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    2,000 design and analysis of algorithms project ideas jobs found, pricing in SGD
    SQL Transactions Analysis 6 days left
    VERIFIED

    ... SIMULATION data for 3 years 100 products 20 stores 5 USA states randomly 30 to 170 transactions per day for given product for usual price randomly 200 to 600 transactions per day for given product for promotion random dates and prices reduction for 30 promotions per year , each promotion happen for 7 to 15 products, for example promotion at may 10, 2023 happen for product ids: 34, 65, 12, 78, 5, 23, 41. When 34 for 20%; 65 for 30%; 12 for 40%; 78 for 10%; 5 for 15%; 23 for 70%; 41 for 30% randomly for each product dates and prices changing (both up and down ) for 20 times per year **T1 transactions Product id Date time Store id **T2 prices New price permanent Data Store is **T3 promotions Product id Store id Promotion price Date promotion star...

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    I'm seeking an experienced market researcher to delve into significant factors that will help validate a startup idea. Your objective will include: - Analyzing consumer behavior to identify their needs and preferences. - Determining market demand and potential, focusing on a national perspective. - Conducting a thorough competitor analysis to understand the competitive landscape. Ideally, you will have a strong background in market research, a deep understanding of consumer behavior, trend analysis, and competitor analysis. A strong knowledge of the e-commerce market landscape is essential.

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    I'm looking for a skilled and creative graphic designer to create a logo for my logistics company. Key Requirements: - Color Scheme: As of now, blue, red, green, orange, and gray are under consideration. However, I am open to other suggestions. - Style: While I haven't specified a style, I'm open to different suggestions. Ideal Skills and Experience: - Proficiency in graphic design and logo creation - Strong understanding of color theory and its application in branding - Ability to present various design options to choose from - Good communication and understanding of client's needs and preferences. Please provide your portfolio for consideration. Looking forward to seeing your cre...

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    ...short video. This video will last about 30 seconds and it will revolve around a stag in a wooded area. The video will entail the stag emerging out of the wooded area with a mysterious and captivating theme. The primary goal of the video is to inspire, thus the focus should be on showcasing the movements of the stags in a way that captivates the viewers. - The video starts with a foggy wooded area. Slowly a glorious stag emerges from the fog with his head down. He then slowly raises his head as we zoom in. Stag opens his eyes to show they are bright glowing piercing yellow. Zoom back out to reveal 5-10 more stags with the same eyes emerging from the foggy woods. End with a text "We are coming" with WM logo small at bottom. Open to i...

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    I'm seeking a skillful writer with a knack for crafting compelling pitch decks. The objective here is to attract investors to my luxury vintage fashion and styling business. Key Responsibilities: - Clearly convey the unique selling points of a sustainable luxury fashion business - Effectively and engagingly pitch the business in a manner to attract investors. Ideal Skills: - Proven experience in creating successful pitch decks. Your contribution will be key to securing the funds to help my fashion business thrive. Looking forward to seeing your ideas and expertise shine through in the crafted pitch deck.

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    ...that combines enhanced security measures with efficient functionality. This project will require a nuanced understanding of AI and firewall development. The ideal candidate for this project should have experience in: - Implementing AI functionalities: Primarily, the AI system should be capable of calculations and analysis for private search purposes. - Incorporating specific AI functionalities: The private AI system should have a thorough understanding of natural language processing, image recognition, and predictive analytics. - Developing private search capability: I want the AI system to perform encrypted and anonymous search. End-to-end encryption should be ensured while performing any search and...

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    ...comprehensive MLM website. This project requires: - Member registration and login system: An intuitive interface for users to create accounts and securely log in. - Multi-level commission tracking: A functional system to monitor and provide updates for all commission levels. - Downline management: An effective tool for managing and tracking growth within the MLM hierarchy. - Online payments: A secure payment gateway that uses Paytm and UPI for seamless online transactions. While I am open to design suggestions from the chosen freelancer, the overall look and feel should mirror the professionalism and credibility that our MLM organization stands for. An experience in MLM website development will be highly useful but not man...

