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    I'm looking for a skilled data scientist to assist with a project that involves detailed statistical analysis and modeling using R. The eventual goal is to present these findings in a comprehensive yet accessible manner through data visualizations. Ideal Skills & Experience: - Proficiency in R programming - Strong statistical modeling background - Experience with data visualization techniques - Ability to create detailed reports - A firm grasp of accounting principles would be a plus, but not required. This project will require someone who can take raw data and transform it into valuable insights, with the ability to convey these insights in an engaging, comprehensible manner. If you are comfortable with both the technical and reporting aspects of data science, ...

    ₹536 - ₹5363
    Sealed
    ₹536 - ₹5363
    6 bids

    Hello, I just need a quick solution to send Whatsapp message using twilio API. In my twilio account, I have already [Whatsapp Business Account ID], [Meta Business Manager ID], [WhatsApp number] That is it. Thank you for your time and look forward to working with you.

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    I'm in need of a professional who can assist with a PERT analysis for my project scheduling needs. - The focus of this job is on project scheduling - I would require the PERT analysis to be at a small task level; a detailed task breakdown is not necessary - You will need to integrate the PERT analysis with Microsoft Project This project would be most suitable for a freelancer with: - Proficiency in PERT analysis - Experience with project scheduling - Knowledge of Microsoft Project or similar tools

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    ... Our end goal is to have TWO forms of this investment offering (a summary teaser that is high-level, and a more granular deck that contains additional detail) that we can recycle on future acquisitions by altering text & numbers without having to re-create the entire pitch** The offering must contain: - Detailed information on the property and a projection on the returns - A thorough market analysis and a disclosure of potential investment risk - A succinct summary of the investment opportunity, a sponsor bio/track record, and a well-laid business strategy for acquisition and management Ideal candidates should have prowess in marketing and real estate acquisitions. Familiarity with multi-family property investments will be advantageous. Thanks in advance for taking the t...

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    ...approach to engaging investors and securing their financial backing. - A clear explanation of how the dealership will target and capture the ATV/UTV/Watercrafts market. - An analysis of the competitive landscape and a strategy for differentiating the dealership. - Projections for growth, revenue, and profitability over the next 3-5 years. Ideal Skills and Experience: - Proficiency in Business Plan Writing: Experience in creating successful business plans that have resulted in securing funding. - Market Research: A strong understanding of the ATV/UTV/Watercrafts market, including key players and market dynamics. - Financial Analysis: Ability to develop detailed financial projections and demonstrate the financial viability of the dealership. - Industry Knowledge: Familiarit...

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    Featured Urgent NDA
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    I need a dedicated SEO expert to rapidly improve my website's search engine rankings. My goal is to establish a strong online presence on a national scale. Key Tasks: - Conduct an SEO audit for my less than 1 year old website - Implement strategic on-page and off-page SEO techniques to improve rankin...goal is to establish a strong online presence on a national scale. Key Tasks: - Conduct an SEO audit for my less than 1 year old website - Implement strategic on-page and off-page SEO techniques to improve rankings - Optimize the website for a national audience Ideal Candidate: - Proven SEO experience with new websites - Strong understanding of national market trends - Proficiency with SEO analysis tools and techniques I look forward to seeing my website climb the searc...

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    ...insights that can inform strategic business decisions. Leveraging transactional data, including sales revenue, profit margins, and customer reviews, you will conduct a comprehensive analysis to understand the dynamics of product performance over time and across different categories. Through descriptive analysis and visualization techniques, you will identify top-selling products, trends in sales revenue, and correlations between performance metrics. Additionally, you will delve into customer feedback to gauge product satisfaction and uncover areas for improvement. By providing actionable recommendations based on our analysis, you aim to optimize product offerings, enhance customer satisfaction, and drive business growth. Dataset: you will utilize the "Online R...

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    I require a data report which focuses primarily on the tracking of conversion actions on a monthly and yearly basis. In particular, the report should include: - Detailed analysis of our conversion tracking data - Breakdown of the converted actions recorded throughout each period To take on this project, you must: - Have experience in analyzing conversion data - Have an understanding of key performance indicators (KPIs) - Be proficient at creating detailed, clear, and action-oriented reports Ultimately, I'm aiming to examine and understand the sequences leading up to conversion actions, in hopes of enhancing strategies to further boost conversions.

