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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 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 cost-effective.
I'm looking for a skilled developer to buil...looking for a skilled developer to build a BigCommerce website that showcases my products/services. Key Features: - The website should focus on `Detailed Product Descriptions` to showcase my offerings effectively. More than just a list or a catalogue, each product/service should have a comprehensive, engaging description that gives potential customers all the information they need. Design Preferences: - In terms of aesthetics, I prefer a `Minimalistic and Clean` design. Keep the distractions to a minimum, the product/service should be the star of the website. Ideal Candidate: - Experience with BigCommerce is a must. - A knack for minimalist design. - Strong writing and presentation abilities to create engaging, detailed...
I have an issue with my Gmail email signature. When I try to add images to my signature by uploading directly, it's not displaying properly. I use gmail and zoho email client. Used to create the signature. Key requirements: - Image not displaying in email signature after uploading directly - Need a fix for the issue while keeping the signature design intact Ideal skills and experience: - Proficient with Gmail email signature settings - Previous experience in resolving image display issues in email signatures - Strong understanding of HTML/CSS would be a plus The goal is to have the images display correctly in the signature and ensure that it's a seamless experience for all recipients. Do not contact me on WhatsApp or Email!
...navigating the complex intersection of cryptocurrency and international taxation, I'm urgently in need of a seasoned tax consultant. Expertise in the following areas are necessary: - Cryptocurrency taxation: Extensive understanding of tax obligations and implications in both Europe and international settings. - Transfer pricing: Familiarity with the ins and outs of transfer pricing as it relates to cryptocurrency - Foreign tax credits: Guidance needed on how to navigate foreign tax credits in the context of Digital currencies. - Tax treaties: Knowledge of tax treaties that apply to crypto transactions. This task is time-sensitive and requires an immediate response. Ideally, I am looking for someone with a background in international tax law, with specific exp...
I'm in search of a 3D printing service for investment casting using PLA or PMMA or a suitable sacrificial material. I need to produce custom parts of moderate complexity with fine details. The parts are about 1.5 inches x 2.5 inches x 28 inches. I need them printed as single parts. Key Requirements: - The parts are provided as STEP or STL files. - These parts should be created using a sacrificial material such as PLA or PMMA, suitable for investment casting. This 3D print project is centered around the production of a small batch of custom parts. If you have experience in similar projects, your bid is highly encouraged.
We run an aged care service provider. We want to create an AI agent that can act as the Service coordinatior for the services we provide to clients. Tasks that the AI must be able to perform: - Manage Microsoft Outlook service mailbox - We get emails requesting services. Agent must be able to respond with our rates and negotiate this with the customer - If we win the job the agent must then be able to login to various platforms (e.g. , or ) and post an ad to advertise the job. May need to also call local businesses to get information. - We will have many subcontractors apply for the jobs. Agent needs to communicate and negotiate with these individuals. - Agent will present best options for us to pick from. - Once we pick they will interact
I am looking for an expert executive with experience in registering carbon credit projects in international registries. The ideal candidate will have knowledge and experience in the following areas: - Registration Process: You should be familiar with the registration process in various international registries. - Expertise in India: As my project is based in India, it's crucial that you have experience dealing with the specific regulations and requirements in that region. - Forest Conservation: Since my project focuses on forest conservation, experience in registering similar projects is a huge plus. - Carbon Sequestration: The primary goal of my project is carbon sequestration, so a strong understanding of this aspect is necessary. Your role will involve registering f...
I need an expert in Google My Business to assist in optimizing my existing business profile. I am looking to improve the business information section of my profile. Specifically, I am interested in optimizing the following areas: - Business Description - Operating Hours - Contact Information - Product or Service Details The ideal candidate would come with a wealth of knowledge on how to fully optimize a Google My Business profile to make it more engaging and visible to potential clients. Experience in SEO, digital marketing, and Google's ranking algorithm will be greatly appreciated. Excellent communication skills will be essential, to understand my needs and objectives fully before making changes to the existing profile.