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    ...reviews. The main objective of this project is to classify customer reviews into one of three categories: Positive, Negative, or Neutral. The sentiment classification model should be able to accurately and reliably analyze the sentiment of a given customer review. Key requirements include: - Data Source: The data to be analyzed will be sourced exclusively from customer reviews. - Sentiment Detail: The model should identify and categorize the sentiment of reviews into Positive, Negative, or Neutral. Ideally, you should have: - Proven experience in machine learning, particularly in sentiment analysis - A strong understanding of natural language processing and text analytics - Previous experience working with custome...

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    I'm in need of a talented fashion designer, specialized in creating captivating casual wear for adults. Your expertise should ideally extend to understanding modern trends, have substantial knowledge about fabric selection. Your designing skills will be utilized to craft comfortable and enticing attire for urban, adult population. Being able to materialize my vision into wearable art is key in this project, hence previous similar projects showcasing your aptitude would be beneficial. Your designs should also be adaptable to various seasons and occasions. Your innovative ideas are much valued here. This project will be an ongoing collaborative process, requiring effective communication, creativity and performance to deliver the best outc...

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    I'm seeking an experienced C++ developer to create a simulation study focused on analyzing system performance. The freelancer should be proficient in: - C++ programming - Building simulation models - System performance analysis The end goal is to have a robust, accurate simulation that can analyze the performance of various systems. Prior experience in similar projects would be highly advantageous.

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    I have a substantial Excel table and I am in need of a skilled data analyst to help with correlation analysis between Column 1 to 9 of my dataset, which contains more than 4200 rows and 9 columns. Need the source file of xls with formula too Key Responsibilities: - Perform accurate correlation analysis on specified columns - Generate line graphs to visualize the correlation Ideal Skills and Experience: - Proficiency in Excel and correlation analysis - Solid understanding and experience with line graph creation - Excellent problem-solving abilities - High attention to detail I'm looking for accurate and efficient work so I can understand the relationship between my data points and act accordin...

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    ...Responsibilities: - Develop a machine learning algorithm capable of recognising handwritten digits - The primary focus will be on mathematical problems - Ensure accuracy and adaptability to various handwriting styles - Configure the algorithm to output recognized digits as digital numbers Ideal skills & experience: - Proficiency in machine learning algorithms and principles - Extensive experience with handwriting recognition software - Demonstrate capabilities in Python, TensorFlow or similar platforms - Have a deep understanding of Optical Character Recognition (OCR) - Familiarity with mathematical problems and their structures The end goal is to develop a practical, efficient, and accurate automaton that simplifies the process ...

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    I'm seeking a talented graphic des...designer with a passion for minimalism and modern aesthetics to create a unique logo for my brand. Key Points: - Color Scheme: The logo should incorporate shades of blue, orange, and black. - Concept: The primary goal is to achieve a minimalist and modern look. - Usage: The logo will be primarily used for online platforms such as websites and social media. The ideal candidate should have a strong portfolio of minimalist logo designs and a keen eye for modern visual trends. Proficiency in Adobe Illustrator or other design software is a must. Strong communication skills and the ability to understand and implement feedback are highly desired. Please include samples of yo...

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    I need a skilled SPSS expert to help me analyze a dataset and draw conclusions for my research report. Key Requirements: - Data Analysis: I need assistance in analyzing the data, which includes variables like Gender, Education level, pro-environmental behaviour, individual differences, and psychological factors. - Prediction: The primary objective of my research is to predict one variable based on others, so your expertise in predictive analytics is crucial. - Experience: I'm looking for someone with a strong background in data analysis and research, specifically using SPSS. Knowledge of psychology, or sociology is needed. Please note: - The study involves 155 participants, so you should be comfortable working with datasets of...

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    ...you simulate input data -> transactions data just ideas for python data simulation *****you provide SQL code to calculate per day summary for each day for each product for each store for 3 years suggest your columns also more needed columns will be provided simulate tables with store transactions take to account - promotions -store location -state -usa holydays simulate lookup tables for 1 promotion 2 store locations 3 prices changes each 3 months etc data simulation may be done in python and then upload to SQL DB (but better in SQL) you provide both sql and python code for both simulation (sql or python ) and main table creations (only sql) if you use python for

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    I'm searching for an experienced Python developer to handle data collection and processing in the financial sector. Your tasks will consist of two core elements: - Data Collection: Obtaining data from diverse financial sources, including stock market data, cryptocurrency data, and financial news data. - Data Processing: Once collected, you'll perform various calculations and analyses, including statistical analysis, trend analysis, and calculations with a focus on historical data. Familiarity with these tasks and the financial sector is crucial to delivering the results needed. Your expertise in Python and financial data processing will contribute significantly to the project's success.

