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    I'm in need of a skilled Python coder to assist me in deploying Locally Hosted Language Model (LLM) applications. Here are the details: - **Operating System**: The deployment is hybrid, so familiarity with Windows, macOS, and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NL...

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    I'm seeking a professional who can help me increase the watch time on my YouTube channel. While I primarily post entertainment videos, I'm looking for strategies to boost this metric to meet the 3800 watch hour threshold. Key Requirements: - Proven experience in growing watch time on YouTube channels - Strong understanding of YouTube's algorithm - Familiarity with content creation and optimization for entertainment content I'm open to discussing different strategies for achieving this goal. If you're creative and resourceful with a track record of success in this area, I'd love to hear from you. Feel free to share your ideas and past accomplishments in your bid.

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    ...in need of an experienced Linux and Server Admin who can help me with the following tasks: - Linux and Server Administration: Proficient in CentOS, you'll be managing my server and ensuring its optimal performance. - Web and App Installation: You'll be responsible for installing and configuring various websites - coded in PHP, Node.js, and React - on the server. Additionally, you'll need to install Flutter and React Native apps. The ideal candidate should have advanced understanding and practical experience in Linux system administration, server administration, and web/app installation. Proficiency in PHP, Flutter, and React Native is required. ------------------------------------------------------------------------------------------ Should have exp...

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    I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliably under these compounded factors.

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    I require an expert in digital marketing, specifically proficient in social media strategy and optimizing Airbnb listings. The primary task is to promote ...Key responsibilities: - Enhancing the presence of my listings on the Airbnb website - Crafting and executing compelling social media campaigns - Ensuring constant visibility within families and vacationer segments The properties are located in the city center, hence a strategic approach to attract urban vacationers and families is essential. Ideal candidate: - Familiarity with Airbnb's algorithm - Acute understanding of social media trends - Expertise in geo-targeted promotion - Experience in the hospitality or real estate sector would be an asset. I look forward to driving my Airbnb business to new heights with ...

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    Seeking a skilled full-stack developer with excellent knowledge in java, css, and html to create a web app akin to Tinder. I already have a design prepared for implementation. A critical requirement is developing a matching algorithm that pairs users based on shared interests. A vast understanding of similar algorithms and experience in creating web apps is ideal for this project.

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    Request details FOR EXPERTS WITH EXTENSIVE EXPERIENCE IN THE FIELD ONLY Objective: Scoring Algorithm for evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, reca...

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    I'm seeking an AI developer to create an AI Resume Creator. The primary f...Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testing and refining the algorithm to optimize the user experience and resume quality Your role will be instrumental in shaping the direction of this AI project. The ability to execute the vision of an AI resume creator with a strong focus on the automatic template selection will be crucial. Please quote AI1 when you apply and ...

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    I am looking for a freelancer who can help me set up iRedMail on my Linux server. - My server is running on Linux. - I have less than 10 email accounts that need to be set up. Due to my lack of technical expertise, I need someone who is familiar with iRedMail and Linux server administration. The ideal candidate should have experience in configuring mail servers and be able to provide a smooth and efficient setup.

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    I'm looking for a skilled professional who can help me secure my Linux server and SMTP setup. Key Requirements: - Deep experience with Linux server security measures and best practices. - Proficient in securing SMTP servers and ensuring authentication is managed effectively. - Capability to implement SSL/TLS encryption for enhanced security. Your application should focus on detailing your experience in this field. Please provide relevant examples of previous projects where you've successfully secured similar systems.

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    I am in need of an experienced Linux developer for a project that involves server configuration and also have knowledge of apache logs as well to fix some apache issue. Important : Job have to done Remotly.

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    I require someone experienced in Linux server management to help optimize the performance of my server. Linux Server Performance Optimization Plesk Obsidian, SQL, PHP Key Responsibilities: - Review the current server setup and performance - Identify areas for improvement - Implement solutions to optimize server performance - Fix the 2 errors. This is not a one-time setup; I may require ongoing management based on the initial optimization results. Your expertise in Linux server management is crucial to this project.

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    ...the captured images. I would like to have an application made that will read the rectangular optical form with 25 questions and 5 options specified in the appendix, with a phone camera. Through the application, first the user will enter the answer key of the exam, then the correct/wrong/blank questions should be calculated by determining the options marked with the appropriate image processing algorithm. In addition, the number of times each question was marked as correct, how many times as incorrect and blank should be kept during each determination. The application must be developed for Android. The general structure of the application and a sample of the answer sheet are attached. Requirements: - Strong knowledge and experience in OpenCV and image processing - Proficiency ...