...The main purpose of the app is information sharing, with our target audience being adults. Therefore, user authentication, push notifications, and in-app purchases are essential features that need to be implemented. Key Features: - User Authentication: A secure and reliable sign-up and login system is crucial to ensure the safety of user data. - Push Notifications: The app should be able to send real-time notifications to users to keep them engaged. - In-App Purchases: There will be a need for users to make purchases within the app, so a seamless and secure payment system is required. Ideal Skills and Experience: - Proficient in developing cross-platform apps for both iOS and Android. - Prior experience with user authentication, push notifications, and in-app purchases. - Under...
I am looking to develop a Variable Message Sign (VMS) software. The software should be: - Compatible with Windows - Able to facilitate message scheduling and display - Support remote management and control - Allow for advanced message customization - This SAAS (Software As a Service) based Software will be display a content publishing management system for PC, which is installed in the Windows operating system and allows editing solutions and playing the solutions on LCD or LED displays. - The software will be SAAS Based, On which multiple clients will be added, and the APIs of the device sold will be integrated into the Software. - This software will have a variety of media: you can add general windows, cut-to-display windows, Office documents, images, videos, GIFs, text, colo...
As an email marketing agency, we're seeking a skilled freelancer to assist with our email marketing campaigns. Your primary task will be the creation of automated email sequences in Mailchimp that aim to increase our client's product sales. Key responsibilities: - Design and implement segmented email automation in Mailchimp - Create compelling email copy that drives conversions - Monitor and analyze performance metrics to continuously optimize email campaigns - Implement A/B testing to improve open and click-through rates Ideal candidates for this role should have: - Proven experience in creating successful email automation campaigns on Mailchimp - Strong copywriting skills with a focus on sales conversion - Understanding of ...
I need assistance in creating a Kubernetes Manifest for deployment on Amazon EKS. This project is focused on the creation of Kubernetes Manifest files to deploy resources on Amazon Elastic Kubernetes Service. The specific resources, configurations or version of EKS is yet to be determined, and would require discussion and planning. Ideal Skills and Experience: - Proficiency in Kubernetes and EKS - Experience in creating Kubernetes Manifest files - Familiarity with Amazon Web Services Please provide details on your experience with these technologies in your bid.
We are seeking a skilled animator to create a high-quality medical training video, blending real patient footage with detailed animations. This 1-minute introductory video will address common mistakes in vascular access procedures, demonstrating the 'how' and 'why' behind each step. It will feature a mix of live footage and animations, covering crucial aspects like line cleaning, drying, and flushing techniques. The video will conclude with a call to action, encouraging viewers to sign up for a comprehensive training course. If successful, this project will expand into a full series of training videos, offering extensive content and interactive elements for healthcare professionals.
We are in need of a freelance California certified solar designer to review and certify our solar system design. The project is a 280 kW Rooftop PV System for an estate in Southern California. Our Helioscope model, single line diagrams, layout and cabling schematics are all ready for review. Your expertise will be crucial in ensuring the accuracy and compliance of our design. The ideal candidate will have extensive knowledge and experience in solar system design, as well as the ability to conduct thorough peer reviews. Attention to detail and adherence to local regulations are paramount.
I need a professional mailer who can help me forward international mail. I'm looking to have all sizes of mail including letters and packages forwarded to my friends and family in other countries. Bid amount is for forwarding 4 packages. All mail thereafter will be paid at $20 per piece. Key Tasks: - Receive mail and notify me when you receive it (with pictures if necessary) - Professionally repackage mail if necessary - Forward mail internationally to the specified address I would need you to have a physical mailbox for this purpose, preferably at your nearest post office. I can reimburse your expense for opening a mailbox upon receiving proof (like a receipt from your post office). Ideal Skills: - Resourcefulness in managing a physical mailbox - Strong communication skill...
We are a web hosting company offering a free web design together with our packages if the customer does not have a website yet. We therefore need top-quality leads to contact, and they have to meet 2 criteria: 1. The business should NOT have a website (Facebook, free websites etc. are ok) 2. The business MUST HAVE a contact phone AND e-mail. The businesses need to be in the home service business in the UK (Plumbing, Electrician, Roofer, Mason, Painter, Cleaner, Pest control, etc.) We need a CSV file with the following columns): BUSINESS TYPE BUSINESS NAME BUSINESS ADDRESS BUSINESS ZIP BUSINESS CITY BUSINESS LOCALITY (IF APPLICABLE) BUSINESS E-MAIL BUSINESS PHONE BUSINESS SOCIAL LINKS (IF APPLICABLE) SOURCE FOR INFO! (this is the source where you got the info from) I say high-qu...