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    I'm looking for a professional who can help me increase the efficiency of my current operations. Key areas of focus: - **Process Excellence**: The intent is to optimize various facets of the operation to make it more streamlined and effective. Specific tasks include: - **Quality Control Optimization**: Ensuring that our products meet the required standards a...Enhancement**: Streamlining our order processing and fulfillment procedures to ensure quicker delivery times and improve overall customer satisfaction. The ideal candidate for this project should have a solid background in process improvement and a proven track record in optimizing quality control and order fulfillment processes. Experience with both operational consulting and performance metrics analysis would be h...

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    Looking for someone who has a key Work expert and also can do market research for my new marketplace I’m building . Must speak fluent English please . DO NOT Respond WITH AI

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    I'm looking for a skilled Python developer with experience in GPU programming using CUDA to assist in a project that involves image processing and data analysis. - I have a python code and I need to modify it to work with GPU the code takes an image changes its pixels one by one and each pixel change calculates new image hashes if images hash satisfies some specs it save image and code ends. this is whole python code is doing now. it is a 40 lines code. very simple for someone who knows how to code on cuda.

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    Clone AI Projct, visus.ai 6 days left
    VERIFIED

    I would like to create a project similar to , which is an artificial intelligence platform for the visual analysis of documents, and integrate it with an attachment management system for an online bookstore.

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    I am looking for someone experienced in web scraping and data collation. The project will involve scraping blog articles in HTML format and compiling desired information into an Excel file. Key Project Requirements: * The extraction will be from specified URLs, using their individual patterns for efficient and accurate scraping. * For each blog article, I need the title, the full text, and the publish date extracted. * This scraped data must be properly arranged in an Excel file for easy analysis. * List of articles is here: Ideal Candidate Expertise: * Proven experience in web scraping is a must, preferably with full understanding of HTML structures. * Proficiency in Excel and data organization. * Attention to detail to ensure accuracy of the scraped data

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    I'm just starting to create a digital marketing business and I'm seeking a pricing strategist who can help me make sense of some critical elements. I need assistance in determining a sound pricing strategy, setting appropriate initial prices, and conducting a thorough analysis of competitors' prices. Additionally, I'm at a point in my business where I haven't yet defined my customer segments. Key services required include: • Formulating a pricing strategy for my digital services. • Setting the initial pricing for these services. • Analyzing and making recommendations based on competitors' prices. • Guidance on customer segment definition for optimal pricing. I currently make use of various pricing methods including cost-plus, val...

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    I have half of a research paper on Social Media Usage and Happiness, but I need someone to improve it and add citations. The paper should be 6 pages long. ### Focus Areas - **Introduction and Thesis Statement** - **Analysis of Research Findings** - **Conclusion and Recommendations** ### Requirements - You should have a strong grasp of sentence structure and clarity to enhance the existing content. - I expect you to bring your own research skills to improve the paper and add relevant citations. - Please ensure the essay is 6 pages long. - Previous experience in social science or psychology research writing is a plus. Please provide a timeline for completion with your bid. I'm looking for someone who can turn around quality work in a timely manner.

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    ...with Testing tools Experienced using SQL Advanced experience developing test metrics and reports Experience with Automated Testing Five (5) • years of Testing experience in a Software Development Lifecycle environment Five (5) • SQL and PLSQL Programming in SQL Server ETL and Data warehouse process Informatica 10 • 20 Informatica Data Quality Profiles , Score Cards SQL Server RDBMS SQL Server Analytics Services SSAS SQL Server Reporting Services SSRS Tableau Reporting BMC Control M Scheduler Tool Data Analysis Data Profiling Application Life Cycle Management Complete Testing process SDLC, Agile Process, SAFE and Kanban methodologies, TFS Tool Good Communication Skills and Quick Learner Selenium Automation Unix Finance Domain Knowledge Automation Scripting ...