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    I urgently need assistance with installing a PHP application on my dedicated Linux server. Key requirements: - Expertise in server management, particularly dedicated servers - Proficiency in PHP application deployment - Strong knowledge of Linux operating systems Please only bid if you have significant experience in this area and can start immediately. Your prompt help is highly appreciated.

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    I urgently need assistance with installing a PHP application on my dedicated Linux server. Key requirements: - Expertise in server management, particularly dedicated servers - Proficiency in PHP application deployment - Strong knowledge of Linux operating systems Please only bid if you have significant experience in this area and can start immediately. Your prompt help is highly appreciated.

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    I have a dataset of images and I'm looking for someone experienced in U-Net algorithm. Project description: - Write PyTorch U-Net training model on top of provided base code (, , , ). - Train the model until achieving a validation dice score of min. 0.875. - Deliver source code and trained model until Wednesday 10 pm (Vietnam time zone).

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    We have two sites on windows server that we would like to move to linux, without having to rewrite code for both sites. The current code is ASP and ASPX (vbscript) with Acess dbase. I am looking for someone that can make our ASP and ASPX pages to work on linux server with mysql dbase. We have a VPS on godaddy server, that we can host the two sites on. You are only qualified if you have done this many times before. You may not use our sites to "try" to do this after doing research, we only want experienced individuals on this.

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    I'm looking for a JavaScript developer to add the interactions to an offline web page. I have 1 image. I need in several places on it to put buttons that start the "data flow" - dashed lines (they are supposed to be pseud...in several places on it to put buttons that start the "data flow" - dashed lines (they are supposed to be pseudo animated). E.g. I press button 1 - blue data flows from source to destination, I press button 2 - red data flows from source to destination, etc. There are to be ~20 buttons and the same number of "flows" in several colors. The buttons will have to have their own names, e.g. Windows, Linux, Syslog. The whole thing is supposed to work offline, that is, as an end result I am supposed to get a zip with a directory where...

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    ...No specific error messages are being displayed when attempting to establish the RDP connection. - The remote desktop host is running on Linux. - There have been some issues previously with establishing RDP connections to this server before the Cloudflare tunnel was set up. Your role will involve: - Investigating the issue thoroughly to understand why RDP isn't working as expected. - Implementing necessary changes to the Cloudflare setup or the RDP configuration to ensure a successful connection. - Addressing any underlying issues that might be causing the problem. Ideal Candidate: - A proficient understanding of Cloudflare and RDP, particularly on Linux systems. - Prior experience in troubleshooting and resolving RDP connection issues. - Strong problem-solving skill...

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    I am seeking native Portuguese speakers with a partner to aid in a dual channel natural conversational audio recording project designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which application...parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech recognition and ...

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    ...developer with experience in algorithmic trading to create a bespoke algorithm specifically for the optimization of trading strategies in the crude oil market. Key Requirements: - The algorithm should be written in Python. - It should primarily focus on crude oil trading. - The primary objective of this project is to optimize trading strategies, not price forecasting or risk management. Ideal Skills and Experience: - Proficiency in Python for algorithmic development. - Previous experience in creating and optimizing trading algorithms. - Specific experience in crude oil trading is highly preferred. - A solid understanding of trading strategy optimization. The successful freelancer will be expected to not only create the algorithm but also demonstrate its effective...

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    I'm in need of a proficient developer to create a comprehensive computer (in a network) probe software compatible with Windows and Linux. The software should have the following key features: 1. find systems in a network and log details to a CSV file/db table. hostname, ip addresses , mac address etc along with hard disks ,os,version etc. 2. find applications installed in the computers Ideal Skills & Experience: - Prior experience in developing network monitoring and security auditing software. - Proficiency in programming languages suitable for cross-platform development. - Strong understanding of network protocols and security standards. - Experience with compliance monitoring tools and techniques would be an added advantage. Please include re...

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    ...organic search rankings and traffic. * Perform keyword research and identify target keywords for optimization. * Optimize website content, meta-tags, and other on-page factors. * Conduct regular SEO audits to identify technical issues and opportunities for improvement. * Analyze website data and provide insights into SEO performance. * Understand and stay current on industry trends, search engine algorithm updates, competitive landscape, and internal product development efforts. * Consistently monitors the performance of the content using various analytics tools, such as Google Analytics and Search Console. * Collaborate with cross-functional teams to implement SEO recommendations. * Be responsible for all regular (and ad hoc) reporting and analysis of digital activity providing ...

