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    2,000 excel macro programming job jobs found, pricing in NZD

    I'm looking for a freelancer proficient in C++, OpenCV, and Qt. The challenge is to seamlessly compile OpenCV 4.5 with GPU support in Qt Creator on a Windows operating system. I have a C++ program that util...The challenge is to seamlessly compile OpenCV 4.5 with GPU support in Qt Creator on a Windows operating system. I have a C++ program that utilizes the real-time object detection feature of YOLO for object recognition. Currently, it's straining the CPU (95-98%). Your task is to lower the CPU load and optimize the program's performance. Ideal skills and experience would include: - Strong C++ Programming - Experience with OpenCV, ideally OpenCV 4.5 - Proficiency. with Qt Creator - Familiarity with YOLO object detection - Experience in performance optimization of ob...

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    I'm seeking a tutor with expertise in Programming, Graphic Design, or Marketing to guide me through the development of a project while teaching me the underlying concepts. While I didn't specify my proficiency level, I'm open to learning from the ground up, so patience and adaptability are key. Key aspects of this project include: - Simultaneous project development and learning: We'll work on a real project in your area of expertise, allowing me to learn by doing. - Tailored teaching: As we work, I'd like you to explain the 'why' behind each step we take, breaking down complex concepts into understandable parts. - Flexibility: I haven't stated my preferred learning style, so your ability to adapt your teaching method to suit my learning styl...

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    In search of an experienced freelancer to modify and enhance my existing Lua programming project, which is gear-based. Key tasks include: 1. Optimizing performance: The system is currently working, but it's not as efficient as it could be. You'll need to delve into the existing code and make improvements where needed. 2. Changing variables: The program might be made more efficient by modifying the current variable set. 3. Adding variables: To improve the algorithmic efficiency, you may need to add some new variables to the mix. KEY REQUIREMENTS: - Incredible fluency in Lua programming - Previous work in optimizing Lua codes Time frame: Ideally, you will finish the project within a month. I urge all applicants to include samples of past work in their applications...

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    Hello, I am in need of a developer capable of creating an Excel tool (.xls format) for efficient management of large amounts of data. The tool should have the following features: Storage of large datasets: The tool should enable storing a large quantity of data. Duplication removal: It should be possible to remove duplicates in Excel files to maintain a clean and organized database. Standardization of French numbers: All French phone numbers in the files need to be modified and put into the correct format, such as +33781462503. Editing and export: Users should be able to edit data in the Excel file and export the changes made. Archiving: Once the data is used, it should be possible to upload it to an archive for future reference. I would greatly appreciate it if you co...

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    I'm looking for a developer skilled in python and Pytest who can focus on unit testing for my project. Primarily, the focus is to test the M2 application deployment and environment creation processes. The ideal candi...delve into the codebase, understand the required specifics, and conduct the testing procedures in a systematic, efficient manner. Key tasks: - Developing and executing unit tests using Pytest - Zeroing in on testing M2 application deployment - Assuring quality of environment creation functionality - Evaluating and analyzing results of the tests Skills and Experience: - Proficiency in Python programming language - In-depth working knowledge of Pytest - Sound understanding of the software testing lifecycle - Prior experience in carrying out unit testing would b...

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    I'm in need of a Pivot table in Excel to analyze my sales data. This will help me track and understand key metrics like units sold and profit margins. Key Project Details: - Data: Primarily sales data - Metrics: Primarily interested in tracking units sold and profit margins - Organization: The data should be organized by product and region Ideal Skills & Experience: - Advanced Excel proficiency, particularly with Pivot Tables - Strong analytical skills for identifying key metrics - Experience working with sales data is a plus - Ability to understand and visualize data in a meaningful way.

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    I need a freelancer to help convert my scanned PDF document into Excel format. The Excel should have the same layout as the original document in the PDF: - Expert in scanned document conversion to Excel is required as the document isn't text-based. - Advanced knowledge in layout replication is necessary because the converted Excel file needs to have the same structure as the original PDF. - Since the PDF contains unknown special data types, ability to deal with potential complexities (like images, graphs, complex tables) would be a plus. The ideal freelancer for this project should have a proven track record in PDF to Excel conversions and dealing with scanned documents. Bonus points for experience with complex data types.

