience in AI and machine learning development. - Proficiency with the platform. - Expertise in NLP and conversational AI technologies. - Excellent programming skills, preferably in Python. **Desired Experience:** - Prior projects developing AI-based customer service or receptionist systems. **Communication Expectations:** - Weekly updates - Submit your resume and a portfolio showcasing relevant projects. - Include a brief proposal outlining your approach to this project. We're excited to bring an innovative virtual receptionist to our team and improve our customer servic...

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    Script de Descarga Udløbet left

    Hola busco un experto en script de descargas multiplaformas. Ideal experto en python!!

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    My project involves image classification and I'm seeking a skilled developer to convert my Python project/models to ONNX. The current format of these models is PyTorch. It's important that the conversion is flawless and optimized for face liveness detection in a C# environment. Next, I want the ONNX models integrated into a sample C# application. The focus will be on user interaction, so knowledge of GUI development would be beneficial. Ideal applicants should have: - Expertise in ONNX, Python, and C# programming - Experience with PyTorch and face liveness detection models - Proficient with integrating ONNX models into C# apps Please detail your experience with similar projects in your bid.

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    I need a skilled Devops engineer with experience in Python, Fast API, React, and Docker to help me separate my backend from the frontend. This task is critical to enhancing security in my software. Currently backend is in Python with Fast API and I'm Docker. Frontend is in React and in Docker. There are about 10 Fast API routes being queried by the frontend currently. Currently, my Docker containers are being hosted on Amazon Web Services (AWS) EC2, so proficiency with this platform is essential. Upon successful completion, the desired outcomes are: - Improved performance - Enhanced service isolation - Simplified development process Backend should have APIs that are protected with authentication and are exposed to the world to allow external services as well as fr...

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    I'm on the hunt for a skilled web developer who is proficient both in frontend and backend development. Key skills include: Frontend: 1. HTML/CSS 2. JavaScript 3. TypeScript 4. Angular.js 5. React.js Backend: 1. Node.js 2. 3. Django I require an e-commerce website to be developed. The ideal candidate will possess experience in designing user-friendly, responsive, and efficient e-commerce platforms. Please attach portfolio examples of your previous e-commerce site developments in your proposal. Proven experience in implementing e-commerce backends and integrating necessary APIs like payment gateways will strongly favor your application. A solid understanding of security and data protection is also vital.

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    I need an experienced web scraper and python developer to retrieve details from a website. I need someone with good python skills who can create a scraper that can scrape data from a specific website. I need the data to be scraped along with the script. To accomplish this task successfully, you should ideally have: - Demonstrated experience in scraping websites with Python. - Familiarity with data and ability to identify key information. - Examples of past work where you've extrapolated similar data. Please include these details when submitting your application. The more specific, the better. Always eager to generate a lasting professional relationship, I look forward to your submissions.

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    I am in need of a professional Data Analyst who is skilled in Power BI. This is a long term engagement and the chosen freelancer w...freelancer will work closely with my team. Key responsibilities: - Understand our specific goals for data analysis projects, which will be clearly communicated. - Excellent manipulation and analysis of data with Power BI. - Experience in creating effective dashboards is crucial. This will facilitate easy understanding of the analyzed data by the team. Ideal skills and experience: - Proficiency in Python, R, and SQL. - Extensive experience with Power BI is a must. - Able to work efficiently with relational databases, NoSQL databases and data warehouses. - Experience in defining goals and setting clear targets is preferred. - Dashboard design skills ...

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    I'm in need of a skilled expert who is proficient in OR-TOOL CP-SAT problem modeling. I am currently tackling a unique scheduling problem concerning tasks and persons. The challenge lies in handling task distributions to persons with specific skills combined with both calendar and geo-spatial r...specific skills combined with both calendar and geo-spatial restrictions. Freelancer Requirements: - Exceptional knowledge and familiarity with GOOGLE OR TOOL CP-SAT - Comprehensive understanding in scheduling algorithm development - Detail-oriented in analyzing categorical data - Experience in considering calendar and geo-spatial constraints during problem modeling The outcame must be a python script that must run on a small dummy dataset. Apply only if you have on field skill...