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    I need an Excel sheet created with the primary purpose of data analysis. This sheet should have the following features: - Data Sorting and Filtering: This is crucial for making the analysis process efficient and easy to navigate. I need the sheet to be able to handle large amounts of data and allow for quick and convenient sorting and filtering. - Data Visualization: In addition to the data analysis, I also require the sheet to include line graphs. I believe that visualizing the data will make it much easier to understand and interpret. The ideal freelancer for this project is someone with a strong background in Excel and experience in creating data analysis tools. It is important that the final product is user-friendly and has a clean, professional appearanc...

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    I am looking for an experienced Electronics Engineer, well-versed in using Altium Designer, for a series of projects that demand proficiency in a wide array of electronics, specifically focusing on Microcontroller integration, PCB layout and USB connectivity. Key Aspects: - PCB Layout design - Microcontroller implementation - USB Connectivity solutions Additional Requirements: - Expertise in Circuit design - Experience in selecting suitable electronic components - Signal analysis knowledge - Ability to conduct thorough testing procedures This project demands an adept understanding of electronic systems and circuitry meant for consumer electronics. Candidates with a solid track record in crafting and refining consumer electronic designs are strongly preferred. Your task ...

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    I'm in need of a report that will help me identify potential car theft by analyzing the usage of keyless entry remote systems...help me identify potential car theft by analyzing the usage of keyless entry remote systems. Requirements: - The report should be delivered in PDF format, presenting the data in a clear, concise and visually appealing way. - It needs to support keyless entry remote systems specifically, not limited to standard non-smart keys or smart keys. Ideal Skills and Experience: - Proficiency in data analysis and report generation. - Experience in automotive security and car key fobs. - Ability to work with keyless entry remote systems. - Excellent communication skills for a clear understanding of the project's objectives and delivery of the report in a ...

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    Python NLP 6 days left
    VERIFIED

    I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural n...Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

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    I'm seeking a skilled freelancer with a strong background in watershed management to help create a comprehensive and effective plan for our region. Key Requirements: - Experience: I'm primarily looking for freelancers who have a proven track record in the field. - Analysis: Ideally, you should be capable of performing hydrological analysis and GIS mapping.

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    I aim to develop a web application that is centered around the generation of test cases from data flow graphs. This tool is primarily intended for software developers...analyzing data flow graphs to generate test cases - Simplistic, user-friendly interface designed for software developers - Incorporation of Java programming language for analysis The ideal candidate for this project should have: - Proficiency in web application development - Strong understanding of data flow graphs and test case generation - Excellent command over Java programming - Previous experience in creating tools for software developers This project is a great opportunity to contribute to the efficiency and productivity of software developers, with an emphasis on generating test cases through data flow graph...

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    I need a skyvia expert for an integration project. Source: HubSpot Target: HubSpot Objects to migrate: Contacts, Companies with it's relations Use the import package from skyvia. Please tell me if you have done HubSpot migrations with skyvia before. If not, don't apply to this project.

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    Data Science Engineer 6 days left
    VERIFIED

    ...science, machine learning, and data analysis. Key responsibilities: - Data cleaning: The candidate should be able to clean and preprocess large datasets. - Data analysis: The candidate should be proficient in analyzing data and extracting actionable insights. - Machine learning modeling: The candidate should have experience in building and implementing machine learning models. Although specific programming language requirements were not provided, proficiency in Python, R, or Java would be a strong advantage. This project does not specify a particular industry domain, but any prior experience in Healthcare, Finance, or Retail would be beneficial. Please bid on this project only if you have a solid background in data science, machine learning, data analysis, and...

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    ...to create a substantial PowerPoint presentation for executive purposes. The presentation should be dynamic and engaging, while packed with crucial information. It will need to include a detailed analysis of our market and its trends, as well as our product features and benefits. Key requirements include: - More than 20 slides - Incorporating Product Features and Benefits, Market Analysis and Trends, Company achievements and goals, and Financial Information. Skills needed: - Proficiency with PowerPoint and creating data-rich, visually appealing presentations - A solid understanding of market analysis and financial data - Excellent communication skills to translate complex information into simple, engaging slides This is a high-stakes presentation for our company,...

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    I'm searching for a tutor skilled in Power BI to deepen my knowledge in dashboard creation, data modeling, and data analysis. Your rich experience in the finance, marketing, or healthcare industry will give a practical edge to my learning. My main objective is to master the tools required for analyzing business data.

