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    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.

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    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.

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    ...Tasks to be undertaken include - - Retrieving customer data from the database - Cleaning the data efficiently to ensure it is free from errors and inconsistencies - Analyzing the data to provide detailed insights - Demonstrating these insights through clear visual tools The ideal freelancer for this job would display deep understanding and experience in SQL to query and manipulate databases. Python scripting knowledge for data analysis and cleaning is a major plus. Proficiency in using data visualization tools like Tableau would also be beneficial in conveying the results of the database analysis. The ultimate goal of this project is to use data effectively to inform business decisions regarding our customer base. If you find you have these skills and experiences, I'll b...

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    ...Cuba by providing a secure, efficient, and fast-loading platform for users and vendors. Our goal is to create a seamless and attractive online shopping experience that caters to the unique needs of the Cuban market. Purpose of the Request: The purpose of this letter is to formally request your participation in the CubaMarket project and to request a quote for the development of the necessary technological infrastructure. We need an experienced and highly skilled team to successfully carry out this project within the established budget. Project Description: The project involves the development of the necessary technological infrastructure for CubaMarket, including backend, frontend, and the integration of hosting and CDN services. Here are the key details: Backend: We will use ...

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    ? Are you a skilled Full-Stack Develope...Exciting projects in a collaborative environment Opportunity to work with cutting-edge technologies Competitive compensation package Room for professional growth and development ? Requirements: Top-level English communication ability (Prefer US Native speaker) 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 looking for an experienced Python Developer to assist with web development tasks using Django and Flask frameworks. Key Responsibilities: - Implementing web development tasks using Django and Flask frameworks. - Ensuring the code is of high quality and meets our standards. - Collaborating with the team to deliver project requirements on time. Ideal Candidate: - Proficiency in Django and Flask is a must, with experience in building scalable web applications. - Previous experience with Python for web development is highly desired. - Knowledge of databases and data storage systems like MySQL, PostgreSQL, and MongoDB is a plus. - Strong communication skills and ability to work well within a team.

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    I'm in need of Revit expert to craft a custom template for me. Key Deliverables: - **Pre-set levels, plan views:** I'll provide you with the specifics, you set them up. - **Detail-oriented columns, joists, beams, trusses:** I'm looking for these to be detailed with basic dimensions and parameters. - **Standard line types, dynamic families:** Including those you need to create from scratch. - **Sheets and basic Revit components:** Your role includes not just setting up the template, but also ensuring it's well-documented and easy to use for someone with intermediate Revit proficiency. Ideal Skills: - Proficient in Revit, with demonstrable experience creating custom templates. - Strong understanding of architectural and structural components and design. If you...

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    I'm in need of Revit expert to craft a custom template for me. Key Deliverables: - **Pre-set levels, plan views:** I'll provide you with the specifics, you set them up. - **Detail-oriented columns, joists, beams, trusses:** I'm looking for these to be detailed with basic dimensions and parameters. - **Standard line types, dynamic families:** Including those you need to create from scratch. - **Sheets and basic Revit components:** Your role includes not just setting up the template, but also ensuring it's well-documented and easy to use for someone with intermediate Revit proficiency. Ideal Skills: - Proficient in Revit, with demonstrable experience creating custom templates. - Strong understanding of architectural and structural components and design. If you...

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    ...necessary data for label generation. - Creation of a template for the labels that includes product information like name, description, barcode, SKU, price, and quantity. The template should also incorporate our company logo. - The system should be able to convert the generated labels into PDF format for printing on the specified EPSON models. Ideal Skills and Experience: - Proficiency in Java, Python, and C# for the API development. - Prior experience in integrating with FACTUSOL or similar ERP systems would be highly beneficial. - Knowledge of EPSON printing mechanisms and capabilities. - Experience in designing and implementing label templates. - Ability to ensure smooth and efficient data flow between FACTUSOL, the API, and the EPSON printers.