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    I need a proficient Python developer with substantial experience in AI application development to create an engaging Custom Gen AI Application. 1. Overview: Develop a custom AI application capable of extracting content from PDF documents and images to generate questions and notes. The application will utilize either the GPT-4 or Gemini API for natural language processing and generation tasks. Additionally, the application should provide functionality for correcting PDFs/images and enable users to download corrected answers and notes. 2. Functional Requirements: 2.1 Content Extraction: The application must be able to extract text content from PDF documents and images accurately. Extracted content should be processed to identify key concepts, facts, and details for question and n...

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    I have code for login trading accound and fetch token data. I need to update code to my system. I need to collect live data from the web and candle stick, I have attached the document for data collection from web. Mins Intervals are in Dropdown box, I can choose any minutes interval, I need you to collect Last 5 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. Please view the attach file. Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire you and release the payment. If you agree this term you will apply this task Budet is 600 INR and Good review, Dont expect mo...

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    1. Change the icon and its associated text/image via the backend, specifically through the "Appearance" settings. - Cost: 10$ 2. Convert the initial message input to a textarea to preserve spacing and paragraph formatting in the front-end display. This field should also support text in native languages. - Cost: 10$ 3. Add a "Fall Back" textarea field in the "Appearance" settings. This field will allow for a custom fallback message to be displayed when the bot cannot find an answer, replacing the default "I apologize..." response. For users conversing in Indian languages, ensure this custom message is translated using Bhashini. - Cost: 20$ 4. Introduce a filter option in the backend to view threads that triggered fallback responses. This ...

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    I have code for login trading accound and fetch token data. I need to update code to my system. I need to collect live data from the web and candle stick, I have attached the document for data collection from web. Mins Intervals are in Dropdown box, I can choose any minutes interval, I need you to collect Last 5 candle data from the Excel in the web and other details for each token, I will give token name in the excel, It will automatically display the rows of data. If i chanage time interval it will display those data only. Please view the attach file. I need an intelligent programmer, who can see future problems and solve them clever and independently. Note: I dont know about coding, If you install the code and run successfully at my system thereafter I will hire you and release the pa...

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    I am looking to create a strategy game that requires an in-depth understanding of Python. This project's key elements include resource management, territory control, and decision-making skills. Key Skills and experiences: * Game development using Python programming * History knowledge to authentically represent the game's historical theme * Experience in creating strategy games * Understanding of the game's mechanics, such as resource management, territory control, and decision-making The end product should be a fully functioning strategy game set in a historical theme, featuring compelling and strategic gameplay. The ideal candidate would be someone who could bring a wealth of experience and knowledge to the project.

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    ...during the testing phase ! Hello, I am looking for a programmer for regular collaboration, who can write an upload/download tool for usenet in the first step. Thank you! My Requirements are: -Combine the settings of the programs mentioned (ngPost, Nyuu, NewsUP, SabNZBd) -download functions like the program "sabNZBd" -for Windows (With a proper installation routine and as an .exe file!!) -Python -NNTP (Network News Transfer Protocol) -modern GUI and a nice logo :) -source code, commenting on the source code properly ! -expandable ! -API usage -work with rss feeds -Periodic check if files still complete -option for hidden autostart -The program is supposed to download a certain sort of links like url use with an browser or pdf with an pdf viewer -rar/7zip support -m...

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    I am looking for a seasoned Python developer with experience in Telegram bots. The bot should automate responses and facilitate user registration/authentication. It will need to link with external APIs. The main functionality I am seeking is the ability to handle multi broadcast systems. Key functionalities: - Auto-reply messages - User registration and authentication - Integration with external APIs - Capability to handle multi broadcast systems The bot should be able to handle all databases in one system for efficient broadcasting. Specifically, it should work within a MySQL database. It needs to be able to send messages to specific groups and individual users. Ideal freelancer skills and experience: - Extensive Python development experience - Familiarity with Telegram...

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    I am seeking a proficient Python Developer capable of working on a fog/edge computing project. Your primary task will involve real-time data processing, allowing for improved outcomes across our operations. Leveraging IoT devices, we intend to power our model for an optimized network system. Key responsibilities - Develop Python code for real-time data collection and forwarding from IoT devices. - Implement these solutions within our IoT infrastructure, ensuring seamless compatibility and performance. The ideal candidate will demonstrate: - Proven experience as a Python Developer - Knowledge of fog/edge computing concepts - Track record with IoT devices - Ability to create effective data transmission systems Please ensure you have the mentioned skills and experie...

