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    2,000 chatbot in python project report tugasan ditemui, harga dalam USD

    ...stage 2 -creates buy orders based on certain criteria (fdv, volume, transactions etc) and sends order from solana wallet please tell me in general how you would go about this so i know you are suitable for the task? I'm seeking a proficient coder, experienced with Python or Java, to create a system that integrates with Solscan API to provide real-time updates and send Telegram message and second part of project a buy order ideally based on certain criteria. ideally stage 1 completed in two weeks. Key Requirements: - Proficiency in Python or Java programming - Prior experience with API integration, notably Solscan - Ability to deliver the project in two weeks The selected freelancer will demonstrate a solid understandi...

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    I require a specialist in running code that is based on AI/ML, specifically ResNet MobileNet, and other nature-inspired algorithms on my Windows laptop. The expertise required: - Extensive experience with Python, the programming language the code is written in. - Robust knowledge in machine learning and AI. - Familiarity and experience with Windows OS and optimization thereof for machine learning code execution. - Understanding of Predictive modelling, the primary outcome goal of the code. The goal of this project is to have the code successfully run and produce the expected Predictive modeling results. Be prepared for minor troubleshooting and optimization to make that happen within the Windows OS environment.

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    ...my Amazon client and post them on relevant news platforms. IMPORTANT**Please provide me with "the estimated duration of the project", and "examples of your past work",and "how many platforms will you post" for reference** Requirements: 1 article for product placement marketing about my Amazon clients' products.(and put the link to the product in your articles) [A new way to clean your pet's teeth] we can discuss and adjust the article if need these articles to at least 10 related news platforms/blogs in the US only. For example, post pet care articles to multiple USA pet care platforms. we can discuss and adjust the platform if need a report detailing which news platforms you posted to and which performed the bes...

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    I'm looking for a professional mobile app developer to create a driver app for both iOS and Android. Key Features: 1. Login with your Car number in the Chauffeur Login section 2. Enter the OTP Received to login 3. Accept / View the booking received for the next 4 hours 4. Click on “start ride” button 5. After reaching the pickup point click on “Report” button 6. Once customer is picked up, enter CRN number and upload a picture of odometer to start the journey 7. Once reached the drop point, click on “Drop” button, upload a picture of odometer to end the journey 8. Share your Trip Feedback. 9. Click on add Extra charges button for adding extra charges amount and upload a proof for each amount (receipt or transaction screenshot) 10. E...

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    ...write 1 article for my Amazon client and post them on relevant news platforms. IMPORTANT**Please provide me with "the estimated duration of the project", and "examples of your past work",and "how many platforms will you post" for reference** Requirements: 1 article for product placement marketing about my Amazon clients' products.(and put the link to the product in your articles) we can discuss and adjust the article if needed these articles to at least 10 related news platforms/blogs in the US only. For example, post pet care articles to multiple USA pet care platforms. we can discuss and adjust the platform if needed a report detailing which news platforms you posted to and which performed the best. us to quote yo...

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    I'm looking for a skilled Python developer to write a code for an Explainable AI project. I need the code to focus on making the AI understandable by humans, rather than just predicting outcomes. Key Responsibilities: - Create a Python script that implements Explainable AI techniques like Lime - Ensure the code is clean, well-commented, and efficient Your role will be crucial in enabling the AI to present its decisions and reasoning in a way that can be easily understood by non-experts. Notably, the model should be able to show its decision rationale, thus improving trust and interpretability to end-users or stakeholders. Ideal Skills and Experience: - Proficiency in Python - Experience in AI/ML particularly in Explaina...

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    I'm looking for a professional who ca...background check for pre-employment screening in Yaounde, Cameroon. The results of this check should be compiled into a comprehensive written report for my review. Key requirements: - Basic background check - Compile results into a written report - Conduct the vetting process in Yaounde, Cameroon Ideal candidates for this project should have demonstrable experience in conducting background checks, particularly in the context of pre-employment screening. It's important that the freelancer has the ability to operate in Yaounde for the vetting process itself. Additionally, the freelancer should have a record of delivering clear and concise written reports. Please provide an overview ...

