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    2,000 python vs vba speed jobs found, pricing in SGD
    Excel to Gmail Email Sender 6 days left
    VERIFIED

    I'm looking for a skilled developer who can create a program that will fac...include: - Using Gmail as the email service provider. - The emails will be sent to multiple recipients with the same content. - The frequency of sending emails is irregular. The main responsibilities of the program are: - Extracting email addresses and any other necessary information from the spreadsheet. - Attaching a PDF to each email. - Sending out the emails. Ideal skills: - Proficiency in Python or similar programming language. - Experience in working with Gmail API. - Proven track record in developing email automation tools. Please note that while personalization is not currently required, the program should be built in a way that adding personalization features in the future would be a straig...

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    I need a python programme to download historical prices on daily basis of a list of stocks from the BSE India (Bombay Stock Exchange) website. Data should be stored in csv or excel file. Retrieve data accurately and efficiently.

    $22 (Avg Bid)
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    I have a set of very clear handwritten notes that need to be typed into digital format. Ideal skills for this job include: - Excellent typing speed and accuracy - Proficiency in English language - Attention to detail - Experience in transcription or copy typing would be an advantage

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    I'm looking for a skilled software developer with proficiency in Java, Python, and C# to create a mobile application. The main goal of this project is to design and develop a mobile application with a seamless user interface and user-friendly experience. Key functionalities that the application should have include: - Efficient product catalog and search system to allow users to easily find and browse through available products - Intuitive user registration and login features to ensure a personalized experience for users The ideal candidate for this project should have a proven track record of developing mobile applications, with a strong understanding of Java, Python, and C#. Experience in e-commerce development and a keen eye for user experience design would be highl...

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    Data Entry Typist Needed 6 days left
    VERIFIED

    I'm in need of a competent and reliable data entry freelancer to assist with a project. Key Responsibilities: - Perform data entry tasks with accuracy and speed. - Maintain confidentiality of all sensitive data. - Ensure all data entered meets quality standards. Skills Required: - Proficient in typing with high accuracy. - Attention to detail. - Familiarity with data entry software and equipment. - Excellent time management and organizational skills. This is an ongoing project with a flexible timeline. The ideal candidate will be able to dedicate a few hours a day to this task.

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    In immediate need of a professional e...manuscript. This project requires a comprehensive approach to editing, including proofreading, copy editing, and developmental editing. Key requirements include: - Ensuring grammatical accuracy and consistency throughout the text - Improving sentence structure and overall readability - Providing substantive feedback on plot, character development, pacing, and overall narrative structure The need for speed is critical for this job, as I require completion ASAP. The ideal candidate is a seasoned book editor with a proven track record in all three editing levels. Experience in the genre of fiction is a plus, but not mandatory. Looking forward to working with a detail-oriented, efficient editor who can deliver high-quality work within a tight ...

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    ...Ready to take your sales career to the next level? We are! How to Apply? (Do the Following to be considered, copy and paste the template below and use as your cover letter) 1. Record Your Voice: Read the following sales script with your voice: 2. Speed Test Goto: Change server to any Los Angeles, CA Server. Screenshot or link me to your test result. 3. Are you able to work in USA Time? (-8 PST) working 8am-4pm or 8am-5pm? 4. What is your Sales Experience and Website Design knowledge? 5. Are you able to make 100-200 calls per day? 6. Do you have a quality mic and quiet working environment? Please submit your resume

    $6750 - $13500
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    For this project, I require a freelancer who is adept at data entry from photos to compile a contact list. This list should contain approximately 60 contacts, each with full name (first and last), email, and phone number. Key elements of the project i...project include: - Format: The contacts should be displayed in a simple table, maximizing readability and simplicity. - Order: There's no specific order required for the information, it's more important that details are accurate and complete. - Timeline: This needs to be done as soon as possible. Timeliness and quick turnaround is paramount. The ideal candidate has excellent attention to detail, speed in data entry, and experience working with basic table formats. Previous projects involving contact information organiza...

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    I'm looking for a skilled web developer to review my website on mobile, tablet, and desktop and write recommendations for improvement, with screenshots. Your profile will be more favorable if you have: - Proven experience in creating responsive websites. - An excellent eye for design and user experience. - The ability to suggest and implement additional features that can...developer to review my website on mobile, tablet, and desktop and write recommendations for improvement, with screenshots. Your profile will be more favorable if you have: - Proven experience in creating responsive websites. - An excellent eye for design and user experience. - The ability to suggest and implement additional features that can enhance the site's functionality without compromising on speed...