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    I'm on the lookout for a skilled Python programmer capable of creating a data analysis platform focusing specifically on website data. Your responsibility will primarily involve three core components: 1. Python Scraper: You need to design a Python scraper with the ability to extract embedded content from a range of different websites. Having experience in web scraping, specifically with Python, and knowledge of structure of embedded content will be highly beneficial. 2. Clickhouse: I am seeking data visualization capabilities through Clickhouse. I'm not just looking for someone who can feed data into the system; I need someone who can create visually appealing and easily digestible representations of vast amount of data. Experience with Clickhouse is...

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    I require skilled services from a freelancer who can integrate and visually display data from a CSV file on a W...seamlessly sync with the graphical displays on the site. - Automated updates are required. All graphs should update themselves without manual intervention, providing real-time data representation on the Wordpress site. The ideal candidate for this project will have: - Profound experience in data visualization - Strong knowledge and experience with Wordpress, full stack development, web development,python, java scrip - Excellence in working with CSV files and their integration. If this sounds like you, I am eager to see your bid. Website is in hostinger After this page user has to see, user specefic data Attached csv data Please see before bidding

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    I'm seeking a proficient Python programmer to create a T20 style cricket game code. Key elements required for the job, include: - Coding both batting and bowling mechanics to ensure an authentic and exciting gameplay experience; - Implementing a scoreboard feature that accurately tallies and showcases the ongoing match score; - Structuring a player statistics tracker to monitor and display individual player performances throughout the match. This is an excellent opportunity for a Popularity based programmer who is passionate about cricket and possesses a strong understanding of the T20 game format. Knowledge and previous experience in developing sports-based computer games will be a valuable asset for this project.

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    In this absorbing task, you'll be diving into a Customer Care related project with keen focus on Python, Flask, and SQLAlchemy. - Your main responsibilities will be: - Completing unspecified tasks related to customer care - Automation of customer support processes It's a must to have hands-on expertise in Python, Flask, and SQLAlchemy, as these skills will be integral to task completion. I don't have specific requirements for information to be included within the applications, so feel free to present relevant information that can showcase your experience and abilities the best. While the main goal of this project isn't specifically stated, it revolves around the sphere of customer care, meaning close attention to user needs, quick problem-solvi...

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    I'm in need of a full-stack engineer versed in JavaScript and Python, with proficiency in the React library. Your primary responsibility will be executing maintenance and updates for our existing project. This includes: - Implementing new features and updates - Fine-tuning current functionalities to improve performance - Fixing potential bugs and troubleshooting issues Ideal candidates should have a solid understanding of full-stack development, thorough expertise in Python and JavaScript, and familiarisation with the React library. I'm looking for someone who can hit the ground running on this project, contributing to its operational continuity and enhancement. Strong problem-solving skills and attention to detail are a must.

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    ...looking for a knowledgeable Python developer to create an application using requests library, which will automate the login process into ING Australia's website and load the Account Summary page. The process of loading the page should not require user prompts and should instead occur automatically after a successful login. Key features: - Automated login to ING Australia's website. - Automatic loading of the Account Summary page post-authentication. Ideal Skills: - Proficiency in Python programming. - Familiarity with scraping techniques and protocols. - Experience in automating login processes. - Understanding of the requests library in Python. - Excellent problem-solving and debugging skills. The result I'm looking for is an efficient and relia...

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    I am looking for a seasoned Python developer with experience in Telegram bots. The bot should automate responses and facilitate user registration/authentication. It will need to link with external APIs. The main functionality I am seeking is the ability to handle multi broadcast systems. Key functionalities: - Auto-reply messages - User registration and authentication - Integration with external APIs - Capability to handle multi broadcast systems The bot should be able to handle all databases in one system for efficient broadcasting. Specifically, it should work within a MySQL database. It needs to be able to send messages to specific groups and individual users. Ideal freelancer skills and experience: - Extensive Python development experience - Familiarity with Telegram...

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    I'm seeking a skilled Python coder familiar with OpenAI 1.0.0 and Python version 3.10. I require a simple script that: - Requests input from a user - Sends this input to ChatGPT - Prints the response from ChatGPT 1-2 DAYS Although the script itself is straightforward, I do expect the interactions with ChatGPT to involve advanced AI conversations. The software will be operating on a Windows system. The interaction method with the user has not been specified, so please be prepared for potential adjustments. Ideal skills and experience for this project would likely include Python version 3.10 scripting, OpenAI, AI interactions, and familiarity with Windows operating systems.