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    I am in need of a proficient freelancer with expertise in data cleaning and data analytics to handle an upcoming project involving Excel. Specifically, the tasks will involve: - Removing duplicate entries, - Correcting inaccuracies in data as needed, - Formatting data to enhance its visual interpretation. The next part of the project involves data analysis, where the focus is on: - Creating data visualizations, particularly concerning the sales trends in our dataset. A background in Excel-based data correction and visualization is essential. Ideally, you've had previous exposure to sales data and are capable of understanding and predicting trends. Your bid should reflect your ability to accurately complete these tasks in a timely fashion.

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    ...confident in my ability to drive engagement and elevate your online presence effectively. Throughout my career, I have honed my skills in creating compelling content, implementing strategic campaigns, and fostering meaningful connections with audiences across various platforms. My experience extends to crafting tailored strategies based on analytics insights, ensuring optimal performance and ROI. I excel in staying abreast of emerging trends and algorithm updates, enabling me to adapt strategies swiftly and capitalize on growth opportunities. Moreover, my strong communication skills and a keen eye for detail empower me to maintain brand consistency and uphold the highest standards of quality in all content produced. I am particularly drawn to this role because of [specific rea...

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    I urgently need to extract the emails from Excel and place each one in a separate cell. In the image, you have an example of what I want.

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    ...serve as a detailed resource, highlighting key aspects of our work and organization. Key Features: -A professional look and feel `-Wordpress based - A comprehensive "About Us" page to outline our mission, goals, and team. - A clear display of our contact information on every page. - Easliy updated by ourselves with graphics based on data collected and stored in MS Excel -Potential for client login The perfect candidate for this job would be an individual with a keen eye for modern web design, experience building informational websites, and ideally some knowledge in Australian agriculture. Good communication skills are necessary, as you'll be expected to collaborate with our team closely. A successful end result would result in a user-friendly website th...

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    I require a meticulous data entry specialist to surf the web and gather information for me. The data you'll be collecting includes text, numbers, and images. Key Requirements: - Proficiency in collecting different types of data: text, numerical, and images. - Experience in navigating between different sources of data, including websites and physical documents. - Capacity to work with a large number of websites (more than 10), ensuring a consistent and accurate output. As a specialist, you'll be responsible for maintaining the data quality and integrity throughout the project. The ideal candidate will have excellent attention to detail, the ability to work with multiple sources of data, and a track record of delivering high-quality data entry work.

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    I'm looking for an Excel expert to help me clean up a dataset. I have a large dataset that contains both text and numeric data that needs to be cleaned up. The specific issues I'm facing are: - Text Data: There's a need to find and remove any duplicated values, missing values, and correct any formatting issues. - Numeric Data: The numeric data in the dataset has inconsistent decimal places and a few outliers that need to be identified and adjusted. Ideal skills for this project include: - Proficiency in Excel, particularly in data cleaning and data analysis. - Experience in handling both text and numeric data. - Strong attention to detail to identify and rectify issues within the dataset. Please, only apply if you have experience with similar tasks and ca...

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    I am in need of...and images. - Update Frequency: I require the data to be updated once. This means that the scraper should be designed to pull the data once and not re-visit for updates. - Data Format: The extracted data should be saved in a CSV file. This is the preferred format for the end result of the scraping process. Ideal Skills and Experience: - Proficiency in Python: A strong background in Python programming is essential. - Web Scraping Experience: Previous experience with web scraping tools and techniques is highly desired. - Data Handling: Knowledge of how to handle and store data in CSV format. - Attention to Detail: The ability to make sure that the scraper is collecting all necessary data accurately. - Time Management: The capacity to complete the project in a time...

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    ...experienced developer myself, I am seeking an expert Python developer with a deep understanding of the Flask framework to collaborate on my project. Here's a glimpse of what I have in mind: Primary Responsibilities: - Appropriate implementation of chosen Flask framework. - Contributing with innovative ideas to enhance the project's effectiveness. Necessary Skill Set: - Strong command over Python programming language with expertise in Flask. - Experience in developing & managing complex Python applications. - Advanced Python coding skills are needed, as experience matters most in this kind of project. Although I haven't decided on specific tasks or functionalities yet, your advice and suggestions would be highly appreciated. There could be future opportunitie...