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    ...proficient in JavaScript, Python, and PHP for a project with a wide range of tasks. Key Requirements: - Proficient in JavaScript, Python, and PHP. - Proven experience in full stack application development. - Strong understanding of software engineering principles. - Ability to work independently and as part of a team. - Good problem-solving skills. - Strong communication skills. It would be a plus if you have: - Experience with React, Angular, or Django. - Prior experience in user authentication, data visualization, and social media integration. This project will involve a variety of tasks, so I need someone who is versatile and able to adapt to different challenges. Your ability to work with minimal supervision and to deliver h...

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    ...Telegram bot to display it directly netgex volume + netgex open intrest I'm in need of an experienced Python developer who is adept at creating Telegram bots. The primary functionality of this bot will be user interaction. At this time, I don't require any specific data to be withdrawn from the API. The successful candidate should be able to: - Design and Develop a bot with interaction-heavy features in Python. - Ensure seamless integration with Telegram's API. - Implement effective user interaction strategies. - Conduct comprehensive troubleshooting and testing. Candidates with previous proven experience building Telegram bots will be given preference. Please, include examples of the bots you've designed and developed in your ...

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    I'm seeking an experienced Python developer to scrape a specific website and extract text data for the purpose of analysis. Your role will be the following: - Scrapping the text data from the specified website. - Cleaning the data to prepare it for analysis. High data quality is crucial so attention to detail is necessary. Ideal candidate would have proven experience in Python, data extraction, and data cleaning. Familiarity with data analysis will be beneficial.

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    I'm in need of a Python script that can crawl through a list of websites provided in an Excel file and export all the webpages it finds into a new Excel file. This task is aimed at scraping the entire content of the websites, not just a specific piece of information. Key Requirements: - The script must be able to read a list of websites from an Excel file. - The script should use natural crawling mechanisms, not sitemap, to find all the webpages on each website. - All the webpages found on the websites should be exported into a new Excel file. The purpose of this script is to aid in analyzing the content of these websites, so it's crucial that all pages are scraped. Ideal Skills: - Proficiency in Python programming, particularly web s...

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    I have a script written in AHK for Windows. I would like this script to be rewritten for MacOS using Python. In order to ensure that the MacOS script is as close as possible to the original Windows script, the sound functionalities need to be replicated exactly. doesnt have to be python if u know something easier and simpler to maintain i dont care Key Skills Needed: - Proficiency in Python - Experience with MacOS scripting - Understanding of AHK (previous experience with this language would be beneficial) - Proficient in sound control within scripting The ideal candidate for this role would be someone who has a good understanding of AHK and Python, and is able to adapt the sound functionality of the AHK script to MacOS, while kee...

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    I am in need of a skilled proofreader/copyeditor who can work magic on a 70-page business report. The ideal freelancer should: - Have experience in proofreading and copyediting, particularly in business-related content. - Be adept at refining grammar, punctuation, and spelling. - Deliver the reviewed and revised document within a two-week timeframe. The task does not require substantive editing around structure, clarity, or style but attention to detail is vital to ensure the report is error-free and polished. Your expertise will be critical to delivering a professional, top-quality report.

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    I'm looking for an experienced chatbot developer who is certified with uchat to create a chatbot that will primarily focus on process automation. The chatbot should possess the following features: - Natural language processing to understand and respond to user queries effectively - Integration with the uchat platform for seamless operation - Customizable responses to cater to specific needs and scenarios User interaction will involve both text-based and voice-based communication. The primary goal of this chatbot is to automate various processes. This will require complex logic and an understanding of the business needs behind the processes being automated. Ideal candidates for this project will have: - Proven experience in c...

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    Algo Trading setup Description: We are seeking an experienced individual in algorithmic trading and API integration to assist in setting up automated trading signals. Our algorithm, currently operating on the TradingView platform, generates precise buy and sell signals. However, we require assistance in seamlessly translating these signals into actionable trades on our trading platform. The primary objective of this project is to integrate our existing algorithm with the trading platform's API to automate the execution of trades based on generated signals. The selected freelancer will be responsible for establishing a robust connection between the algorithm and the trading platform's API, ensuring timely and accurate execution of orders. Key tasks i...