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    I'm in need of an expert to create a business plan for my Health and Wellness enterprise. Your application should demonstrate that you have deep experience in forming business strategies, particularly with regard to the health and wellness industry. Key areas to cover in our collaboration include but are not limited to: - Market analysis and understanding - Marketing plan - Financial forecasting Though an extensive background in health and wellness sector is not a necessity, combined with strong business planning skills, it will definitely put you in our good graces! If you believe you fit this description, I look forward to reviewing your application.

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    ...tactics - Margin enhancement - Pricing and promotion strategy - Selection analysis and growth - Category growth plan - Data-driven analysis, recommendation, and plan The ideal designer for this project would have experience in business planning and strategy, as well as a clear understanding of the quick commerce industry. Strong visual design skills are a must, as this deck must be engaging and comprehensive. Find the details of the project below and I will share the problem statement later: Deliverables Please share a slide deck with max 8-10 slides covering the below: 1. Selection - how will we identify the right assortment for each store? - What data sources can we use to identify the selection gap? What data analysis techniques will you use to generate insi...

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    I need a fi...(PPP) model for mobility and automobile projects. Key Requirements: - Expertise in financial analysis: You should have experience in creating detailed financial models, conducting financial analysis, and providing insights on project feasibility. - Understanding of PPPs: Knowledge of Public-Private Partnerships and their benefits is crucial. Experience in working with PPPs in the mobility or automobile sectors would be advantageous. - Ability to enhance public infrastructure: We aim to create a model that not only attracts private investment but also significantly improves existing public infrastructure. Your role will be critical in setting the foundation for the project's success. Your analysis should guide the subsequent phases of the PPP model...

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    I am seeking a talented researcher who could provide insightful keyword research reports about curtains and bedspreads in Amazon's India region. We aim to enhance our product listings and presence in these categories. Key tasks include: - Performing advanced keyword research for both curtains and bedspreads. - Analysing customer behaviour toward curtains and bedspreads in the home furnishings segment. Ideal Skillset: - Proficiency in Amazon Seller Central tools. - Experience with SEO, particularly in keyword research. - Understanding of the Indian e-commerce market. - Knowledgeable in the home furnishings industry.

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    I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural n...Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

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    I am seeking a digital marketing expert to take charge of my sales funnels and overall online marketing strategy. My target audience is primarily B2C, so experience in this area is essential. The ideal candidate will be proficient in creating strategies, implementing these strategies effectively, and improving the results over time through data analysis. Key Responsibilities: - Develop a comprehensive digital marketing strategy that encompasses my target audience and business goals - Implement the strategy across a variety of digital marketing channels, including but not limited to social media, email marketing, and SEO - Continuously monitor and analyze the performance of the sales funnels and marketing campaigns - Generate actionable insights and make data-driven decisions to opt...

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    I'm looking for a freelancer who can provide me with 4 current, gross volume (currency ...platforms/crowdfunding etc) for the UK 2. Same as (1 above) for the EU (1) and (2) are urgent - next 14-18 hours 3. Not so critical but a "nice to have" - so please quote separately. The split of 1 and 2 if possible by each investment media (stocks/bonds/ISAs/etc as above in 1 and 2. This is not so urgent - say next 48-72 hours Ideal Skills and Experience: - Researching economic data - Proficiency in Data Analysis: The data provided should be relevant, accurate, and up-to-date. - Knowledge of Economic Indicators: Understanding the factors that influence personal savings can be beneficial. The figures should be comparable, recent, and derived from reliable sources Source...

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    I need experienced actuaries who are proficient in statistical analysis to conduct research on bias reports in the insurance industry. Key requirements: - Your application should demonstrate your experience in the field of actuarial work. Skills and qualifications: - Extensive experience in statistical analysis - Familiarity with research methodologies - Previous experience working with bias reports Understanding actuarial principles and statistical analysis is crucial, as the goal is to accurately determine percentages in bias reports. Your experience and understanding of the industry will be highly beneficial, and I am looking for someone who can provide a detailed project proposal which showcases their experience.