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    I'm in need of a skilled typist for a data entry project. The task involves entering data into an Excel spreadsheet. Requirements: - Excellent typing speed and accuracy. - Previous experience with data entry. - Proficiency in Excel. - Ability to follow instructions precisely. Ideal Candidate: - Proven track record in data entry tasks. - Strong attention to detail. - Reliable and able to meet deadlines. - Good communication skills. If you have the right skills and experience for the job, I look forward to receiving your bid.

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    I'm looking for a skilled professional who can assist me in entering text data into our project reports. Ideal Skills and Experience: - Experience working with project reports - Proficient in digital data entry - Attention to detail The reports will be provided in digital format, such as Excel or Word. The main task will be to ensure all text data is accurately entered. Additionally, the ideal candidate should be able to ensure the report maintains a professional and consistent format throughout. You may be asked to apply company branding or use specific fonts and sizes. The ability to work with minimal supervision and meet deadlines is a plus.

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    I'm seeking a skilled developer to create an online job platform. This platform will showcase part-time and freelance opportunities, specifically in the realm of finance. Key Features: • A succinct, user-friendly application form for job seekers to fill out • A wide range of job categories, particularly focused on finance related jobs. Ideal Skills: • Website development • Understanding of job portal requirements • Experience in creating user-friendly online forms • Familiarity with finance-related job listings. Your proposal should showcase your previous work on similar projects and share ideas on how you would approach this unique project.

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    Looking for Virtual Assistants to apply jobs in Linkedin. Note - 1. Need to work through Zoom to apply for jobs. 2. Only apply if you are available immediately and ready to work through Zoom

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    I need a freelancer to enter numeric data into Excel from digital sources. Key Requirements: - Proficient in data entry - Expertise in working with Excel - Attention to detail The task is straightforward and simply requires the accurate transfer of numeric information into a pre-existing Excel template. I will provide the data in digital format (Excel, CSV) and expect it to be entered systematically according to the format provided.

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    I have a PDF document that is a mix of scanned and text-based content that I need converted into an editable Word or Excel format. I need this completed as soon as possible. The output needs to be fully editable, meaning that the text should be recognized and convertible to a format where I can change, add or remove text as needed. This means the scanned parts should be OCR-ed accurately.

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    I'm seeking an experienced freelancer for a data entry project. The task involves converting PDF files containing mixed data, both textual and numerical, into Excel. Ideal Expertise: - Proven experience in data entry - Proficiency in Excel and PDF conversion - Accuracy and attention to detail Please ensure all data in the PDF files is correctly transferred to the specified Excel format. I'm looking to post this project up to 100 Rupees. If you have the skills and can handle this type of work, I encourage you to bid.

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    I have a plain PHP script where users can select teams, but I haven't imported the players yet. I already have SQL queries for this, so they need to be imported and linked to their respective teams. When a ...for example, if a player is in League 1, I want all matches in that league to be generated. I've created an example of how I want to visually present this to the user. Check out the example here: Online Soccer Game Example. Choose Ajax and Feyenoord, and start the match for a preview. Changes must be for More details: What programming language is your script currently written in? PHP What information should successful freelancers include in their application? Past work How soon do you need your project completed? ASAP

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    I have a small set of textual data that needs to be typed into an Excel sheet. The purpose of this project is to prepare the data for analysis. Key responsibilities: - Type less than 100 rows of textual data into an Excel sheet. - Ensure data accuracy and consistency. Ideal skills for this project include: - Experience with data entry. - Proficiency in Excel. - Attention to detail to avoid errors. The successful freelancer will need to deliver the Excel sheet with the data accurately typed within the given timeframe.

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    I need a Python 3 script developed that continuously operates with the Lauterbach Trace32 system. This script must perform automated actions which include: - Reading data: It must access and read global variables from Lauterbach Trace32. - Modifying data: It should also make changes to the data in the Trace32 system as required. Ideal skills and experience: - Strong knowledge of Python 3 programming essential - Good understanding of Lauterbach Trace32 to ensure seamless integration. - Experience with scripts that operate in real time or continuously. Looking forward to working with skilled and experienced developers. Creating this intricate continuous script will greatly optimize my workflow.