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    ...Functionality Enhancements: There are areas of the site that need to be improved in terms of functionality. This could involve anything from streamlining the checkout process to creating a better user interface for certain features. - Performance Optimization: It's important that the site runs smoothly and efficiently. I'm looking for someone who can identify areas for improvement in terms of site speed and overall performance. The main goal of these updates is to improve user experience and enhance the site's brand identity. We want our site to be attractive and easy to navigate for the general public. Ideal skills and experience for this job include: - Extensive experience with Laravel - Strong design skills - Proven track record of enhancing website functional...

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    Description: We are seeking an e...service. Analyze data related to rental amounts, property types, locations, and amenities. Provide detailed reports comparing market trends, prices, and available amenities. Create visualizations that clearly illustrate market dynamics. Requirements: Proven experience in data collection and analysis, particularly in real estate or similar markets. Strong proficiency with data analytics tools (Excel, Python, R, etc.). Ability to interpret large amounts of data and to multi-task. Strong analytical skills with attention to detail. Excellent communication and presentation skills. Project Scope: The project will commence immediately upon hire and is expected to last approximately 4 weeks. The analyst will provide weekly updates and a comprehensive fin...

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    ...completing this project: 1. Develop a web scraping script using Python (e.g., BeautifulSoup, Scrapy) to extract data from relevant grant databases and websites (if possible, considering anti-scraping measures). Sites to be scraped: 2. Design a database schema to store the extracted data. 3. Write scripts to clean, transform, and load the data into the database. 4. Design a WordPress directory listing interface with search filters to display the grant information. 5. Develop a user interface to query and display the grant information based on customer criteria 6. Create a Python plugin for WordPress to automate the scraping work, using tools like WP-Python or PyWP. This plugin would allow for scheduled scraping, data

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    As the owner of an advanced security level website, I am seeking professional ha...professional hacking services to conduct thorough penetration testing. The key focus areas would be: - User Authentication Process: Probe for any weak links in our login and authentication systems. - Data Encryption: Assess the robustness of our data encryption protocols. - Server Security: Evaluate potential weaknesses in our server security. Ideal applicants would have significant experience with Python-based hacking tools and a proven track record in cybersecurity. Knowledge of advanced security measures and the ability to recommend improvements after testing is highly desirable. Please provide evidence of your skills and previous work in your application. Make sure your proposals are competitive...

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    Here are the sections contained in the landing page I need, not necessarily in this order. The order is at the discretion of the designer. TITLE: Large ...A minimalist design with a clean and clear look is sought INITIAL SEO SETUP: Keyword Search Engine Optimization SEO Software Installation Image SEO Google Site Verification Register with Google Search Console Register with Google Analytics Google Analytics Software Integration Request Google Site Crawl & Error Checks Google Domain/Site Submission Site Speed Optimization HTTPS/SSL Configuration Mobile Optimization Creation and Upload of an XML Sitemap Configuration of a File Basic On-Page SEO URL Optimization Installation of Basic Plugins (for WordPress si...

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    Attach a self-introduction Engli...back-end technologies, then we want to hear from you! ? What We Offer: Exciting projects in a collaborative environment Opportunity to work with cutting-edge technologies Competitive compensation package Room for professional growth and development ? Requirements: Strong proficiency in both front-end and back-end development Experience with technologies such as JavaScript, HTML/CSS, React, Node.js, Python, etc. Solid understanding of web development principles and best practices Excellent communication skills in US English (native fluency preferred) If you're ready to take your career to the next level and become an integral part of our company, don't hesitate to reach out! Send your resume and portfolio to me. Let's build somethi...

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    I'm a beginner looking for a tutor to help me learn and understand Git and Python, with a focus on branching, version control, Python syntax and functions, as well as building Machine Learning (ML) and Artificial Intelligence (AI) models. My preferred learning style is through hands-on projects. The ideal candidate should have the following skills and experience: - Proficiency in Git and Python - Experience with version control, branching and merging - Strong understanding of Python syntax and functions - Background in building ML and AI models - Ability to teach through hands-on projects.