I need an expert in Power Apps (Model Driven) to help me customize the user interface in the form. Work will be training in a Teams remote session working on a real project. You will need to have excellent skills not work on your own and Google the solution as will be doing live with the customer. We have 1 small project to start then a larger project to help us with if we can build a relationship and display good skills. Key Responsibilities: - Customize form elements to meet my specific requirements - Training on Teams fixing real problems Ideal Skills and Experience: - Proficiency in Power Apps Model Driven (Not Canvas Apps) - Extensive experience in UI customization - Experience working with Dynamics 365 and Power Platform - Strong understanding of data management in Po...
What I want, is for you to read this carefully before responding and wasting your time and mine. I want a notification website built. That will give me notification via a generated email when certain things happen during a trading session. This email notification must be in real time or within 30 seconds of data updates using web sockets. So using web scrapping or, I can buy an API. Do basically, I need a signal when the volume for a symbol goes up or down within a certain percentage that I will give you. Based on previous day open and closing and current day. Looking at or is the type of data that the scrapping will come from. Read over this, let me know your cost to develop, time frame and monthly maintenance if any.
Company name : FOR YOU International Education Short name on the logo : 4U and one more sentence on the logo : Premium consulting for you. I will add the samples and colors I want as pictures. Our company is on international education consultancy. I'm looking for a talented graphic designer to create a professional logo for my business. The main concept of the logo should be to convey professionalism. This logo will be a key part of my brand identity, and I want it to reflect the high quality of my services. The color scheme I have in mind is warm colors, specifically in the reds, oranges, and yellows range. These colors are known to evoke feelings of energy, passion, and friendliness which are all qualities I'd like the logo to represent. In terms of imagery, ...
I am looking for ready made chat application built in .net core. Only looking for ready made projects. Features- Edit message, Delete message, Create Group, Status... I need features which is available in google chat.
Our business requires a proficient freelancer for data entry tasks in our CRM system. TASKS: - You will be tasked with the responsibility of introducing a series of property d...for data entry tasks in our CRM system. TASKS: - You will be tasked with the responsibility of introducing a series of property data. We will provide the online database source where the necessary data can be found. PROPERTY DETAILS: - The data to be entered contains information about different types of real estate properties. These include Residential Properties, Commercial Properties, and Land Properties. SKILLS AND REQUIREMENTS: - Experience in Data Entry. - Knowledge of Real estate property details will be an advantage. - Familiarity with CRM systems is essential to accurately ...
Our call center is looking for a remote Swedish speaker operators for a customer service job . 8 hours/day, Monday - Friday. Central Europe working hours. Inbound and email customer service for an online shop. Bid with your cheap cost per 10 hours. Please write a couple of line of your self or better send a CV. Thank you
I'm looking for a web developer/designer to help me modify my existing website. Here's what I need: - Layout: I'd like to rearrange the existing content sections of the website - New Features and Functionalities: I need a new page to be added to the website, as well as some existing pages to be removed or edited. - Specific Pages: The Home an...and Functionalities: I need a new page to be added to the website, as well as some existing pages to be removed or edited. - Specific Pages: The Home and Services pages need to be worked on. The website is on Squarespace, so I would need someone with experience in this hosting/building platform. I will provide new texts and images. In summary, it will be a new home page, and 1 edited service page, 1 new service page ...
International financial affairs consultants need to analyze hot economic events. The consultant needs to have some knowledge of international politics to evaluate and analyze the economic policies of major countries in the world. At the same time, he needs to analyze the struggles of different countries in the economic field from a professional perspective. Key responsibilities include: - Conduct a thorough analysis of the economic policies of major countries - Identify and understand the economic struggles these countries are currently facing Ideal candidates for this project should possess: - Demonstrated experience in financial analysis, particularly in international affairs - Proficiency in interpreting and understanding economic indicators and policies - Abili...