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    I'm looking for an experienced AI developer to build a functional chatbot for a Telegram platform. The chatbot should be capable of providing automated responses to user inquiries. Here's what I am looking for: - In-depth experience in AI, specifically chatbot development. - Knowledge in programming languages suitable for chatbot development such as Python, Java, etc. - Familiarity with the functionalities and technical requirements of a Telegram platform. - Ability to thoroughly test the chatbot to ensure optimal chatbot functionality and user interaction. If you have a demonstrated history in creating successful chatbots, particularly within Telegram, I would love to hear from you.

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    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

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    ... Integrate applications by designing database architecture and server side code; establishing connectivity with systems, search engines, and information servers. Developer testing: automated unit and integration testing Requirements Gathering, Design, and Business Analysis: Assist in the definition of application requirements by analyzing user requirements, prototyping system features and functionality. Design and develop user interfaces to internet/intranet applications by setting expectations and features priorities throughout development life cycle; determining design methodologies and tool sets; completing programming using languages and software products; designing and conducting tests. Research, Development, Team Development: Recommend system solutions ...

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    Spanish fluent speaker Agent 6 days left
    VERIFIED

    EUROPE candidate only Our call center is looking for a remote Spanish fluent speaker. 4 hours/day, 9:00 - 13:00 Monday - Friday. Central Europe working hours. your main tasks: provide information, via outbound call, to people who have sent a request Salary 3.5$/hour Bid for 10$ Please write a couple of line of your self or better send a CV. Thank you

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    ... I want to build tuned pipe , expansion chamber for dirt bike. I do know all my dimensions lenght and diameters. I want to be able to draw a line wich will be my centerline and then on this line i want customize every lenght and diameter of each section. Then had radius in sections. I would like to to be able to divide each sections in strip section to be then cut on my plasma. I have included a YouTube video to show what i am looking for . I want to have a reference line that i can curve on every axis along the length required in order to follow the curved and straight section needed. - On that line I want to have adjustable point to be able to adjust length and diameter for each my subsection. Because each pipe is build with many differents

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    I did convert my existing old website (built 2004) to a responsive html5 website. As a first step I did convert the Homepage () and the into a responsive page without changing the design (look and feel). But the Homepage had only two (horizontal) Navigations. Other pages have an additional vertical navigation on the left side of the page - that needs to be integrated into the responsive navigation. Additional Notes: * Please don´t bid if you don´t have (and can show me) experience with this kind of work; I would like to see working examples beforeward; * To show that you've read and understand the project requirements, please include the phrase "hello pk" in your bid. Failure to include this will eliminate you from consideration. * Payment via escr...

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    I have existing source code, and its main function is as follows: when a user sends a message to my Telegram bot bot_a, the code loops through accounts in the API list and pastes the user's message text to bot_b and bot_c. It then waits for responses from bot_b and bot_c, and processes the two responses together. The processing logic includes keyword checks, removal of special emoji, and extraction of numbers from buttons. Then, bot_a sends the processed text back to the user. I now need to add another bot, bot_d, such that when a user sends a message to bot_a, I will use the API list accounts to paste the user's message text to bot_b, bot_c, and bot_d, and wait for responses from all three. Then, I will merge and process the text from the three responses, and have bot_a send th...

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    I'm in need of a competent software developer skilled in the programming languages Java, C#, or Python. This upcoming project specifically involves creating a software that generates QR codes. For this project, you should: -Key Responsibilities: 1. Design a software that efficiently creates QR codes. 2. Ensure the QR codes generated can encode URLs. -Required Skills and Experience: 1. Proficient in Java, C# or Python programming languages. 2. Familiar with QR Code generation and URL encoding. The primary function of the encoded URL in the generated QR codes is to redirect users to a particular website. Therefore, your software should guarantee the QR codes created, when scanned, redirects users smoothly and swiftly to the website in question. If you have the required ...

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    Translation of two files, from English to Hebrew. File #1 contains 8 rows of text in Excel format, 119 English words. File #2 contains 85 rows of text in Excel format, 2,035 English words.