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    ...redesigning the layout of my website. The current design is outdated and no longer resonates with the brand image I am aiming for. - Enhance user experience: I need you to help improve user experience on the website. This includes simplifying navigation, making the website more intuitive and improving visual consistency. - Improve loading speed: Although this is a secondary concern, I would appreciate any suggestions or implementations to help optimize the loading speed of the website. Your Skills: Ideal candidates should have a solid background in web design and development. Specifically, I am looking for someone with: - Proficient in HTML, CSS, and JavaScript. - Previous experience in website redesign and enhancement. - A strong eye for design and detail. - Excellent un...

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    VCF File Conversion & Parsing 6 days left
    VERIFIED

    I'm in need of a freelancer who can help me parse my VCF file a...my VCF file and convert it to a different format. The main goal of this task is to extract the genotype information from the file. input will be VCF file (from ONT whole genome run) and csv file with columns containing rsID, chromosome number, position. output will be same as input csv file, with extra column showing genotype from VCF at the given position can run on Mac shell so either perl or python would be fine. Ideal Skills & Experience: - Proficient in parsing VCF files and understanding genotype data - Experience in converting files to various formats like CSV, TXT, and XLS - Attention to detail to ensure accurate extraction of the data - Knowledge of any data validation methods would be a plus. shou...

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    I am in need of a competent freelancer who can assist me in creating an Amazon seller's account. I have not done this before and would appreciate someone who has the expertis...most suitable type of account based on my intent to sell clothing and accessories - Provide comprehensive advice on the dos and don'ts as well as best practices for selling on the platform Ideal Skills and Experience: - Previous experience in setting up Amazon seller accounts, particularly for clothing and accessories - Strong knowledge of the different types of Amazon seller accounts (Individual vs Professional) - Ability to provide clear and concise guidance - Excellent communication skills Please note that while I am open to suggestions, I am particularly interested in selling clothing and ac...

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    I'm in need of a Python GUI software to automate sending messages through Google Voice. The software should be able to perform the following functions: - Send messages to individual contacts on Google Voice - Support precise date and time scheduling for these messages -Automated Sending with customized message example: message example {name} and {adsress} -Custom delay settings for each message -Multiple Profile Sender (custom threads) with multiple Proxy support (enable/disable proxy) -Auto login accounts - Auto Skip Terminated Accounts -License system for users -Sending reports Ideal Skills and Experience: - Proficient in Python programming - Experience in developing GUI applications - Familiarity with Google Voice API is a definite plus - Strong understanding of me...

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    ...tablets, and smartphones. SEO Optimisation: Implement on-page SEO best practices, including schema markup and integration with SEO tools, to enhance search engine visibility. Performance Optimisation: Focus on fast loading times through optimised code, image compression, and other performance enhancement techniques. Image Optimisation: Utilise modern image formats and compression techniques to speed up initial page loads. Maintenance and Support: Ongoing Maintenance Plans: Provide plans for ongoing maintenance to keep the website up-to-date and secure. Technical Support Availability: Offer reliable technical support to address any issues promptly. How to Apply: If your team has a proven track record in ReactJS development and meets the above criteria, we’d love to hear...

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    I'm seeking an experienced professional in the field of Electrode Impedance Tomography to work on a project with a focus on analyzing tissue conductivity. Key Requirements: - Ability to conduct Electrode Impedance Tomography with a focus on tissue conductivity - Experience in interpreting and analyzing the collected data - Strong background in medical imaging and/or related fields P...Impedance Tomography to work on a project with a focus on analyzing tissue conductivity. Key Requirements: - Ability to conduct Electrode Impedance Tomography with a focus on tissue conductivity - Experience in interpreting and analyzing the collected data - Strong background in medical imaging and/or related fields Proven experience with Electrode Impedance Tomography using EIDORS (Matlab) or pyEIT ...

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    I'm seeking an experienced financial analyst to conduct a detailed comparison of the long-term wealth accumulation of purchasing a home with a mortgage vs continuing to rent. Key Components: - Assess potential financial outcomes of both renting and purchasing a home - Focus on long-term wealth accumulation - Take into account anticipated changes in property value over time Ideal skills and experience: - Proven experience in financial analysis, specifically around real estate - Familiarity with property market variables and predictions - Ability to present data in a comprehensive yet understandable manner.