...app developer to create an exciting and engaging Augmented Reality (AR) application, specifically designed for iOS and Android platforms. Key Requirements: - Dual Platform: The application must be compatible with both iOS and Android devices, ensuring a broad user reach. - Augmented Reality: Primary focus of the app will be on utilizing AR technology to display and interact with objects in real-time. - User Engagement: The application should be designed to engage users with technology and streamline manual processes. Ideal Skills: - Proficiency in AR development for both iOS and Android - Experience with developing engaging and interactive applications - Strong understanding of user-friendly design and interface - Ability to incorporate advanced AR features into t...
We are looking for a skilled ReactJS Frontend Developer to build a game site integrated with Smart Contracts, ExpressJS server, APIs, and a socket server. Responsibilities: Develop a responsive game site using ReactJS. Integrate frontend with Smart Contracts and ExpressJS server. Implement APIs and WebSocket for real-time communication. Ensure seamless interaction with blockchain technology. Requirements: Experience with ReactJS and frontend development. Familiarity with Smart Contracts and blockchain. Knowledge of ExpressJS and backend integration. Proficient in RESTful APIs and WebSocket. Strong problem-solving and communication skills. Preferred: Experience with game sites or interactive applications. Knowledge of Ethereum or similar platforms. Familiarity with Redux, TypeScr...
I need a sales representative who can help me with client outreach and deal closing to grow my social media marketing agency (SMMA). My target market is real estate, law firms, and other small businesses. Key Responsibilities: - Client outreach to my target industries - Closing deals I'm looking for someone with: - Excellent communication skills - Experience with sales or client outreach - A background in social media marketing - Familiarity with my target industries would be a bonus Please include examples of your previous experience and rates with your bid.
I am in need of an experienced professional who can assist with setting up a weekly email campaign that will primarily focus on promoting our products and services. Key Requirements: - Scheduled weekly bulk email setup - Customizable email templates Ideal Skills: - Proficiency in email marketing platforms - Proven experience with setting up and managing successful email marketing campaigns - Strong understanding of best practice for promotional content - Ability to work in a fast-paced environment
I'm seeking a proactive and experienced freelancer to provide comprehensive strata management services for a residential real estate portfolio. Your primary responsibilities will include: - Financial Management: This involves the oversight of the property's financial operations, including budgeting, monitoring expenses, and ensuring financial stability. Experience in real estate accounting and financial management is a must. - Maintenance and Repair Coordination: You will be responsible for organizing and supervising maintenance and repair work across the properties. Effective problem-solving skills and a strong network of reliable contractors are essential. - Bylaw Enforcement: Familiarity with local property laws and strata bylaws is crucial. You w...
I'm looking for a passionate designer to help me create mod...for a passionate designer to help me create modern, clean pamphlets and posters for my product/service geared towards business professionals. The project involves: - Generating modern and clean designs that catch the eye - Understanding of marketing principles to convey my product/service effectively - Ability to target design and content towards business professionals The ideal candidate will have: - Experience in graphic design and marketing materials - Portfolio that demonstrates a modern and clean aesthetic - Understanding of the business professional demographic Your design should be professional, appealing and concise. After all, we wish to convince busy professionals that our product/service ...
Hello, I am looking for a talented 3D graphics designer who could help me complete a project for BMS solutions. Specifically, I need architectural renderings of high quality to be used in various applications. I am not sure if I need the 3D elements with real-time animation, but they must be compatible with various software such as AutoCAD, Maya, and 3DS Max to create 3D graphics for the Building Management System. The perfect candidate should have excellent 3D graphics skills with expertise in 3D architectural renderings and 3D modeling. I am looking for a freelancer to create professional 3D graphics for this project. Accordingly, I expect high-quality deliverables which are creative, efficient, and tested. If you can help me meet my needs and give me what I am looking for, pleas...
I have a registered domain with OVH hosting and need an expert to set up professional email accounts using Gmail. Here are the project details: - **Initial Setup**: I need the freelancer to set up between 1 email account. The ideal candidate for this project should have a strong background in email management, domain hosting, and Gmail. Experience with OVH hosting would be an added advantage. Please ensure that you have access to all necessary tools and can complete the setup efficiently.