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    I require a Python script that can scrape specific data and images from the top 10 property websites in the UK. The script should be able to: - Extract property prices - Obtain property descriptions - Retrieve contact information for listings - Retrieve the property images I have a list of the top 10 property websites, and the script should be able to work across them all. Since these websites might have different structures, the script should be flexible enough to adapt to these differences. I would also accept 10 different scripts of varying logic if that helps the project to success. Skills and experience needed for this project: - Proficiency in Python programming - Prior experience with web scraping, particularly from dynamic websites - Ability to work with and mani...

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    ...Averages. - Trade Exit Rules which are to be suggested by you. Ideal Freelancer: - Proficient in Pine Script. - Experience creating EMA based strategies. - Well-versed in developing effective trade entry and exit rules. 1. EMA 7, 25, 99 with check box and adjustment settings. 2. Enter a long Position when EMA 7 and 25 crossed above the EMA 99 line and opposite for short entry. 3. exit trade when EMA 7 line crossed EMA 99 line (check box). 4. Exit previous trade before entering a new trade on opposite signal on same candle. To split the quantity. 2 Strategy. (Give me drop down for 1 and 2) 1. EMA 7 and 200 with check box and adjustment settings. Smoothing 9 with check box. 2. Enter a long Position when EMA 7 crossed above the EMA 200 line and o...

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    Create brand from scratch 6 days left
    VERIFIED

    ...tools and software. • Ability to work independently and as part of a team in a fast-paced, dynamic environment. • Strong problem-solving skills and a results-oriented mindset. Ready to make a difference? If you are a strategic thinker with a passion for driving business success, we would love to hear from you. Please submit your cover letter, and any relevant work samples to me with the subject line hamid....

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    I'm in search of a professional in deep lear...who can serve as a mentor for various aspects of neural network design, such as: Your task will be: - Preparing very specific ML/NN live lessons for me - Helping me debug my code if I am stuck - Suggesting me better ways of doing things - Helping me to install 3rd party software on Windows - Helping me to run open source projects downloaded from GitHub - We will work mainly in C#, C++ - Python will be optional The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner Don't bid if - you have no research experience - you have no journal publication - you are ne...

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    Wix WebSite Setup and Design 6 days left
    VERIFIED

    I'm looking for an expert "Wix website" creator to SETUP Complete Wix Site with good design style ( i will provide the specification only). What I Need: - Web designer who has developed Websit...specification only). What I Need: - Web designer who has developed Websites on "Wix" Site, From Start to End and Sites that are complex. Which Includes Basic Site Setup ( Login, Registration, Membership area, Payment, Account maintenance, Subscriptions, Point maintenance ,Database, Python Program setup) and anything associated to the above. Image generation will not be part of this project (will be a separate project). Skills Required: - Proficiency in web Designing on Wix Site. - Strong background in simple Python and DB design and setup. - Ability t...

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    As someone with an upcoming software development project, I am currently in search of experienced IIT graduates competent in technical research and software development tasks. The ideal candidates will have proficiency in: - Java - Python - JavaScript - Up-to-date knowledge of the latest technologies Additionally, experience in the following areas is highly desirable: - Web development - Machine learning - Data mining With these skills and knowledge, the candidates will greatly contribute to the success of this software development project by providing valuable insights and effective solutions. Should you be an IIT graduate with these skills and experiences, please bid appropriately, and let's work together on this exciting project.

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    I'm looking for an experienced AI developer to create a comprehensive marketing tool that can support website audit, social media check, content suggestions etc. - The tool should be able to conduct a thorough audit of website performance and social media presence. Preferred Technologies: - Python, React, Node: I'm looking for a developer with expertise in these technologies. Experience in developing AI marketing tools would be a big plus.

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    I'm looking for a creative designer to craft an invitation card for my baby's naming ceremony. I've decided on a pink and gold theme, which should be tastefully incorporated into the design. Key Requirements: - The card should be visually captivating and in line with the theme. - I need both digital (e-invite) and printable (PDF) versions of the card. - It should not include any photos. Ideal Skills: - Proficiency in graphic design, especially for invitation cards. - Experience with creating both digital and printable formats. - A good understanding of color schemes and design aesthetics. If you have a portfolio or previous work that aligns with this project, please share it. I'm excited to work with a professional who can bring my vision to life.