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    I'm seeking a professional writer to help me with a refl...Business Administration. This report will be focused on my experience in data entry and analysis during the internship. Key tasks: - Compile a structured account of my learning experience and growth in the context of data entry and analysis. - Reflect on the practical applications of this experience within a business administration setting. - Clearly articulate the lessons learned, skills developed, and improvements made during the course of the internship. Ideal freelancer should have: - Proven experience in report writing, particularly on reflective pieces. - Understanding and experience in the field of Business Administration. - Abili...

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    I'm looking for a skilled AI Developer to program module that speaks with AI (Gemini or GPT) as batch analysis of Excel files. Key Responsibilities: - Conducting pattern recognition and insights in the data Ideal Skills: - Strong AI development experience - Proficiency in Excel and data analysis - Ability to automate analysis processes

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    I am looking for an expert in Google Ads to manage a campaign aimed at boosting sales nationally. The campa...manage a campaign aimed at boosting sales nationally. The campaign's primary goal is to increase the sales of our medium-priced products, ranging between $50 to $200. The ideal candidate for the job should: - Be a Google Ads certified professional - Have a demonstrable track record in running successful sales campaigns, preferably at the national level. - Have excellent knowledge of Google Ads strategies and algorithms to target the right customers efficiently. My goal is to increase our sales significantly and ensure our ads get the best visibility and result in higher conversions. Your expertise in driving traffic and gen...

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    I'm seeking an experienced sports statistician who specializes in data analysis. We would like to find someone based in the US who has some knowledge ideally of the NFL. Our primary aim is to understand the overall performance of different teams and when they peak (early, mid-, late season, etc.) Key Responsibilities: - Examine several seasons of football, basketball, and baseball statistics (to be decided) - Provide team performance analysis - Generate report highlighting key findings Required Skills and Experience: - Understanding of sports statistics, specifically American football, baseball and basketball - Proficient in statistical analysis tools - Previous experience in sports-data analysis...

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    ...looking for a TikTok ads manager to boost our online presence and drive valuable traffic and leads to our website. Key Project Details: - Goals: - Increase website traffic - Generate leads - Build brand awareness Target Audience: - Tailor-made for: - Millennials - Car enthusiasts - Used car sellers - Used car dealers - Used car buyers Ideal Skills and Experience: - Proven track record in running successful TikTok ad campaigns - Ability to target and engage the specified audience effectively - Prior experience working with clients in the UAE market is a plus. We are a new startup in the Beta phase, focusing on marketing used cars in the UAE, starting with Abu Dhabi. Our goal is to raise awareness about our website and the s...

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    ...presentation targeted specifically at investors, with the aim of convincing them to invest in staff-less hotels. This presentation will chiefly underscore: - The cost-effectiveness of running staff-less hotels - How technological advancements are making this concept more appealing and practical Ideally, I'm looking for someone who can prepare a cutting-edge, persuasive narrative, utilizing evidence-based data. Applicants should have experience in: - Creating compelling investor presentations - Hospitality industry with a focus on leading hotel trends - Understanding and communicating complex technology in a simple fashion - Cost analysis and business model evaluation A background in successful investment pitches and knowledge ...

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    Welcome to GLA Branding & Communication Services! We specialize in transforming visionary ideas into impactful brands with our exceptional branding and communication solutions. Explore our services, view our successful projects in the portfolio, and gain insights from our blog. Learn about our mission, meet our dedicated team, and easily get in touch through our contact page. Connect with us on social media to stay updated. Let’s create something extraordinary together!". Here are some items I want in the quote: HomePage, About Page, Services Page, Portfolio/Case Studies and Blog/Resources.