Service and ecom website need to built using html css js
I'm seeking a data analysis ...a comprehensive report that is easy to understand for non-experts - Suggesting implications of these trends for potential investors or real estate professionals Ideal candidates for this role will have: - Proven experience in data analysis, particularly in the real estate sector - Proficiency with data analysis tools and software - A keen eye for detail and the ability to spot patterns in large datasets - Strong communication skills, as you'll need to explain complex data in a clear and concise way - A background in economics, finance, or a related field, although this is not mandatory If you're an expert in data analysis and interested in the real estate market, this project is a great opportunity t...
We have a list of around 4,795 energy consultants. This list contains the name of the consultant, the company name they work for, contact information including general email address, telephone number, website, and address. However, we need you to find out the personal corporate email address of each consultant, and insert it into Column K in the Excel sheet. Check the attached file. Time : 48 Hours Budget 50$ Lowest Bidder will win Milestone Payment : no advance milestone payment. After Completed work get payment. Thanks
PROJECT OVERVIEW: We are planning to create a professional A4 landscape brochure, which will comprise 40 to 45 pages. This includes a cover and back page, a table of contents, an "About Us" page, and an introduction. MAIN SECTION OF THE BROCHURE: 01. 31 SERVICE PAGES: Each of these pages presents a specific IT service of our company. 02. 8 CATEGORY PAGES: These pages group various services under thematic focuses. 03. INDEX PAGE: A comprehensive table of contents listing all services, categories, and the additional service page, 04 facilitating easy navigation and quick access within the brochure. 04. INTRODUCTION: A brief introduction to the brochure, outlining its purpose and providing context for the content. 05. "ABOUT US" PAGE: This page prov...
...Yith Shop Manager plugin for my online store. The main changes I need are related to delivery functionality and email notifications. Key Requirements: - Modify the existing delivery date and time functionality within the plugin to suit my business needs - Implement a new feature that sends email notifications to customers regarding their order updates - Specifically, I need a delivery status email to be sent to customers, providing them with real-time updates on the status of their order Ideal Skills: - Proven experience with WooCommerce and its plugins, particularly Yith Shop Manager - Strong understanding of PHP and WordPress development - Experience with implementing email notification systems within an e-commerce platform - Excellent communicati...
I need a Flutter developer for small Customization and Playstore and apple store uploading service. * I purchased one flutter code from themeforest *Additionally, I require a few Edits in app - Integration of two web URLs into the app - Customization of the splash screen * Playstore and Apple Store Uploading Support. Account will be taken from our side *the project will start next week
I'm seeking an exceptional salesperson proficient in selling branded shoes and clothing. My products cater to both men and women, and are designed with a sports branding style. You will be required to: - Showcase and sell various branded products - Understand and appeal to the interests of both male and female customers - Highlight the products' sporty appeal to prospective buyers S...be required to: - Showcase and sell various branded products - Understand and appeal to the interests of both male and female customers - Highlight the products' sporty appeal to prospective buyers Skills and Experience: - Previous experience selling apparel, preferably branded - A keen understanding of sports branding - Ability to appeal to both male and female clients - Excellent custo...
I'm in need of a developer who can create a cross-platform taxi booking app for me. The app should be sleek, user-friendly and include all the necessary features for a taxi service app. Key Features: - GPS tracking: I need the app to be able to track the location of the user and the driver. - Payment integration: The app should allow for seamless and secure processing of payments. - Ride history: It would be great if the app could provide a history of past rides for the user to reference. I'm open to suggestions for additional features that might enhance the user experience, so your expertise in this area would be highly valued. Please make sure you have experience in creating similar apps and are able to show me some examples of your work.
I need an experienced data entry professional to update contact emails in 3 databases All of them are updated I need someone to crosscheck & update if they are incorrect & highlight if it is incorrect. DB 1 MC- 5972 DB 2 H- 754 DB 3 AC- 1033 Bid with the exact price you can do this for. I will go with the lowest bid as its an easy task.
I'm seeking a part-time international relations observer with a focus on political developments in North America. You'll be responsible for monitoring and analyzing political situations, providing written reports on a regular basis. Key Responsibilities: - Keep a keen eye on political developments in North America, including the US, Canada, and Mexico. - Prepare concise, well-structured written reports on the observed political scenarios. - Offer insightful analysis and interpretation of the events to facilitate better understanding. Ideal Candidate: - A background in international relations, political science, or a related field. - Proven experience in political analysis, observation, and reporting. - Excellent writing skills, able to craft clear, concise, and e...