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    ...strategic thinking data/business analyst for managing and submitting job applications on my behalf over LinkedIn. This includes modifying my resume to match job specifications in a frequent, as-needed basis. Key Responsibilities: - Scanning and applying for relevant jobs in Technology, Health care, and Financial services sectors - Tailoring my resume to match specific job requirements; this could vary with each application - Engaging with potential employers via LinkedIn on my behalf Skills and Experience: - Strong analytical skills - Perfect understanding of job markets in Technology, Health care, and Financial services - Proven expertise in tailoring resumes to match specific job roles - Familiarity with LinkedIn job application features ...

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    I'm looking for an expert in Odoo who can develop for me sample module to show how Odoo works. I am NOT new to programming, but I am new to Odoo. Some background information (not part of this project), my original task is that I need to convert some existing modules to Odoo. So I need to learn the structure, constructs, building blocks and architecture of Odoo. So, this project is a small learning assignment is for me to understand how the things are in Odoo. You need to build them and transfer the knowledge to me about how you have built it. I know ABC of python, so will not be a headache for you (hopefully). I want: Part 1: - Two new modules Classes and Students in Odoo. - Classes Module will have properties Class (String) and Room (String) - Students Module will have pr...

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    I'm looking to create a revolutionary AI influencer for the social media platform, Instagram. The primary aim of this project is to have a virtual being that can consistently produce high-quality fashion and lifestyle content, all while engaging with followers in a way that feels authentic and human-like. Key Responsibilities: - Developing and programming an AI influencer that can create and share posts on Instagram - Ensuring that the content created aligns with my brand's vision and aesthetic - Implementing features that allow for audience engagement and interaction - Monitoring and managing the AI's performance and adjusting strategies accordingly Key Skills and Experience: - Proficiency in AI and machine learning - Experience in social media content creation an...

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    I'm on the lookout for a teaching position in a Primary School, be it as a teacher or a teaching...assistant. I require an urgent recruitment, within the shortest possible time. Address: Tong Rd, LS12 5HE, England. The school must be a Primary School The school must have a vacancy available online. The job role must be a Teacher or Teaching Assistant. The school must be within 1 hour drive. Please check Primary School websites for job vacancies and add into a spreadsheet with: Primary School name - Area/Town - Job Role - Year Group - Advert Posted Date (if stated) - Start Date Anyone who can help me with this job search may be able to get regular work until I find a job. Must use a spreadsheet. Thanks Must have the name of the specific sc...

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    I'm looking to hire someone who can create an Excel VBA workbook to seamlessly integrate with my Zoho Desk setup. This workbook should be specifically engineered to perform the following: - Retrieve the required information from Zoho Desk tickets upon pressing a button inside Excel. Specifically, I need someone skilled in Excel VBA programming and API integration work to: - Design a user-friendly interface in the workbook where one can press a button to initiate the retrieval of ticket information. You should be able to retrieve the latest ticket, and then have two more buttons to go to next & previous tickets. - Implement secure API connections to Zoho Desk to enable the retrieval of ticket information usuing oauth. The fields I need are: Subject A...

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    I'm looki...handle executing regular exports from our Sequel Database to Excel, performing updates in Excel, and subsequently updating the Sequel Database with the altered data. Skills and Tasks; - Mastery in handling Sequel Database on Windows - Familiarity with Data Modeling and Design - Proficiency in exporting and updating database information via Excel - Being responsive and flexible as the frequency of this task may change. Initially, I will need it done daily for a week. Afterwards, it will be an as-needed basis for remote support. Experience in Performance monitoring, tuning, and database backup would be a bonus. The role demands strong organizational skills and attention to detail. A sound understanding of database principles and Excel function...

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    The project entails accurate entry of numerical data into an MS Excel spreadsheet, with a focus on report generation. The ideal freelancer should be well-versed with basic Excel functionalities, such as simulations and formulas, to ensure efficient data processing. Key responsibilities would include: - Accurate and efficient numerical data entry - Setting up Excel to run basic simulations and formulas - Generating effective and accurate reports from entered data The freelancer should have strong attention to detail to maintain data accuracy and proficiency in MS Excel, specifically in creating basic simulations and formulas. Previous experience in data entry and report generation is highly preferred.