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    I am seeking a proficient specialist in Excel 2010, with extensive experience in the creation of VBA Macros, designing data entry sheets, automating tasks, and generating reports. Key responsibilities include: - Design and develop efficient VBA Macros - Design accessible and streamlined data entry sheets - Automate various Excel tasks for increased productivity - Generate comprehensive and insightful reports Ideally, you have advanced knowledge of Excel and VBA Macro programming, demonstrating a proven track record in dealing with complex Excel projects. A strong understanding of spreadsheet automation and report generation is fundamental to execute this project successfully.

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    I'm seeking a proficient developer to build a comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal p...comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal performance - Scalability - Security The code can be written in Python or Java. In-depth knowledge of these languages, as well as experience with Snowflake and Kafka integration, is a necessity for a su...

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    ...proficient in JavaScript, Python, and PHP for a project with a wide range of tasks. Key Requirements: - Proficient in JavaScript, Python, and PHP. - Proven experience in full stack application development. - Strong understanding of software engineering principles. - Ability to work independently and as part of a team. - Good problem-solving skills. - Strong communication skills. It would be a plus if you have: - Experience with React, Angular, or Django. - Prior experience in user authentication, data visualization, and social media integration. This project will involve a variety of tasks, so I need someone who is versatile and able to adapt to different challenges. Your ability to work with minimal supervision and to deliver h...

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    I'm looking for a skilled Python developer to help with web scraping and data analysis tasks. Key Tasks: - Web Scraping: Proficiency in using Beautiful Soup or Scrapy is essential. The person should be able to extract specific data sets from websites and present them in a structured format. - Data Analysis: Experience with Pandas and NumPy is crucial for this role. The ideal candidate should be able to manipulate and analyze large data sets efficiently. - Automation: Familiarity with Selenium for automating tasks is a plus. What I'm Looking For: - Experience: Please include details of your past projects and your experience with Python in your application. - Specific Libraries/Frameworks: A strong grasp of Pandas, NumPy, Beautiful Soup, Sc...

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    ... Mumbai I'm in need of an experienced business development professional to support our venture in the healthcare industry. Key Project Details: - Industry: Healthcare - Objective: Launch new products/services - Target Customers: Hospitals, Private clinics, Pharmaceutical companies Key Responsibilities: - Conduct market research to identify potential areas for expansion - Develop and implement strategies to introduce and promote new products/services - Establish and maintain relationships with key stakeholders in hospitals, private clinics, and pharmaceutical companies - Monitor and evaluate the performance of the new products/services in the market - Report on progress regularly and provide suggestions for improvement Ideal Skills and ...

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    I'm currently seeking a highly experienced data scientist for applying machine learning techniques on a complex dataset. As a skilled professional, you'll be involved in: - Preprocessing and cleaning of data to remove any inconsistencies. - Conducting exploratory data analysis to unveil hidden patterns and correlations. - Selecting the right machine learning model and evaluating its performance over time. For this project, in-depth knowledge in Python and strong statistical background are highly desirable. Familiarity with supervised machine learning models is a key requirement as well.

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    I am seeking a Python expert to assist with debugging a single script. The script is built primarily using functional programming concepts. Key requirements: - Troubleshoot and identify issues within the codebase - Suggest and implement fixes to ensure the script is running efficiently - Experience with functional programming concepts in Python This is a small project, and the ideal candidate should have a strong understanding of Python, specifically in debugging and functional programming. The codebase is not extensive, so I anticipate this project to be completed within a short timeframe.

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    Looking for a Python developer to create a simple bridge between client and server for realtime communication.

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    ...talented developer to enhance an existing open-source project on GitHub. The project is a Proctoring AI located at this link: The enhancements I need revolve around improving the project's accuracy, implementing real-time monitoring, and creating a more user-friendly interface. Key Requirements: - **Improved Accuracy**: The project should be able to deliver even more precise proctoring results without compromising on performance. - **Real-time Monitoring**: A key aspect of the enhancements should focus on implementing real-time monitoring, which will allow for more effective proctoring during exams or similar activities. - **User-friendly Interface**: The revamped project should have an intuitive and engaging interface. This

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    Confirmis ( ) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in developing economies. As a Site Verifier, you will be involved in our pre-employment screening by conducting a visit to our candidates’ residential address with the candidate’s consent letter. JOB DESCRIPTIONS: • Conduct the site visit to the candidate’s residential address • Conduct the basic verification of the candidate’s residence & reputation with the neighbors, head of the local community, police stations, building op...