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    ...include: - **Valuation Analysis**: I need someone who can perform a thorough valuation analysis based on the financial data available. - **Debt-to-Equity Ratio Calculation**: The ideal candidate will be able to calculate the current debt-to-equity ratio and provide recommendations for improvement. - **Return on Investment Analysis**: A comprehensive ROI analysis is necessary to evaluate the potential outcome of the recapitalization effort. I have all the relevant financial data in hand, so the focus will be on the calculations and recommendations based on this data. The primary goal of this recapitalization effort is to restructure the company. The perfect candidate for this project should possess a solid background in finance, with experience in financia...

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    HFSQL Database .FIC File Repair 16 hours left
    VERIFIED

    I'm in need of an expert who can fix my corrupted .FIC file in my HFSQL database. Key Project Requirements: - The file is currently not opening and is producing errors, so the main goal is to restore it to its original state and ensure it can be opened without any issues. Please note that I can provide the corrupted .FIC file for analysis. Ideal Skills and Experience: - Proficient in HFSQL database management. - Proven track record in repairing and recovering corrupted database files. - Strong problem-solving skills to identify and rectify the issues within the file. If you're confident in your ability to handle this task efficiently, please provide details of your relevant experience and how you plan to approach this project in your bid.

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    I'm in need of a developer who can create a n8n script to login to a specific website and extract stock data for multiple companies. Key features of this project include: - Extraction of table data: You should have knowledge and experience working with web data extraction, specifically with table data. - Selection of stocks data: The script should have the ability to select and extract information from the stock table. - Capability for multiple companies: The tool should be versatile to handle data extraction for multiple companies, not limited to just one. Experience in the use of n8n for data extraction from websites, especially in the finance sector, will be a significant advantage for this project. One of the page is: And the table is in the "premium" div. The c...

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    I'm seeking an experienced professional to help me craft a compelling investment proposal. My business falls within the Food and Beverage industry, and we're currently at the Growth stage. Key Resp...Ensuring all required business information is included - Presenting the business model, growth potential, and financial details in a clear and persuasive manner Ideal Skills & Experience: - Proven track record in writing successful investment proposals - Previous experience in the Food and Beverage industry - Understanding of the Growth stage requirements for businesses - Strong financial analysis and projection skills Your role will be crucial in attracting potential investors to take an interest in our business. If you're skilled in these areas, I look...

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    ...Engagement: The primary area of concern should be how these algorithms can be corrupted to manipulate user engagement. This could include increasing or decreasing user reach, influencing content visibility, etc. Ideal Skills and Experience: - Proficiency in Algorithms: A strong understanding of how algorithms operate, particularly in the context of social media platforms, is essential. - Research and Analysis: The ability to conduct in-depth research on the topic and present findings in a structured, coherent manner. - Social Media Knowledge: Familiarity with Facebook's algorithmic operations and the broader social media landscape would be a significant advantage. The report should not only identify potential vulnerabilities in these algorithms but also suggest ways in whi...

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    I am seeking an expert with proficient skills and experience in Artificial Intelligence, Machine Learning, and Data Analysis for the purpose of publishing my research paper in the Expert Systems with Applications Journal. My work utilizes Deep Learning to address Suspicious Action Detection from Surveillance Videos. The ideal candidate should have superb understanding of Behavior Recognition, a technique pivotal to my paper. In this task, the set objectives include: * Editing and proofreading the paper meticulously * Ensuring the subject matter is communicated clearly and effectively * Submitting the paper to the Expert Systems with Applications Journal * Ensuring all the Journal's publishing guidelines are followed diligently Applicants are invited to submit their bids alo...

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    Complete Excel Analytical and Descriptive Analysis on provided dataset by Friday 4 pm

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    For my project, real-time voltage levels tracked through an ATSAMD21 MCU will be crucial. I need someone who can develop firmware to transport this crucial A/D data to a host computer via USB in a raw format. This endeavour calls for: * Proficiency in crafting firmware for ATSAMD21 MCU * Proficient understanding of voltage/current monitoring systems including TI INA3211 i2c sensor * Ab...sensor * Ability to transport raw A/D data via USB * Experience in real-time data monitoring solutions. Your role would be to focus on developing a robust and efficient real-time monitoring system to track voltage levels and send this information in raw format to the host computer. Your expertise will ensure that accurate and reliable voltage info is readily available for further processing and ana...