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    I am looking for an expert in Google organic SEO to improve the ranking of my website's home page and contact us pages. The main goal is to increase my website's traffic. Here's what I expect from potential freelancers: 1. EXPERIENCE: Proven experience in SEO and a comprehensive understanding of Google's ranking algorithm. 2. STRATEGY: A clear, well-defined strategy for improving the ranking of my website's home page and 'Contact Us' page. 3. BUDGET: In your application, please include a detailed project proposal with a competitive price. With your expertise, I hope to improve my website's visibility and drive more traffic. Please provide examples of past work that demonstrate your capabilities in this area. Only those who can ...

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    I recently encountered a sudden booting issue with my AlmaLinux system. The problem began without any known cause and now the system displays filesystem errors during the boot process. I am seeking a proficient freelancer to help me resolve this problem promptly. Ideal candidates for this project should have: - Expertise in Linux systems, especially AlmaLinux - Experience troubleshooting and resolving sudden booting issues - Proficiency in identifying and rectifying filesystem errors Your role will involve: - Diagnosing the sudden boot issue on my AlmaLinux system - Fixing the filesystem errors that are occurring during the boot process - Ensuring that the system can boot successfully without any errors I look forward to working with a skilled freelancer who can efficiently res...

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    Hi, I am looking for someone to setup a Linux VM for me. I have tried to do it myself but have failed. I want to setup a VM so that I can host my own on-premise cloud. I got filerun as software from to do it with. Unfortunately, their installation instructions are not working out for me due to a lack of Linux knowledge. Now I am at a point where someone do it for me and I can work from there. I would like to see you do it so that I can see where I went wrong. I would also like it if you can assist me in the future if and when there is problems.

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    Grow My YouTube Subscribers 6 days 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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    ...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, and debugging etc Personality's Criteria : 1. No toxic working environment 2. Agile, Responsive, and Fast Delivery 3. Collaborative as a team 4. Responsible, Credible, Reliable and Integrity person 5. No agency, only direct hiring ------ I'm looking for a skilled DevOps professional who can help in maintaining my server code. As the DevOps server code maintainer for this project, you will be responsible for: - Server Configuration and Setup: Ensuring the smooth operation of our Linux Debian SSH server. - Code Deployment and Versi...

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    I'm seeking a freelance professional to handle computer-related tasks including data entry, spreadsheet creation, word processing and software applications assistance. Requirements: - Proficiency in Windows, MacOS, or Linux operating systems - Experience with various software applications, including Microsoft Office, Adobe Creative Suite, and OpenOffice/LibreOffice - Ability to handle tasks in a timely manner This project is ideal for someone with a strong computer background and excellent attention to detail. Please apply if you meet these qualifications.

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    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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    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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    I'm a new YouTuber in the Gaming niche, and I would like help to boost my channel's watch time. Key Requirements: - Assisting in promoting my current videos to reach a wider audience. - Optimizing video SEO to improve visibility and ranking on YouTube. Ideal Skills and Experience: - Proven experience in managing YouTube channels, particularly in the gamin...boost my channel's watch time. Key Requirements: - Assisting in promoting my current videos to reach a wider audience. - Optimizing video SEO to improve visibility and ranking on YouTube. Ideal Skills and Experience: - Proven experience in managing YouTube channels, particularly in the gaming niche. - Proficient in video promotion strategies and SEO techniques. - Understanding of YouTube's algorithm and ...

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    I'm seeking an experienced Python freelancer to implement RLlib's PPO for a custom multi-agent environment, where agents act independently. Your tasks will be: - Solving the issue with the learning process. Despite configuring the simplest setting with just one ag...independently. Your tasks will be: - Solving the issue with the learning process. Despite configuring the simplest setting with just one agent, the model fails to find the optimal action. Additionally, the model seems unable to distinguish between the optimal actions for agents with the same action space but different endowments. Ideal skills include proficiency in Python, familiarity with RLlib's PPO algorithm, and previous work dealing with agent-based environments. Experience in crafting efficient re...