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    I'm in need of a Python Jupyter expert who can support me in the development of a machine learning model. Here are the specifics: - **Task**: The primary task revolves around machine learning, specifically model development. - **Current Project Stage**: The project is currently focused on model development, so we've already completed the data collection phase. - **Model Type**: The model type we're focusing on is classification. Ideal candidates should have solid experience in machine learning, particularly in classification models. Expertise with Python and Jupyter is also a must. If you have a good handle on data analysis and statistics, that would be a huge plus.

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    ...with my face and above that there will be text showing my emotion. - Add AI voice (right now im using google voice which is robotic) - Use chatgpt api for conversation with the chatbot (leave blank for api keys, i will provide it myself, right now im using predefined inputs and outputs) Ideal Skills and Experience: - Proficient in UI/UX design and web application development - Experience with Python and relevant web development libraries - Prior experience in developing chatbots or similar AI-driven applications - Strong understanding of user behavior and interactivity - Ability to implement UI component libraries and proven track record of successful UI/UX design - Strong problem-solving skills and attention to detail If you possess the above skills and are passionate about c...

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    I'm looking for an expert in web development to tackle some critical issues and expand my website's functionality. The site currently has a few defects, needs extra features, and could use a facelift in certain areas. Here's what's been identified so far: - Broken links and slow loading speed - Incorrect information present across several pages These issues impact the user experience negatively, and I need them fixed. In addition to that, I wish to incorporate more options such as: - Adding a collection of posters for informational purposes - Enabling interactive forms for enhanced user engagement - Introducing a blog section to boost content Ideal candidates will have a solid background in web development, with a proven track record of troubleshooting and enha...

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    We're looking to recruit a rockstar virtual assistant to execute admin tasks with SPEED. Plenty of room for advancement and long-term employment if you’re competent, hard-working, and efficient. Skills required: - Excellent English is a MUST - Knowledge of Google sheets - Basic knowledge of Wordpress - Flexibility with working time and hours Job roles include but are not limited to… - Scraping basic information from website lists - Navigate Wordpress and add needed information Note - put the number ‘88’ in your application so we know you’ve taken the time to read this description!! Required personal attributes: - Strong work ethic - Focus and efficiency - Great English skills Expect a long term role with plenty of room for growth. Approx ...

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    I'm looking for a proficient NLP programmer to help me implement a Spell Checki...The ideal candidate should have expertise in NLP and should be comfortable working with the following requirements: - Expertise in NLP: Proficiency with BERT model in particular - Programming Language: Comfortable working with Python - Accuracy Expectation: The spell checking algorithm should provide balanced accuracy and performance, particularly for large texts. The project's main goal is to deliver an efficient and effective spell checker that can handle large datasets. This will require a nuanced understanding of NLP, particularly the BERT model, as well as Python programming skills. The balance between accuracy and performance is crucial, as the spell checking algorithm should ...

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    I need a Junior Python Coder who may teach the kids I shall prefer the Female Coders I need work for long term

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    EXCEL VBA + EXCEL EXPERT. Please check video attachment and excel file and tell me if you can do this. Quality of proposal cover letter is always #1. Be #1. This will take 1 hour to code and complete if you know what you are doing.

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    I'm looking for ...looking for an experienced programmer to assist with the design and development of a Windows Remote Access Trojan (RAT). - SPECIFIC FUNCTIONALITY: The RAT should be specifically designed for system control, enabling legitimate access and manipulation of systems when necessary. - DEVELOPMENT SKILLS REQUIRED: A comprehensive understanding of Windows OS, solid coding skills (particularly in C++ & Python), and a deep familiarity with system's internals and protocols are necessary. - SECURITY ASPECTS: The freelancer should also possess a strong understanding of security practices to ensure our software is robust and secure against external threats. Please note, that this is strictly for ethical, white-hat purposes, including penetration testing and s...