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    I'm looking for a skilled business developer who can assist in turning my idea for a brain computer interface device into a marketable product. Key Requirements: - **Market Research**: You'll need to conduct thorough market research to understand the competitive landscape and identify potential target markets. - **Business Development**: Leveraging your experience, guide me through the process of transforming the idea into an actual product. - **Wireless Connectivity & Real-time Data Analysis**: The device should have these features to cater to gamers, individuals with disabilities, and consumers interested in brain health. Ideal Skills: - Proven track record in business development, especially in tech-related products. - Market research expe...

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    E-comerce hecha con React, Tailwind CSS , Framer Motion y cuenta con un chatbot con IA como asistente virtual En el Backend cuenta con una base de datos SQL y node Js y Javascript para la conexión a la BD Tiene una auténticacion de usuarios Y cuenta con integración a MercadoPago

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    ...must use symmetry to conduct the simulations over half of the body of the car in order to save time and computational costs. - Design of Experiment for a Roof Spoiler: Using three geometric parameters for the shape and position of the spoiler, which will each be tested at three different values (for a total of nine simulations), with the effects of adding the spoiler compared to the baseline model. - Design of Experiment for a Rear Diffuser: Similar to the above, but this time for the purpose of determining the design of a rear diffuser to go with the previously determined spoiler configuration Ideally, the freelancer should have prior experience in simulating complex car models using Ansys Fluent and expertise in conducting Design of Experiments. The freelancer mu...

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    i need to add my rotating proxies list to my python playwright code work by anydesk maximam 2 hours

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    I'm in need of a skilled professional to create a chatbot whatsapp business integrated with Mikrowisp The chatbot will serve as a tool for registered companies to interact with their customers. Key Features: - Options menu: The chatbot must provide the options menu, and a limit of queries to exit the chatbot and transfer the advisor. - Invoiced amount query: The chatbot must provide users with a simple way to find out the amount owed and due date. - Consultation of the user profile: The chatbot must respond to the contracted profile. - Spanish Support: The chatbot needs to be capable of interacting with users in spanish - Company Management: The ability to enable, disable, or delete companies from using the

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    As someone requiring expert Python knowledge, I am looking to find a coder who can aid me in creating a precise Python script that will effectively integrate a Topaz Signature Pad. The following degree of functionality should be prioritized: - Capture signatures from the Topaz T-LKB755SE-BHSB-R SignatureGem LCD 4x3. This are the available SDKs /software combaine what you need i am on a windows pc with the topaz in front. Python is main but load or do what you need. The captured signatures should be saved in a format that's optimal for database storage and for use in official forms. The preferred database management system for storing these signatures is SQLite3. The ideal freelancer for this role should have:

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    Wrong data is show in the report. Need to link the correct input to the report. Work with ftp only

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    I require a proficient developer who can handle data extraction from an API response using Spring Boot. The extracted data needs to be segregated into text and numeric data for the purpose of Jasper report generation. Key Responsibilities: - Extracting text and numeric data from an API Response - Segregating the extracted data into respective categories for further processing Ideal candidate should possess: - Strong proficiency in Spring Boot - Proven track record in handling API data extraction - Previous experience with Jasper report generation would be a significant advantage - Solid understanding of data segregation and processing I'm looking forward to seeing your proposals.

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    I need a Python expert write a basic python script to integrate a Topaz Signature Pad. The pad is Topaz T-LKB755SE-BHSB-R SignatureGem LCD 4x3 Key Requirements: - The integration should allow the capture and preservation of signatures directly through the Topaz Signature pad. Just script to open a form with a picture field and a button with label write now. on the pad write a signature and after save button the picturefield should be filled with the written signature/image. Image stored in same map als the script. Desired Skills and Experience: - Proficiency in Python, particularly version 3.9. - Prior experience with integrating peripherals, such as signature pads, into applications. - Familiarity with signature capture and storage

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    ...analytical thinker for a comprehensive research on workplace fatalities and injuries in the Construction, Manufacturing, and Oil and Gas industries. The primary aim is to research the number of reported workplace fatalities and injuries in Brazil, Egypt, Oman, Morocco and the United states of America and to analyze trends and patterns of these incidents over a significant time period. - Research Scope: This task involves not just basic data extraction and interpretation but also monitoring of patterns and trends spanning these industries. - Preferred Skills: Direct experience in health and safety research is a plus, specifically in occupational hazards. Strong analytical skills, familiarity with the industries in question and ability to su...