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    Python Programming Task 6 days left
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    I need help with python programming task. more details will be provided to eligible bidder.

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    I am in need of a skilled designer who can create a vibrant and colorful peacock design on silk fabric for a clothing line. Key Responsibilities: - Design a unique and aesthetically pleasing peacock pattern - Ensure the design is suitable for silk fabric - Incorporate a vibrant and colorful color scheme Ideal Skills and Experience: - Proven experience in textile design, especially on silk - Strong understanding of vibrant and colorful color palettes - Creative flair and originality in design Looking for someone who can deliver a high-quality, unique and eye-catching design.

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    We are seeking an experienced NLP Engineer to devel...details, education, work experience, skills, and more. Integrate the parsing solution with our website to provide seamless user experience. Continuously improve the parsing accuracy through machine learning and feedback loops. Collaborate with our development team to ensure smooth integration and functionality. Requirements: Proven experience in NLP and resume parsing projects. Proficiency in Python and NLP libraries (e.g., SpaCy, NLTK, TensorFlow). Experience with machine learning frameworks and techniques. Strong problem-solving skills and attention to detail. Ability to work independently and deliver within deadlines. Preferred: Experience with web integration and API development. Familiarity with various resume formats and ...

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    As a weekend Sales Promoter in Bengaluru, I need a skilled individual to drive sales for my line of food and beverages. We are seeking enthusiastic and outgoing individuals to join as sales promoters, you will be responsible for engaging with customers, promoting products, and driving sales in-store during weekend shifts. Key Responsibilities 1. Engage with customers in a friendly and approachable manner. 2. Demonstrate product features and benefits to potential customers. 3. Assist customers in making informed purchasing decisions. 4. Maintain cleanliness and organization of the sales area. 5. Meet or exceed sales targets and goals. 6. Collaborate with team members to ensure a positive customer experience. 7. Provide feedback to management on customer preferences and product perfo...

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    I need a talented graphic designer to create social media graphics on a daily basis. The designs will be used for my social media accounts and will need to be engaging, on brand and consistent. Key Responsibilities: - Creating daily social media graphics in line with my brand. - Ensuring that the designs are engaging and resonate with my audience. Ideal Candidate: - Proficient in graphic design, with a strong portfolio of social media designs. - Ability to work daily and deliver high quality designs. - Understands the importance of consistency in brand identity. - Prior experience in graphic design for social media is a plus.

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    Multi Time Zone – Scheduler I work with people internationally and work with clients internationally. I need a way to keep track my time zone, client time zone, other time zone at the same time. Desired Programming Language: Python C# * Need Source Code when Job is Complete, After any Bug fixes, and Updates * Milestone release upon completion of project & is bug free. * Please post "I've read everything" when applying, so I'll know you actually read this. * I'm looking for best deal possible.

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    ...understanding of data modeling and transformation for the purpose of creating an intuitive dashboard. This dashboard will primarily focus on showcasing our sales and market data. Most of the data would be related to Transportation and Logistics Domain, for eg : Port Wise Performance Customer Support Analysis Database would be PostgreSQL Key Components: - Incorporation of various visuals such as line and bar graphs, pie and doughnut charts and maps to effectively represent geographical data. - Advanced skills in handling complex sales and market data, and ability to visualize this in a digestible manner are essential for this task. - Familiarity with creating reporting tools using similar datasets will be highly appreciated. Your task will be to transform raw sales and market ...

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    I'm in need of a skilled Python programmer to create a code for an automated student ID card detection system at the entrance of our college campus. When the system detects a student ID, it should open the gate automatically without any manual intervention. Key Requirements: - The code should be able to specifically identify student ID cards. - The system should be designed to trigger the gate automatically upon detection of an ID card. Alert Notification: - Upon detection, I need the system to provide an intermediate level alert: - ID number - Name - Time of detection Ideal Skills & Experience: - Proficient in Python programming - Experience with image processing and recognition - Previous work with automated systems will be highly beneficial. This proje...