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    I'm interested in having a custom Instagram bot developed. The bot is expected to perform the following functions: - Auto DM: The bot should send automatically direct messages every day. - Data Scraping: Additionally, the bot should be capable of scraping data, specifically user profile...the following functions: - Auto DM: The bot should send automatically direct messages every day. - Data Scraping: Additionally, the bot should be capable of scraping data, specifically user profiles from Instagram. I believe the ideal freelancer for this job would possess a strong understanding of Instagram's algorithm, bot creation and data scraping. Knowledge in programming languages like Python, Node.js and experience with Instagram's API are crucial for the successful implem...

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    I'm seeking a freelancer with exceptional experience in business process automation to help automate my sales process specifically. Here's what I need your assistance with: 1. Data Entry Automation: We have copious amounts of data that require efficient and error-free entry into CRM systems. Your ability to create an automat...that will automatically manage our leads, track correspondence, and schedule follow-ups primarily through phone calls. 5. Proposal Creation: In order to save time and effort, I would like an automated system that can generate and send proposals, customized based on the lead information obtained. Strong working knowledge of CRM systems, Excel, and programming languages used in automation such as Python or R is expected. Previous experience in a sim...

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    With a focus on the reorganization of data, this project requires the implementation of a Graph Neural Network to conduct graph clustering tasks. Working with Social Network Data specifically, we aim to uncover patterns and gain deeper insights. Key Requirements: - Proficient in Python programming, as it is the platform for this project - Understands the specifics of Node Classification, Link Prediction and, Graph Clustering - Demonstrable experience in working with Graph Neural Networks - Understands Social Network data structure Experience in graph theory or related fields and previous work with similar types of data are highly appreciated. This project calls for an individual who can operate meticulously, bringing substantial knowledge to the table to develop a Graph Neural Ne...

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    Complete Python APIs Complete FlutterFlow App

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    I have a Natural Language Processing project now. I should finish it in 2~3 days. I will explain it more detail via chat.

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    I need a seasoned Auth0 expert to expand upon a project built on the Python Flask framework, with React JS on the front end. This is a two-pronged project, which I'll detail below: Auth0 Tasks: • Create seamless user registration and authentication. • Implement Single Sign-On (SSO). Additional Security: • Set up two-factor authentication for enhanced protection. To be successful in this task, you should have solid experience with Auth0, Python (specifically the Flask framework), and React JS. Expertise in implementing enhanced security measures, like two-factor authentication, is also required. While not mandatory, any past experience with UI/UX implementation is a plus – even though we have no specific requirements for this project.

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    I'm looking for someone to help me create a bot using Python'... - Experience with bot creation, particularly with simulating user procedures. Project Details: - I have identified a specific procedure for the bot, which involves performing simple software navigation tasks. - The process is simple and doesn't involve many steps, but the chosen freelancer must be able to meticulously replicate this procedure without errors. Ideal Skills: - Proficient in Python programming, particularly with the PyAutoGUI package. - Experience in creating bots for software navigation. - Exceptional attention to detail, ensuring that the bot can seamlessly simulate the entire procedure. Please, only apply if you meet the above requirements and are confident in your ability to deliv...

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    I am looking for a freelancer who can assist me with a Raspberry Pi project. The specific tasks are to program a custom dashboard for a car. Please have a look at the PDF for more details I currently do not have the neces...freelancer who can assist me with a Raspberry Pi project. The specific tasks are to program a custom dashboard for a car. Please have a look at the PDF for more details I currently do not have the necessary hardware components, so I will need to purchase everything. My budget for this project is more than $1000. Ideal Skills and Experience: - Strong programming skills, particularly in Python - Experience working with Raspberry Pi and its various modules and libraries - Knowledge of hardware setup and troubleshooting with Raspberry Pi -Automotive...

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    I require assistance with automating pivot table creation in Excel, using Python scripts. The pivot tables would need to handle both numerical and textual data. The primary operations to be performed on the textual data are grouping and counting. Ideal Skills: - Proficiency in Python - Experience with Excel automation - Ability to work with both numerical and textual data - Understanding of grouping and counting operations for pivot tables Tasks: - Develop python scripts for automating pivot table creation - Ensure proper grouping and counting of textual data - Test scripts to ensure accurate pivot table outputs

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