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    Hello everyone! I'm looking for a Python freelancer/developer who can complete my code. Topics to know crypto/api/websocket/solana. If anyone wants to offer their service please contact me for more informations

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    I'm in need of a Python developer to create a script that will convert data from a Google Sheet into individual text files. Key Requirements: - Data Handling: You should have experience in handling data from Google Sheets, and be able to efficiently transfer it to text files. - Unique ID Generation: The script should include a mechanism for generating a unique ID for each text file. This ID should be randomly generated. - Custom Header or Footer: Each text file should have a custom header or footer. Ideal Skills: - Proficiency in Python - Experience with Google Sheets API - Strong understanding of data handling and file creation - Knowledge of random ID generation - Ability to add custom header or footer to files

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    This project needs a skilled professional who is highly efficient with dbt, Databricks, Snowflake, Google Cloud Platform (GCP), Python programming, and SQL database management. Responsibilities: - Execute data transformation tasks using dbt - Process and analyze data using Databricks - Handle data storage and querying on Snowflake - Manage cloud platform setup and tasks on GCP - Implement Python programming for data manipulation - Write and manage SQL queries and database Ideal Skills and Experience: - Prior experience in the same field - Intermediate level expertise in dbt data transformation - Knowledge of Python and SQL - Understanding of cloud architectures, particularly Google Cloud Platform - Familiarity with Snowflake and Databricks Applicants with su...

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    I have a script that has minor issue. see attached specs budget $50 must finish within 1 day of selection

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    Python Assistance 6 days left
    VERIFIED

    I'm looking for a Python expert to help me with some specific tasks. The tasks are varied and I will provide more details upon chatting with interested freelancers. Ideal skills and experience: - Proficient in Python - Experience in data analysis, web scraping, and automation - Able to understand and tackle various Python tasks efficiently - Good communication skills for explaining concepts and discussing project details. - Flexible and able to adapt to changing requirements Please note that due to the nature of this project, I can only provide specific details once we have a direct discussion.

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    We have an existing platform that fetches top news headlines based on interest and uses GPT in order to compile them into a headline and send via SMS. The current bot is a selenium and existing panel is a basic Django admin. These are the new revamps that I'm looking for Scraper Fix: Need scraper fixed so it utilizes a blend of IP address locational data to find content that interests, and is more centered on things United States people would enjoy reading about. The current texts sometimes show Indian news that is out of context. So need a revamp of the news finding system in order to actually find meaningful arcticles and headlines. Right now it shows nothing that would be at the top of google news with a quick glance. Also would be nice to integrate twitter news into this someway...

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    I'm looking for an experienced Python developer to critically analyze and enhance the efficiency of an existing Python code that I've been using for data analysis. The main areas to be addressed are: 1. Performance Enhancement: - Faster execution time - Ability to deliver more accurate results 2. User Flow Improvement: - Enhanced user interface for better interaction - Smoother transitions between functions - Clearer error messages to ease the debugging process 3. Additional Capability: - Incorporate built-in data visualization features to the code. Ideal skills and experience for this job include advanced Python programming, proficiency in data analysis and visualization libraries, and a solid understanding of user interface design prin...

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    ...existing Excel VBA project that interfaces with AutoCAD 2020. I'm looking for an experienced VBA developer to update the current functionality. Key Requirements: - This project involves updating an existing Excel VBA tool that works with AutoCAD 2020. The tool is currently used to generate data in Excel extracted in AutoCAD drawings what can be easy changed and send back to the relevant Drawings. You will be required to maintain the current functionality while also enhancing its capabilities. - The existing tool is aimed at automating the process of generating Excel data from AutoCAD drawings based on. The updated version should be user-friendly, and should ideally also allow for some form of automation of repetitive tasks within AutoCAD itself. - You should...

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    I'm in need of a professional who can optimize my Shopify website for speed, with a specific focus on the collection pages. Key Requirements: - The site needs to pass the Core Web Vitals assessment, ensuring a good user experience. - The selected freelancer should be able to identify and resolve issues that are slowing down the site. Prior Experience: - Experience in optimizing Shopify websites for speed. - Familiarity with Google PageSpeed Insights and its recommendations. Please provide details of your experience with similar projects when bidding.

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    I'm in need of a web security expert with comprehensive knowledge in Secure Coding Practices. Ideally, you'll have: - Proficient experience in Python, Java, or C++ - Look for a programmer, web developer, or cybersecurity person who has experience in authenticating accounts or experience using Burp Suite tools.

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    Shopify Speed Boost (LCP) 6 days left
    VERIFIED

    I am reaching out to you today because I am facing a critical issue with my Shopify site that I believe requires your expertise. After reviewing my site's performance metrics, I have encountered a significant challenge with the Largest Contentful Paint (LCP) specifically on mobile devices. According to the Google Search Console, my site is experiencing an LCP issue, where the loading time exceeds the recommended 2.5 seconds, adversely affecting the mobile user experience. The exact warning presented is as follows: "Warning: Needs improvement LCP issue: longer than 2.5s (mobile)" Understanding the importance of LCP in enhancing user satisfaction and potentially influencing search engine rankings, I am keen on addressing this issue promptly. I am seeking your professional serv...