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    I'm currently seeking an experienced professional who can craft a compelling CV and marketing portfolio to enhance my job application in the marketing industry. The focus will be on portraying my strength and proficiency in social media marketing, content creation, and marketing strategy. - Deep knowledge of current marketing trends - Ability to highlight career advancements and quantifiable achievements. - Proven experience in creating visually engaging portfolios - Demonstrate my ability to contribute to creative and strategic marketing initiatives. If you have expertise in these areas and a track record of crafting convincing job application materials for marketing professionals, let's discuss in detail!

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    As a virtual assistant, We need your help in posting a single job each day on LinkedIn. We will provide you with all the necessary information for the job post. Your main task will be: - Daily job posting on LinkedIn The ideal assistant for this project will be detail-oriented, able to follow instructions, and have good written communication skills. Experience in job postings or social media management is a plus, but not required. This project is simple and easy and only takes few mins per day, also this is good for those who are starting out as freelancers.

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    In need of a skilled professional who can effectively handle data entry tasks online. The project revolves around entering basic data, primarily names, emails, etc., into Google Sheets. Ideal freelancer will have: * Prior experience with online data entry * Proficiency in Google Sheets * Attention to detail with enteri...skilled professional who can effectively handle data entry tasks online. The project revolves around entering basic data, primarily names, emails, etc., into Google Sheets. Ideal freelancer will have: * Prior experience with online data entry * Proficiency in Google Sheets * Attention to detail with entering data * Ability to enter data quickly and accurately This job does not require any complex calculations, formulas, or programming – just straig...

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    I'm experiencing an issue with my ESP32 software, written in ...computer it works fine on the same device. However when I compile the code on my computer then having these issues. After the repair, the software should be able to effortlessly advance beyond the first screen to run selected processes. To fulfill this job, expert knowledge in C++, a strong understanding of ESP32, and robust problem-solving abilities are essential. • Understand problem with C++ code for ESP32 • Fix software to go past the first screen • Enable software to run specific processes Ideal Skills: -Profound experience in C++ programming -Thorough understanding of ESP32 software development -Advanced debugging abilities -Excellent problem-solving capabilities The project is urg...

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    ...urgently looking for a RapidPro expert to configure it for a very specific use: an SMS marketing campaign. Key Requirements: - Configuration/Programming: I'm not just looking for someone who can install RapidPro, but someone who can configure it for a specific purpose. - SMS Marketing: The main goal for this configuration is to set up an SMS marketing campaign. - Scheduled SMS Blasts: I expect the system to be able to send scheduled SMS blasts to a subscriber list. - Integrations: I need the campaign to integrate smoothly with Social media platforms and Analytics tools. Ideal Skills: - Expertise in RapidPro and SMS marketing tools - Strong programming and configuration skills - Experience in integrating systems with Social media platforms and Analytics tools - Previ...

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    I require a professional with a keen understanding of both Excel and iOS Numbers to convert a single-sheet Excel spreadsheet into an iOS Numbers document. The converted document will need to retain multiple functionalities including: - Basic calculations - Data visualization - Conditional formatting No data interdependency or connectivity with other aspects is required in this case. The ideal candidate should have significant experience with data conversion between these two platforms and a solid grasp of maintaining functionalities in iOS Numbers. Familiarity with creating visually engaging spreadsheets will be highly regarded. I would like to have conversation with someone to make sure I am asking for something reasonable and to clarify exactly whats needed. TY

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    Python programming and machine learning in 2 to 3 days. It requires data pre-processing and data cleaning. The machine learning model will need to be developed. And a relevant report will need to be completed, in 2 to 3 days. The data and details will be provided

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    SEO Specialist Needed -- 2 6 days left
    VERIFIED

    ...to work with me to achieve great rankings. If I say something needs tweaked a bit, I expect the team to listen to my desires as long as those desires will reach the end goal. While working on the main keywords, I expect additional keyword phrases to be used in Chat GDP blog and wiki articles that would benefit the website. That way not all backlinks will be from the list of 20. We can use our excel sheet from previous projects for this. I should see a drastic increase in DA and PA of the website. Post the phrase #seoGuru so I know you read and understand and agree to these terms. Post the sentence in your bid: "I understand and agree to the terms and conditions set forth in the project description. I agree that not following instructions will be grounds for termination a...