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    I need a talented designer to envision the interior of a 500-1000 square feet one bedroom apartment. As I skipped the style preference, I am open to different ideas, whether modern, rustic or minimalist: - Propose an efficient layout - Choose color schemes, lighting, and materials - Provide 3D visualizations or sketches The bedroom features aren’t specified, hence a basic design with regular bedroom essentials will suffice. Ideal skills and experience: - Previous experience with apartment design - Proficiency in 3D modelling software - Creative eye for design - Good understanding of current interior design trends.

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

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    Seeking ML expert (MSc/PhD) to implement hybrid DCN model for Bitcoin price prediction using Python. Tasks: data collection/preprocessing, EDA, model training/evaluation, results analysis & report writing. Ideal candidate has experience in financial forecasting & cryptos.

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    ...I have some initial ideas for the design, but I'm open to suggestions and creative input from a skilled web designer. The website's primary objective is to showcase my work and credentials. Key points for the project include: - **Design Concept**: I need a fresh and modern design to accurately represent my work. I'm looking for a design that is clean, professional, and easy to navigate. - **WordPress Implementation**: I'd like the new website to be built on WordPress, for its user-friendly interface and ease of future updates. - **Product Search and Filtering**: I need the site to have a search functionality, allowing users to easily navigate and find specific projects ...

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    Minimalistic Menu Designer 6 days left
    VERIFIED

    I'm looking for a talented designer to create a clean and minimalistic menu design for my restaurant. The final design should be modern, simple yet eye-catching, and easy to read. Key Requirements: - Design should be minimalistic - Deliver the final design in an editable source file format (e.g., PSD, AI) - Experience in designing menus or similar items is a plus Please note that the third question regarding specific features was skipped. If you have any creative ideas or suggestions for extra features that could enhance the menu design, feel free to share them in your proposal.

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    Steel Structural Design 6 days left
    VERIFIED

    I'm currently in need of a skilled engineer with experience in structural analysis, particularly with steel structures, to help optimize the design of my project. Project involves suggesting furnace column, beams , plates etc sizes as per Australian standard, and material sizes available in Australian market. Key Responsibilities: - Conduct a comprehensive structural analysis of the steel structure - Analyze and interpret the results for optimization recommendations - Make design suggestions based on the analysis - Ensure the structural integrity of the steel structure Ideal Skills: - Proficiency in AutoCAD - Previous experience in structural analysis and design - Knowled...

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    I need a robust and efficient platform that will help in managing incubator operations effectively. This online portal shoule cater not only for startups but also for incubator staff, investors, and our research partners. The following features are essential: - User management: This will facilitate management of all users in the system including startups, staff, investors, and research partners. - Project tracking: It should enable us to track and monitor all incubator projects. - Resource allocation: Feature to allocate and monitor resources for all included startups is crucial. - Recruitment and selection of businesses: Swipe in potential incubatees, and streamline their onboarding. - Performance tracking: Monit...

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    I'm in need of a talented logo designer who can add a "Hiring!" Banner to our Company Logo A in an engaging and creative way. The banner should be bright and eye-catching, catering to social media platforms where we'll primarily use it. Key aspects of the project: - Incorporating the "Hiring!" Banner: This should be seamlessly integrated into the existing logo, creating a cohesive and visually appealing design. - Bright and Eye-Catching Style: The banner should be designed in a way that it stands out effectively and catches the attention of viewers. - Social Media Adaptability: The final design should be optimized for usage on various social media platforms, ensuring it remains impa...

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    I am seeking an expert in marine engineering or naval architecture to perform an in-d...medium-sized (20-30 feet) fishing charter boat. The boat is designed primarily for fishing charter purposes and needs to support a medium load capacity (4-8 people). Your task will include: - Calculation and analysis of the boat's buoyancy with medium load - Providing a detailed report on the boat's load capacity, stability, and safety Applicants should have significant experience in boat design and naval architecture, with a strong understanding of buoyancy principles. Your background knowledge, talents, and precise calculations will be crucial in ensuring that our fishing boat is safe, stable, and ready for an excit...