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    ...formatted into an Excel or CSV file. This data should include details such as date, time, classification, and direction. While I do have an Azure account for hosting and I am comfortable with it, I am also open to suggestions on which programming language would be the best fit for this project. The ideal freelancer for this task should possess the following skills and experience: - Proficiency in Python, C++, or Java - Familiarity with Microsoft Azure or similar - Experience in image classification and object detection - Ability to create Metadata files in Excel or CSV format. Remember that while these are the core requirements, I am open to suggestions and modifications that could improve the efficacy and efficiency of the program. We will use the program to process 40-...

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    I am in need of a data mining expert proficient in Python, machine learning, and Selenium to facilitate a data mining project. If you are interested, so there would be 2 contract fix rate $50/country flow, and $3-5/hr for code's maintainance. Depends on your profile’s experience. $5/script for easier works (like scrap-data transferring between GS&SQL), Purpose of the project: The primary objective is to extract valuable information from a large set of data. The specific type of data to be mined will be shared with the successful candidate. - Skills and Experience: - Proficient in Python - Hands-on experience with Selenium - Thorough understanding of machine learning algorithms - Experience in handling large sets of data - Strong knowled...

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    ...problems. Key Issues: - Speed: My website's load times exceed 4 seconds. This is significantly impacting the user experience, especially on mobile devices. A speed optimisation expert who can provide effective solutions is required. - SEO: Despite my continued efforts, my site does not appear in the top 10 results for my primary keywords. I require a professional with a strong background in SEO to help boost my site's visibility on search engine result pages. Ideal Skills And Experience: - Proven experience in website speed optimization. - Extensive knowledge of SEO strategies and their application. - Strong understanding of google ranking factors. - Experience with mobile optimization. I'm looking forward to an expert who can dramatically in...

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    I need a Wordpress website th...essential part of the website. The gallery should be easily accessible and the images should be displayed in a professional and attractive manner. - Navigation: The website needs to be easy to navigate with a clear and logical structure. - Mobile Responsiveness: The website should be fully responsive, ensuring a seamless experience across all devices. - Performance: The site should be optimized for speed and performance. The website is expected to have more than 10 pages. This means that the chosen freelancer should have a strong understanding of web design and be able to create a site that is engaging and informative while maintaining a sleek, modern look. Experience in creating image galleries, particularly within a Wordpress context, is highly ...

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    Hi all, This is a quick speed optimisation project in a day or maybe under a day [ Need to be done as soon as possible ]. Plugins already installed: - Litespeed cache - Smush Pro - WP optimise Currently using cloudflare servers. Also tried WP rocket but still the page loading speed is a lot, it's about 10 seconds as of now, I want all of my pages to load under 3-5 seconds. Budget - Rs.1000 Write "Apply" on the top of the bid before applying. Thanks!

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    I'm looking for a freelancer with expertise in integrating a Hikvision face recognition attendance device with Odoo. Key Requirements: - Integration of a face recognition attendance device from Hikvisi...looking for a freelancer with expertise in integrating a Hikvision face recognition attendance device with Odoo. Key Requirements: - Integration of a face recognition attendance device from Hikvision with Odoo 17 - Real-time attendance tracking - Experience in integrating Odoo with hardware devices Ideal Skills: - Proven experience in Hikvision device integration - Proficient in Odoo 17 and Python - Strong understanding of attendance tracking and payroll systems. Please note, we are a small organization with less than 50 employees. So the solution should be scalable and ...

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    ...seeking an experienced Python developer who can help me with a project involving parsing a set of mixed data structures from text files. The data is not overly complex, but it does contain a variety of structures. The size of the files is less than 1 GB. Your responsibilities will predominantly include: - Developing a Python script to parse the text data - Converting the parsed data into JSON format Ideal skills for this task include: - Strong Python programming skills - Experience in parsing text data - Background in working with JSON data - Ability to handle mixed data structures - Understanding of efficient file handling methods, for processing less than 1GB of data If you have a proven track record in similar projects and can showcase a deep understanding of ...

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