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    The task centers around leveraging Python programming and machine learning skills to perform data analysis. The data to be analyzed are contained in an Excel sheet, specifically focusing on customer data. The ideal freelancer for this task should exhibit the following: - Strong proficiency in Python programming. - Solid experience with machine learning. - Familiarity with data analysis, particularly descriptive analysis. - Ability to accurately interpret customer data. The task requires a reading of the Excel sheet and performing data analysis based on the customer data contained within. The chosen Python and machine learning expert will focus on descriptive analysis techniques to extract meaningful insights. Your insights should guide our strategies ...

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    I'm in need of a skilled researcher in the medical field who will compile a comprehensive report on various obstetric and maternity issues. The main focus of the research will be on pregnancy complications, labor and delivery, and postpartum care. Key Deliverables: - Conduct thorough research on the selected topics - Summarize and organize findings into a comprehensive report - Ensure the report is in a professional and easily digestible format - The final deliverable should be in a PDF document format Ideal Skills and Experience: - Proven experience in medical research, particularly in obstetrics and maternity - Strong understanding of pregnancy complications, labor and delivery, and postpartum care - Excellent repor...

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    I'm looking for ...skilled developer with strong expertise in Python, JavaScript, , and Node.js. This project involves enhancing our MiningWeb platform. Key Tasks: - Implementing user authentication features - Improving data visualization capabilities - Optimizing the platform's performance This is a great opportunity for someone passionate about blockchain and crypto and looking to take on a challenging and rewarding project. The work is fully remote and offers competitive compensation. Ideal Skills Include: - Proficiency in Python, JavaScript, , and Node.js - Prior experience with user authentication, data visualization, and performance optimization - Strong understanding of blockchain and crypto technologies - Self-motivated and abl...

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    Looking for...Windows and should include: - Credit Score Tracking: A feature that allows constant monitoring and updating of credit scores. - Dispute Management: A functionality that simplifies the management and tracking of credit report disputes. It should allow me to file, monitor, and manage disputes easily. - Client Management: A robust client management system to effortlessly manage client profiles, credit statuses, and communication. Ideal candidates should have prior experience in building similar software, and a deep understanding of how credit repair systems run. Proficiency in Windows software development will be necessary. Integration options weren't specified but the ability to build software with potential for integration would be a major plus....

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    ...representing a retiree living in New Jersey (my father), who receives pension payments from France through wire transfer to his bank. However, the funds are not reaching the bank account. The issue lies with the French payors not routing the fundss. Key Points: - The problem is specifically related to payments from France not reaching my father's Chase bank in New Jersey. Therefore, the ideal candidate should have experience and expertise in speaking with CNAV and Agric-Arrco in France. - I have all necessary payment transaction records, from the past, that can be provided to the freelancer for detailed analysis. - The role requires a direct interaction with French payors. Hence, the freelancer should also possess excellent communication skills and ex...

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    Being in the midst of a Shopify app project, I am seeking a competent developer to provide a clear-cut report on whether our App we hired a tech to do is actually an app or just a Laravel website and if it can actually be submitted as a Shopify app, or if it requires further development to become a legitimised app. The website works great, syncs with a Shopify store in testing, communicates through API's etc. But now we have asked the tech to submit it as the SHopify app it was supposed to be, we believe it may not really comply as a App more of a website. - Analysis of our current Laravel website. - Suggestions on finishing and subnmitting at the very least cost and effort a actual Shopify app out of our current project - it is in submiss...