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    ...well-executed social media strategy. The ideal freelancer for this project should have experience in social media marketing, especially in the context of driving sales for established businesses. Key requirements: - Proven track record of significantly increased sales through well-planned social media strategies. - Strong familiarity with various social media platforms and their respective audiences. - Capable of understanding and representing my brand's unique selling points. - Ability to provide regular updates and reports on the effectiveness of the strategy being implemented. Please bid for this project only if you have tangible examples of how you've helped businesses like mine in the past. I'm ...

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

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    ...comprehensive report of the telecommunications landscape in Saudi Arabia. This 10-slide report should encompass a detailed scrutiny of Saudi Telecom Company (STC) in the context of the overall market. Your tasks will entail: 1. Acquisition and Analysis Data: - Accumulate critical data points, including (but not limited to) revenue, market share, total expenditures of STC. - Evaluate the acquired data for meaningful addressal and deliberation in the report. 2. Data Presentation: - The analyzed data should preferably be neatly arranged into tables for easy comprehension. 3. Market Overview: - Contrast and appraise STC's standing in relation to the broader Saudi telecom sector. - A study on how the Saudi economy influence...

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    As a medium-sized business, I'm looking to enhance my brand presence and awareness among young adults (18-24). For this, I need a comprehensive social media campaign that will focus on Instagram, TikTok, and Twitter. Key deliverables: - A strategic approach to increase brand awareness, not just followers, on the selected platforms - Engaging content creation and posting schedules - Monitoring and analysis of the campaign's effectiveness Skills/Experience: - Proven track record in social media marketing, especially within the platforms specified - Understanding of young adult target audience and ability to tailor content accordingly - Strong analytical skills for campaign evaluation and optimization

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    I'm seeking a proficient and experienced UI designer with superior skills in Figma, Sketch, and Adobe XD. Your task will be to design a unique, user-oriented interface for a Warehouse Management System. The project is primarily aimed at enhancing the interface with key features. Skills and Experience Required: - Proven UI design experience - Proficiency in using Figma, Sketch, and Adobe XD - Experience designing interfaces for Warehouse Management Systems (preferred, but not mandatory) - Experience using tools such as Photoshop, Sketch, Illustrator, InVision, UXPin, Quartz. - Understanding of basic front-end languages: HTML5, CSS3 Javascript. -Creative ideas with problem solving mindset. - Experience working in an agile...

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    Custom Leather Dog Collar 6 days left
    VERIFIED

    I'm in need of a custom leather dog collar for medium-sized dogs like Beagles and Border Collies. Key Project Details: - Material: Leather - Size Range: Medium Dogs (e.g., Beagle, Border Collie) The collar needs to be: - Durable, since it will be worn often - Comfortable for the dog to wear - Stylish and visually appealing While no special features were initially requested, freelancers with innovative ideas or suggestions for unique features will be highly regarded. Ideal Skills: - Experience in designing and creating dog collars - Knowledge of leather working - Ability to create a comfortable, durable and stylish product

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    I'm currently satisfied with the general state of the SEO for my websites. However, I'm looking to take it up a notch by increasing traffic to my websites. Key Focus: - On-page SEO: I need someone to enhance and optimize my existing content. This could include, for example, improving keyword utilization, refining metadata, and ensuring that the content is user-friendly and engaging. - Off-page SEO: I'd like to see a strategy in place that can help me acquire relevant, high-quality backlinks. These should come from reputable sources and drive traffic to my site. - Technical SEO: My site structure needs to be reviewed and refined. This includes optimizing for mobile, improving the navigation, and ensuring that loading times ...

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    ...distribution system. This platform will serve as a key component of my radio station's operations. We're looking for a developer with experience on building a DDEX distribution system where the user can upload the tracks and albums, images to distribute on different dsp sites like Spotify, Beatport, Apple Music, etc and receive music from our industry partners. With functionalities where the user can upload any format of track file like mp3, wav, flac so that it can be encoded into different formats and can be distributed to different dsp sites depending upon required formats. The administrator can upload the royalty files in different formats like xls, csv, txt. provided by dsp sites and calculate the revenues for the artists and...