** to know more about the product check this video: "** I need a unique, professional logo that combines text and symbols in Arabic / English for my brand. Brand Name: Collect Me (إجمعني) Service: Waste collection and disposal Target Audience: Individuals, households, businesses, and municipalities seeking reliable and environmentally conscious waste management solutions Brand Values: Environmental Responsibility: Committed to sustainable practices and reducing waste's impact on the environment Community Well-being: Promoting cleaner, healthier communities through effective waste management Reliability: Providing dependable and efficient waste collection services Innovation: Utilizing modern technologies and practices for optimal waste management
...create a comprehensive mobile app focusing on Family Planning. The app will serve as an educational resource and a referral service for users exploring family planning methods. Key Requirements: - Development on Android Platform: The app should specifically be developed for Android devices. - Comprehensive Information: The app should provide detailed information on all family planning methods, including effectiveness, usage instructions, and potential side effects. - Side Effects and Management: Users should be able to access information on the potential side effects of various family planning methods, as well as guidance on how to manage these effects. - Referral Service: The app should offer users options to find and access family planning services through a referral sy...
...in need of an expert who can develop an email service provider software with a strong understanding of SMTP protocol for our own domain. Key Features: - Secure encryption: The software should offer robust encryption to ensure user data and communications are secure. - Spam filtering: A strong spam filtering system is a must to maintain a clean and secure email environment. - Custom domain support: The software needs to allow users to use their own domain for personalization. User Capacity: - The software is expected to support a user base ranging from 1000 to 10,000 users. Interface Preference: - The email service should have a web-based interface for user convenience. Skills and Experience: - Proven track record in developing similar email...
I'm looking for an experienced podcast specialist who can take care of various aspects of my upcoming project. The ideal candidate will have a passion for audio/video production and promotion. Key Responsibilities: - Audio Editing: Each episode is expected ...- Audio Editing: Each episode is expected to be less than 30 minutes, and you will be responsible for editing it to ensure a high-quality listening experience. - Promotion: You should be able to provide ideas on how to promote the podcast and help execute these strategies. - Podcast Creation: You will assist in the overall process of creating the podcast episodes. - Voice Over: I'm looking for a real person to record voice not an AI. The desired frequency of the podcast is project-based. Your input on this would be ...
Create an auto process that will run every minute do the below: 1) Wil...1) Will open Google Chrome. 2) Pull from external endpoint JSON (I will provide) a list of urls and enter each one of them in a new window. 3) In case one of the websites is showing "Dangerous Alert" (or doesnt load from any reason) , an email alert + SMS alert should be sent to multiple contacts that I will provide. Some points and clarifications: A) It can be done with extention, desktop software or any other auto script B) It will run every 60 seconds C) It will be installed on 3 RDPs D) I will need help to find and connect to SMS service and RDP service as I dont know reliable services that can be registered and approved fast. Please provide me a detailed solution how you will pla...
As a weekend Sales Promoter in Bengaluru, I need a skilled individual to drive sales for my line of food and beverages....management on customer preferences and product performance. Key Requirements 1. Excellent communication and interpersonal skills. 2. Ability to work independently and as part of a team. 3. Previous sales or customer service experience preferred. 4. Energetic and outgoing personality. 5. Must be available to work on Saturdays and Sundays. 6. Flexibility with working hours and willingness to work evenings. Benefits: 1. Earn a stipend of 5000 to 6000 along with an incentive per sale. 2. Possibility of converting into a full-time role. 3. Gain valuable sales and customer service experience. 4. Opportunity for performance-based incentives. 5. Fun and dynamic ...
I am in need of a skilled Excel professional who can create a comprehensive Excel dashboard focused on data analysis. The dashboard will integrate with various Excel files to provide real-time data updates. Key Requirements: - Create an Excel dashboard that primarily focuses on data analysis - Integrate the dashboard with multiple Excel files - Ensure that the data updates are in real-time Ideal Skills: - Proficiency in Excel - Experience in creating complex and dynamic dashboards - Knowledge of data analysis techniques - Familiarity with real-time data integration This project is ideal for an Excel expert who can not only design a visually appealing dashboard but also ensure that it is highly functional for data analysis purposes.