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    In this project, I am seeking a skilled Python developer with experience in using Playwright to develop a set of flexible data scraper tools. These tools will be deployed to capture data and screenshots from a variety of popularly visited websites such as e-commerce platforms, directories, social media and news sites which includes but not limited to eBay and clinicaltrials.gov. Key functionalities should include: - Capturing various data types such as product details, pricing information, ratings, reviews, and any other elements visible in a full-page screenshot. - Organizing the captured data and screenshots in a clear, easy-to-navigate folder structure. - Being adaptive enough to scrape data from a widely diverse set of websites. To be succ...

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    ...missing elements in my PDF-based personal banking statements, specifically transaction details and account balance records. Key Duties: - Thoroughly examine provided PDF statements - Spot missing transaction details and account balance records - Compile a comprehensive list of missing elements - Look for financial wrongdoing and money laundering and asses missing information needed to identify potential money laundering Required Skills: - Acute attention to detail - Abiltiy to spot financial wrong doing/ money laundering. - Understanding of personal banking statements - Proficiency in PDF analysis - Excellent data organization and report writing skills. No unnecessary data should be included, only missing transaction details and account balance records are n...

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    ...detailed report on Company C's financial health. The primary goal of this analysis is to provide insights on the company's performance and help in making well-informed recommendations. Key aspects to emphasize in the report: - Revenue growth: A clear picture of the company's revenue trends. - Profit margins: Analysis of the company's profitability and how it compares to industry standards. - Debt levels: Understanding the company's debt situation and its potential impact on future performance. - Valuation: A comprehensive evaluation of the company's worth. - Business summary: A concise overview of the company's operations and key strengths. - Risks: Identification and analysis of potential risks the company faces. - Indust...

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    Only Report Tamat left

    Hi Abdelmuhaimen S., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    ...economic environment of each city in detail, with a focus on the factors impacting the feasibility of our business in that location. - Detail-oriented research: The study should be in-depth, with a range of data sources cited to ensure the accuracy and reliability of the findings. - Written Report: The end deliverable should be a comprehensive written report, well-structured and easy to comprehend by team members who are not necessarily economics experts. Ideal Skills and Experience: - Strong research capabilities, particularly in the field of economics and business feasibility studies. - Excellent report writing skills, with an ability to communicate complex data in a clear and concise manner. - Proven experience in conduc...

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    The goal of this project is to develop a web application called "AI Scanner" that allows users to input any website URL or document, scan the website/document for relevant data, and then interact with an AI model to retrieve information from the scanned website. The application will also include a chatbot feature that can be easily integrated into other websites as a microservice. Additionally, the application will support payment methods for premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model...

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    I require an expert proficient in Python, SQL, and Java to work on a Codility assessment. The assessment will be conducted at an intermediate level and will be inclusive of various tasks that I will be solving in the language of the question. Key Requirements: - Comprehensive Knowledge in Python, SQL, and Java - Proficiency in tackling Codility assessments - Understanding of the assessment's specific concepts and frameworks Remember to adhere to Codility's test format and code-writing guidelines. Your completion and success of this project will greatly depend on your ability to grasp and execute these particularities.

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    I am in need of an expert Python developer with specific experience in Flask framework and Amazon DynamoDB. The primary task is to fix a database connection issue. We are finding it difficult to establish a stable connection with DynamoDB. • Required Skills: Python, Flask, Amazon DynamoDB, Monolithic architecture experience • Task: Diagnosing and troubleshooting connection issue between Python/Flask backend and DynamoDB. • Bonus: Working knowledge of monolithic architecture and associated best practices would be beneficial. Please submit your bids if you're confident in diagnosing and rectifying such connectivity issues. Your insight and expertise would be highly appreciated.

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    ...Search Services outside of business hours, weekends and holidays (see details). The service must also include preventive analysis that will allow us to establish whether the platform is “healthy” in order to reduce these types of events. DETAIL OF EXTENDED SUPPORT The Extended Support service will have the following scope: • Support Hours: Monday to Friday from 18:00 to 23:00 and Saturdays, Sundays and Holidays from 9:00 to 23:00. The service will cover the resolution of critical incidents (service outage) in this time slot. • The committed SLA, for this time slot, will be 3 hours from the report sent from our Help Desk. • The service must contemplate 7 x 24 monitoring of the platform with an alarm system to detect service outages. This ...

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