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    I require a professional in SEO to enhance my website's visibility and overall performance. The main focus will be on on-page and off-page optimization, as well as conducting comprehensive keyword research and analysis. Key responsibilities: - Implement on-page and off-page optimization strategies to improve search engine rankings and increase website traffic. - Conduct in-depth keyword research to identify high-traffic, relevant terms. - Analyze and refine existing content to align with SEO best practices and maximize visibility. The urgency of the project requires the selected freelancer to be highly experienced, proactive, and capable of delivering results within a short timeframe. Previous success in boosting online sales through SEO is a definite advantage.

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    I'm in need of a professional who can analyze comprehensive survey data and present the results in a detailed, report that relates to each hypothesis for my thesis research. The analysis is expected to be done using Excel analyses then further descriptive analysis is needed, focusing on summarising the main characteristics of the data and how they prove/disprove each hypothesis. This will involve exploring the responses to the survey questions, identifying patterns, trends, and constructing summary statistics. The key deliverable for this project will be as follows: an Excel spreadsheet with... - raw data in one tab (provided for you in the attached excel document) - cleaned data a separate tab (provided for you attached excel document) - your statistical anal...

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    Must understand I require an expert in financial statement analysis and forecasting. The project involves predicting financial trends over a three-year period. I only have cash flow statements available for analysis purposes. Key Responsibilities: - Analyzing cash flow statements - Preparing a three-year financial forecast based on the analysis - Highlight expected trends and give insights Ideal Skills: - Proven experience in financial statement analysis - Proficiency in financial forecasting - Expert ability to analyze and interpret cash flow statements - Keen attention to detail and accuracy - Excellent analytical, computational, and mathematical abilities.

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    I'm seeking a highly skilled developer to integrate Dialogflow into my ManyChat chatbot for the primary purpose of customer support. Ideal Skills: 1. Previous experience in Dialogflow integration 2. Expertise in chatbot development for customer support. Your responsibilities will include: 1. Create a HTTP request inside ManyChat flow builder that return the answer from Dialogflow, so I can use this answer in my chatbot. A successful completion of this project involves creating a chatbot that can effectively handle customer queries, troubleshoot issues, and provide instant responses. The end product should be a tool that enhances our customer servicing system, saves time, and improves service quality.

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    I am writing my first sci-fi novel based on evolutionary biology and I need assistance in research. The specific areas that require research are: - Genetic evolution - Species adaptation - Evolutionary theory The right freelancer should be proficient in evolutionary biology. They will provide: - Detailed explanation and analysis Your understanding and passion for the subject matter will greatly help build the scientific foundation of my novel. This is a valuable opportunity for someone who appreciates the intricacies of evolution and wants to contribute to a sci-fi narrative that is both exciting and scientifically accurate.

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    ...rates, and property descriptions, etc. Key Features: - Efficient data scraping: The tool should successfully extract rental prices, occupancy rates, and property descriptions from Airbnb and AirDna. - Localized scraping: The data scraping should be focused on a specific city, which will be revealed once the project commences. Use of Data: The scraped information will be primarily used for market analysis purposes. The data will be instrumental in helping me understand the dynamics of the rental market within the specific city. Skills & Experience Required: - Proven experience in data scraping, especially from websites like Airbnb and AirDna. - Brilliant understanding of how to work with different types of data, such as numerical and textual data. - Strong ability to tailor...

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    Currently, I'm seeking an expert researcher to provide a comprehensive analysis about the cloud computing provider, Modcloud. Your primary responsibility will be to provide detailed data about the following: - Services Operated: Specifically, their cloud computing services. - Service Model: Their operational model revolves around Infrastructure as a Service (IaaS). - Consumer Service: Any consumer services offered need to be listed. - How Services are Offered: Although this data is missing, any available information regarding their model of operation (subscription basis, one-time payment, or pay-per-use) should be provided. Ideal candidates should demonstrate previous experience in the tech market research sector, particularly with a focus on cloud computing providers. Stron...

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