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    ...being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an unpaid logic test. In other words, I would not pay you any money whatsoever if you were to pass the first logic test. However, I would pay you $25 (Twenty-Five Dollars) if you were to pass the second logic test,...

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    I need a skilled developer to create a custom indicator for my Tradeovate trading platform. Key Requirements: - I require a 'bar-to-bar' indicator. This means that the indicator should be able to display the comparison of some high/low/close values o...Tradeovate trading platform. Key Requirements: - I require a 'bar-to-bar' indicator. This means that the indicator should be able to display the comparison of some high/low/close values on four consecutive bars. Ideal Skills and Experience: - Proficient in Tradeovate trading platform - Expertise in creating custom indicators - Strong understanding of bar-to-bar indicators - Experience with programming high/low/close comparisons Please reach out if you have the necessary skills and are able to deliver accurate...

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    I have a baseline construction schedule built already; it has around 1000 activities, the schedule is cost & resource loaded. I will provide the update in excel (actual start, actual finish, actual cost), the monthly activities that needed to be updated (actual date & Cost) around 100 activities every month. Please note sometimes I need to provide you comments on the schedule update, so you need to fix the comments. I need you to update the start/finish date and insert the actual cost monthly (once every month). Plus, prepare small narrative report including some P6 PdF. I have the P6 layouts I will share with you. I have the report and layout built in already and I will share it with you. Finally, send me XER file, and Narrative report every month. It is very important y...

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    I am looking for a freelancer to set up the layout for my edirectory website. Layout Preferences: - I prefer a professional and elegant layout design. Color Scheme: - Although I do...- I prefer a professional and elegant layout design. Color Scheme: - Although I don't have specific colors in mind, I would prefer cool/warm tones for the website. Reference Websites: - I have reference sites that I would like the freelancer to take inspiration from. Ideal Skills and Experience: - Experience in web design and layout setup - Proficiency in HTML, CSS, and other relevant programming languages - Creativity in designing a professional and elegant layout - Ability to incorporate cool/warm tones into the color scheme - Understanding of user experience and usability principles in...

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    I am in need of an Excel relational database. The database should have the functionality to enter values automatically from an attached worksheet. The entry of these values will be based on specific criteria, more specifically, column values. Required Skills and Experience: - Strong knowledge and proficiency in Excel - Experience in database creation, management, and optimization - Understanding of data entry and data analysis - Proven experience in creating reporting capabilities within Excel. Using the "Reference data" tab, when the value in Column B is entered in the "Example worksheet" the corresponding values should automatically populate - Tariff code, Duty rate, CPF.

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    I'm in need of an experienced developer to build an undefined banking algorithm. Unfortunately, I can't specify the functionalities that the algorithm must have, or the programming language it should be written in. However, whatever decision you make should serve a main goal that is yet to be defined. Due to this, it's important that you're adaptable, can make informed assumptions, and work under minimal supervision. For this job, you must have: - Expertise in Python, Java, or C++ - Experience in banking algorithms - Understanding of potential functionalities like fraud detection, risk assessment, and loan approval - Skills in either improving efficiency, increasing security, or optimizing resource allocation. Since the main goal is not yet defined, having...

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    I'm in need of a skilled website designer who can help me with som...changing my phone number, password, and Gmail address. These changes are needed across multiple pages of the website. Key tasks include: - Updating the phone number on multiple pages - Changing the password consistently across the entire site - Implementing a new Gmail address in place of the current one The ideal candidate for this job should have: - Proven experience in web design and development - Proficient in HTML, CSS, and other necessary programming languages - Ability to make consistent changes across a large website - Good communication skills - Attention to detail and the ability to ensure all changes are made accurately If you believe you have the right skills and experience for this proj...

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    LOOK AT THE FIL...arguing that information and understanding can be a powerful tool against discrimination. Your proposal will demonstrate: - Deep understanding of the problem: the struggles parolees face when trying to secure housing - Clear plan of action: how community awareness programs can alleviate this issue - Benefits: how reducing discrimination could lead to a more inclusive and supportive society To excel in this project, you should have: - Exceptional skills in persuasive writing - Knowledge of recent legislature related to housing and parolees - An understanding of discrimination in housing applications - Experience in generating community-based solutions or policies Let's build a case to uplift this marginalized group, charting a path to fair and inclusive hou...

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