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    I'm looking for an expert to set up Redis in a Rocky Linux podman container. The aim is to ensure that it communicates over TLS using a Let's Encrypt certificate. Key Tasks: - Configure Redis to communicate over TLS - Integrate a Let's Encrypt certificate Ideal Candidate: - Proven experience with Rocky Linux and podman - Strong understanding of TLS and Let's Encrypt - Excellent problem-solving skills The successful candidate will make sure the Redis instance is optimally secured and can communicate over an encrypted channel. I can provide the certificates and build process. podman run --name rediscontainer -it rockylinux:9.3-minimal bash microdnf -y update microdnf -y install redis

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    I am seeking a talented machine learning engineer or data scientist to create an automaton for recognising handwritten digits specifically within mathematical problems. Responsibilities: - Develop a machine learning algorithm capable of recognising handwritten digits - The primary focus will be on mathematical problems - Ensure accuracy and adaptability to various handwriting styles - Configure the algorithm to output recognized digits as digital numbers Ideal skills & experience: - Proficiency in machine learning algorithms and principles - Extensive experience with handwriting recognition software - Demonstrate capabilities in Python, TensorFlow or similar platforms - Have a deep understanding of Optical Character Recognition (OCR) - Familiarity with mathematical pr...

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    I need a skilled Pine Script coder for TradingView to help with extracting code from a restricted invite-only script. This script is accessible to me but is otherwise restricted. Key Responsibilities: - Extract the code from the restr...TradingView to help with extracting code from a restricted invite-only script. This script is accessible to me but is otherwise restricted. Key Responsibilities: - Extract the code from the restricted script - Perform major modifications as needed (e.g., changing algorithm, adding/removing features) Ideal Skills and Experience: - Strong experience in Pine Script coding for TradingView - Proven track record of extracting and modifying code from restricted or invite-only scripts - Ability to make significant changes to a given algorithm, indi...

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    I'm in need of a knowledgeable Linux and AWS expert to assist me with various tasks related to command-line operations, system administration issues, and application support using AEM admin console. Key Requirements: - Strong command-line skills: You should be proficient in using the Linux command line for a variety of tasks. - System Administration: Experience in Linux system administration is essential, as I need assistance with file management, user management, and package management. - AWS Services: Familiarity with AWS services, particularly the AEM admin console, is a must. The ideal candidate for this role should possess a deep understanding of Linux, system administration, and AWS services to provide timely and effective job support.

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    I'm seeking an experienced professional to help with boosting my Instagram presence and website SEO. The main goal of this project is to significantly increase my Instagram followers ...project is to significantly increase my Instagram followers and engagement. Key Responsibilities: - Improve Instagram engagement through likes and comments - Increase the number of Instagram followers - Implement effective SEO strategies to drive more traffic to my personal website Ideal candidates will have: - Proven experience in Instagram growth and SEO - A deep understanding of Instagram's algorithm and best practices - A track record of successfully driving engagement on social media platforms - Strong knowledge of SEO strategies - The ability to work independently and creatively t...

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    I'm seeking an experienced and skilled engineer, data scientist to assist in optimizing the cooling power of a new metamaterial. The project involves algorithm development to achieve our cooling optimization goals. I will forward you a report where they've used Genetic Algorithm method to optimize parameters. She has used four flux theory to predict optical properties for different particle parameters. you should not optimize the reflectance... in your work, you should optimize the cooling power Requirements: Proficiency in MATLAB Strong background in optics, material science, or related fields. Experience with genetic algorithms and parameter optimization techniques. Excellent communication skills and ability to work independently. Nice to have:...

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    I am looking for a professional with experi...titles and persuasive, informative descriptions. - Backend search terms: Implement relevant keywords in the backend to improve discoverability. - Enhance Images and multimedia: Ensure high-quality images and videos that attract customers and boost conversion rates. Ideal Skills & Experience: - Proven track record in Amazon listing optimization and SEO. - Strong understanding of Amazon's search algorithm and best practices. - Proficiency in keyword research and implementation. - Creative and persuasive writing skills. - Experience in product photography and video creation is a plus. Please note that I have not specified a target audience or specific keywords. Your expertise in this area will be highly valuable in guiding the op...

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    I am looking for a professional with experi...titles and persuasive, informative descriptions. - Backend search terms: Implement relevant keywords in the backend to improve discoverability. - Enhance Images and multimedia: Ensure high-quality images and videos that attract customers and boost conversion rates. Ideal Skills & Experience: - Proven track record in Amazon listing optimization and SEO. - Strong understanding of Amazon's search algorithm and best practices. - Proficiency in keyword research and implementation. - Creative and persuasive writing skills. - Experience in product photography and video creation is a plus. Please note that I have not specified a target audience or specific keywords. Your expertise in this area will be highly valuable in guiding the op...