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    Extract data from sites 6 days left
    VERIFIED

    Hi, I need to extract data from some sites and compare them in a unique database. In few words i need a scraping code in python that extract data from some sites and the data have to saved in a mysql database.

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    I need a skilled frontend UI and UX Designer and Developer for ERP software who can also work with Python, Django, Bootstrap5, CSS, HTML, and Jquery. You must have a good eye for design and a strong ability to create an intuitive, user-friendly interface. Key Requirements: - Strong experience in frontend UI/UX design and development - Proficiency in Python, Django, Bootstrap5, CSS, HTML, and Jquery - Ability to create a responsive layout - A clear understanding of typography Your application should include: - Past work: I'll need to see examples of your previous UI/UX design and development work, particularly on responsive layouts, navigation, and typography. Communication: I prefer to communicate via email, so please be comfortable with this mode of communication.

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    I'm in need of a skilled individual who can scrape data from various websites for the purpose of lead generation. The data should be delivered in Excel or CSV format. Key Requirements: - Proficient in web scraping - Experience with lead generation - Ability to deliver data in Excel/CSV Ideal Skills: - Proficiency in Python/R for web scraping - Previous experience in similar projects - Strong understanding of lead generation techniques If you have experience in web scraping and lead generation, I'd love to hear from you.

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    I'm looking for a skilled designer to create a mo...both print and digital formats. Key Requirements: - Modern, sleek design to attract the target audience - Strong understanding of layout and typography - Experience in creating effective marketing materials - Proficiency in design software and tools Your role will be to design a visually appealing brochure that effectively communicates the desired information about our product or service, in line with our brand tone and style. The end result should be suitable for both print and digital distribution. Folded Size: DL (99 x 210 mm) Fold: Tri-fold Most of the text will come an existing brochure I have. It will also have photos and logos I will send through. Design and style similar to the attached. I need this urgently ...

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    ...looking for a skilled freelancer to assist with a project that involves reading text from PDF files and answering questions based on the content. This task must be completed without using any external libraries. The ideal candidate should have strong programming skills and experience with text processing and file handling. Project Details: Objective: Extract text from provided PDF files and answer specific questions based on the content. Requirements: No use of external libraries for PDF reading and text extraction. Write custom code to parse and process the PDF files. Develop a method to accurately answer questions using the extracted text. Deliverables: Custom code/script for reading text from PDF files. A function or method to process the text and gener...

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    I'm in need of a skilled full stack developer to create an E-commerce API website. Here are some details: - Programming Language: JavaScript, Python, ReactJs, NodeJs - Primary Purpose: This API will be solely dedicated to E-commerce activities. Key Features Required: - Shopping cart - Product search - Points wallet - Orders History - Login - OTP - New user / existing user (only mobile number) - Register and referral code - My Profile I'm open to suggestions for other features that could enhance the user experience on my website. Please provide your relevant experience specific to E-commerce API development in your proposal.

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    I'm in need of a Python expert who can develop a content spinning tool for me. The tool should be capable of automatically generating unique variations of basic text, like blog posts and articles. Key Requirements: - I'm looking for a tool that can automatically generate spun content from existing text, without any manual input needed. - File upload option - If I upload an Excel sheet, the tool spin content in that sheet and export excel sheet with spin content. - It needs to be able to handle the text complexity level of blog posts and articles, 50-500 words - THe purpose of this tool is to rewrite content to make content ZeropGPT free Ideal Skills: - Proficiency in Python programming. - Prior experience in developing content spinning tools. - Knowledge of natu...

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    This is a very simple project. I have a logo that I want to be copied from the attached hat. It should look just like the hat design but should say Midway 2024 on the bottom line instead of Las Vegas. I want the color of the design to be same as the design on the attached t-shirt photo. It is a reddish color I need this done within the next 2 hours. timing is of the essence here. it needs to be high enough resolution to fit on full sized t-shirt

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    I'm looking for an experienced Python and Flask and Mysql developer to construct a multitenant REST API project with three key components: an admin module, a customer module, and SMS integration using Twilio. The project will require the following: Admin Module: - CRUD Operations: I'll need a solid set of operations for creating, reading, updating, and deleting entries. - User Management: The admin module should have a user management system. - Reporting and Analytics: The ability to generate reports and analyze data will be critical. Customer Module: - Multiple roles under Customer - Registration and Login: The customer module should allow users to register and log in securely. - Account Management: There should be a functionality for account management for customers. ...