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    I'm in need of a talented graphic designer to create a minimalist design for my brand. Key Requirements: - Proficient in creating minimalist designs - Able to translate ideas into a simple yet powerful design - Experience in perfect shape I'm looking for a creative individual who can deliver a final design without the need for multiple iterations.

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    I own a blog and I'm looking for a skilled freelancer who can assist me in acquiring high authority backlinks that will help to increase organic traffic and improve my search engine rankings. Key Responsibilities: - The primary task will be to acquire high authority backlinks. These should be from reputable sources and relevant to the content on my blog. - Analysis of my current backlink profile and making necessary adjustments to improve SEO performance. - Consistent monitoring of the backlinks to ensure they are active and continuously contributing to my website's growth. Ideal Freelancer: - Proven experience in building high authority backlinks. - Familiarity with SEO practices and up-to-date knowledge on the lat...

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    I'm working on a school project that involves the development of a Coal Mining Security Alert System. I need someone who can code in Quarky to create this block code system. Unfortunately, I haven't gotten to the point of defining the complete scope of the project, but I'd like to start with the code development. I'm looking for someone who can: - Use Quarky to build a block code system - Understand and implement basic security alert functionalities - Be ready for subsequent feature additions and changes Key Features: = Face Detection: Implement face detection functionality to identify individuals within the mining area. = PPE Kit Verification: Utilize image processing techniques to ensure that miners are wearing proper...

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    I'm in need of a comprehensive logo for my existing service-oriented business. It's critical that this logo effectively caters to a broad audience, ranging from young adults to senior citizens. • Creative design: I'm looking for an ideal candidate who'll think outside the box and isn't shy of trying new ideas. • Tailored service: I need the design to reflect the bespoke service we provide. • Broad audience appeal: Please bear in mind our audience is very diverse, and the design should be engaging to all regardless of age. Ideal skills: • Proven track record in logo or graphic design. • A firm understanding of target audience analysis. • Strong co...

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    I'm in need of an expert in Rapid Miner to assist in analyzing a dataset and generating an inference report. Key Responsibilities: - Perform advanced data analysis on provided dataset. - Create and execute predictive models. - Generate a comprehensive inference report based on the analysis and model results. (2500 words) I would like to pay $50 for this project

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    Conduct field visits to smartphone retail stores in various areas of Iraq, including Baghdad, Erbil, and Basra. Evaluate the performance, services, and availability of iPhone products in the stores. Document findings and reports accurately. Communicate with the project team to exchange information and provide necessary analysis. Adhere to scheduled visitations and evaluation reports.

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    ...with more than 10 worksheets that I need help with. The project involves three main tasks: data entry, formulas and calculations, and data analysis. Key Responsibilities: - Data Entry: - Ensure accurate entry of information across various tabs - Formulas and Calculations: - Implement necessary formulas and calculations to make sure that the data is accurately processed - Data Analysis: - Utilize Excel functions for data analysis Skills and Experience Required: - Proficient in Excel, including strong skills in data entry and formula creation - Experience in data analysis and visualization would be a plus - Attention to detail and accuracy are crucial as the data is spread across...

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    I'm in need of a freelancer who can assist with inputting numerical data into spreadsheets. The primary objective of this task is to prepare this data for analysis. Key Responsibilities: - Accurately transcribe numerical data into spreadsheets - Ensuring data integrity and validity - Formatting and organizing data for ease of analysis Skills: - Proficiency in data entry and working with spreadsheets - Attention to detail and accuracy - Understanding of data analysis principles - Time management for meeting deadlines This project holds the potential for future data analysis tasks, so a keen eye for detail is crucial.

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    Trophy icon Modern Coffee Bag Design 2 days left

    Seeking a talented designer to create a modern and sophisticated coffee bag design. This project will employ a primarily black-and-white color scheme or a solid color with some gold writing, offering a clean look and feel. Key Features: - Abstract design elements to be incorporated, abstract or a simple design statement - Image should evoke a sense of simplicity and elegance, aligning with a modern aesthetic. Ideal Candidate Should Possess: - Strong experience in packaging design, particularly dealing with food products. - Ability to communicate ideas visually, verbally, and in writing. - Proven ability delivering high-quality designs supporting an upscale brand image.

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