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    I'm seeking a professional who can help me increase the watch time on my YouTube channel. While I primarily post entertainment videos, I'm looking for strategies to boost this metric to meet the 3800 watch hour threshold. Key Requirements: - Proven experience in growing watch time on YouTube channels - Strong understanding of YouTube's algorithm - Familiarity with content creation and optimization for entertainment content I'm open to discussing different strategies for achieving this goal. If you're creative and resourceful with a track record of success in this area, I'd love to hear from you. Feel free to share your ideas and past accomplishments in your bid.

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    I'm looking for a freelancer who can help optimize my text and image-based daily news blog for Google Discover. Key Points: - The blog is updated daily and covers news content. - The main goal is to make the content more visible on Google Discover. The ideal candidate should have a strong understanding of Google's Discover algorithm and proven experience in optimizing blogs for the platform. Familiarity with news content and SEO strategies for news websites is a big plus.

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    I own a blog and I'm looking for a skilled freelancer who can assist me in acquiring high authority backlinks that will help to increase organic traffic...the content on my blog. - Analysis of my current backlink profile and making necessary adjustments to improve SEO performance. - Consistent monitoring of the backlinks to ensure they are active and continuously contributing to my website's growth. Ideal Freelancer: - Proven experience in building high authority backlinks. - Familiarity with SEO practices and up-to-date knowledge on the latest algorithm changes. - Previous work with blogs is a plus. - Excellent communication and reporting skills to keep me updated on the progress. In your application, please provide examples of your past work in acquiring backlinks, par...

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    I need an experienced Linux admin who can help me set up a CentOS server to function as a web, database, and file server. The ideal candidate will be familiar with CentOS and have experience configuring a server with multiple services. Key Requirements: - Install and configure CentOS on a server - Set up Nginx as the web server - Configure the server to also function as a database and file server - Ensure the server is secure and optimized for performance - Provide documentation of the setup and configuration for future reference.

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    I am in need of an experienced Algo / Python developer with a strong background & deep understanding of algorithm construction. As part of this project, you’ll be responsible for: Algo for Range breakout :-- - Developing algo in python for Range Breakout strategy - Test it & implement for the demat account in brokers- Upstock, Alice Blue, Dhan & 5paisa Ideal skills for this role include: - Extensive experience with Python specifically in the areas of automation and algorithm development - Familiarity with stock market - Strong ability to run effective algorithms Your role in this task is more tilted towards the developmental side, with the creation of an algorithm being the primary focus. You are expected to apply your Python skills to create a s...

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    I am on the lookout for a tech whizz who can streamline and boost our Squid and Linux configuration to more efficiently handle a large quantity of proxies, potentially using a /48 ipv6 for each, amounting to a massive number (~65k for a /32 and 512k for a /29). Currently, we are facing: - Proxy connection issues - Resource utilization problems We are working with an enormous number of proxies, way more than 50,000. Our current server is running on Ubuntu 20. Ideal Skills and Experience: - Proven track record with Linux (Ubuntu) server management - Thorough understanding of Squid protocols - Expertise in managing high-volume proxy servers - Solid capability to optimize system resources We need someone who can provide a smooth and superfast experience to our users by re...

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    I'm in need of a Machine Learning professional who is well-versed in applying SHAP (SHapley Add...need of a Machine Learning professional who is well-versed in applying SHAP (SHapley Additive exPlanations). Primary Responsibilities: - As the heart of this project involves building Machine Learning models, your role would be crucial in shaping the final product. - I am particularly interested in leveraging the Random Forest Algorithm that would be applied to structured data, encompassing numbers and categories. Essential Skills: - Proficiency in the ML Algorithm - Sound understanding of structured data - Proven experience with SHAP Your expertise will indeed be paramount to this project. As we plunge deeper into the data, your insights and guidance will undeniably le...

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    I'm seeking a skilled Python developer to optimize an existing codebase used for data analysis. Key Requirements: - Improve the speed of the code: The primary goal of this project is to significantly enhance the algorithm efficiency, thus resulting in a noticeable speed improvement. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience working with Python and be able to recognize areas in the code that are causing performance bottlenecks. - Data Analysis Experience: Familiarity with data analysis practices would be beneficial as the code is part of this application. - Optimization: You should have a strong background in optimizing code for improved speed and efficiency. Additional Information: - The code is currently functional but is ...

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