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    ...authentication leveraging fingerprint scanning technology. - The module should be developed using Python and JavaScript programming languages. Your responsibilities will include: - Analyzing the requirements and proposing a suitable solution. - Designing and developing the module from scratch. - Integrating the module seamlessly with the UareU Digital Persona Reader. - Ensuring the module complies with Odoo 14's community module development standards. The ideal candidate should have: - Strong experience in Odoo 14 and its community module development. - Proficiency in Linux operating system. - Proven track record in developing user authentication systems. - Expertise in Python and JavaScript programming languages. - Experience with biometric authentic...

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    ...Detail the mission, vision, and objectives of the bridal jewelry distribution business. Explain the need for bridal jewelry in the market and how we will fulfill that need. Market Analysis: market research to identify the target market for bridal jewelry in UAE, including demographics, trends, and purchasing behaviors. Analyze competitors and assess market opportunities and threats. Product Line: Describe the range of bridal jewelry products to be offered, including engagement rings, wedding bands, necklaces, earrings, and accessories. Highlight any unique features or customization options. Marketing and Sales Strategy: Outline plans for promoting and selling bridal jewelry, including online and offline marketing tactics, partnerships with bridal boutiques or wedding plann...

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    I'm in need of a logo for my education charity that embodies the professional and modern aspect, while also carrying a playful and approachable vibe. I have attached our current logo here. It is a bit bland and you cannot tell what our company does based on this logo. We can keep the purple ribbon in the logo, as this is our recognized symbol. I want the tag line to read, "Transforming Lives Through Education" Essential Elements: - Books - Globe - Purple Infinity Ribbon Color Scheme: - Green - Purple - White The logo should be a pictorial representation of our mission - global education and the infinite possibilities it offers. The design should be: - Modern: in terms of style, shape, and design - Playful: to appeal to the younger audience, making it approa...

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    I'm seeking a skilled graphic designer to create a captivating design for a 2.5 x 3.5 inches zipper baggie. The design will be used for product packaging in my hemp company in Texas. Key Requirements: - Design Style: I'm looking for a design that resonates with the earth tones color scheme. This design should also be in line with the overall theme of my company's website. - Elements to Include: The design should incorporate the following key elements: - Company Logo: The logo is the face of my company, and must be elegantly integrated into the design. - Product Information: As this is product packaging, it's essential that the design clearly displays key product information. - Legal Disclaimers: Compliance is crucial, and the design must accommodate the ne...

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    As we expand our line of cookie-based products, we require a box design which aligns with our brand - fun yet professional. The box should be rectangular and carry an illustrative style. It is crucial that our vibrant brand colours, pink, yellow, and blue, immerse into the design giving it an enriching appeal. The design must include our logo, a fitting image of the product, and nutritional information for complete customer clarity. Key Skills and Experience: - Demonstrated experience in packaging design - Proficiency in creating illustrative designs - Background in food product packaging is a plus - Knowledge of appropriate design tools for high-quality output. Your creative grasp and ability to visually convey our product can take us a long way in rea...

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    My task requires a talented professional to locate potential buyers for my range of collectible toys. I'm aiming this line of products specifically at adults instead of the usual younger demographic. Key Responsibilites: - Develop effective strategies to find potential buyers. - Explore various channels (online/offline) to reach our audience. - Ensure buyers are genuinely interested in collectible toys. Ideal Candidate: The sought-after person for this assignment should have a background in sales or marketing, particularly within the toy industry such as die-cast models. A true understanding of the market for collectible toys and experience targeting adult consumers is vital. Incremental sales and exposure generated for similar products in the past would be highly beneficia...

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