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    I'm seeking a skillful AI specialist to craft a system / program capable of automating several tasks within my business. The primary goal here is to alleviate human intervention in tedious, time-consuming and repetitive tasks. put in your mind this is will be my master thesis. Key Responsibilities: - Automate data entry and processing: The AI system should be able to process large amounts of data, extract relevant information and update records as necessary. - Automate customer service interactions: The system should be able to respond to basic customer inquiries, forward more complex issues to a human representative, and learn from interactions to provide better responses over time. - Program via python. by using all kinds DNN ...

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    I'm seeking a talented copywriter with experience in translating complex medical concepts into Turkish for my pain management clinic's webs...testimonials, so the copywriter should be skilled in incorporating these into the overall content. - Language Level: The content should be highly technical to cater to medical professionals, ensuring a precise and accurate representation of our clinic and services. Your role will be crucial in helping us connect with our Turkish-speaking audience. A deep understanding of pain management and medical terminology is essential, as is the ability to deliver engaging and authentic patient stories. If you're a professional copywriter with a passion for medical writing and the ability to translate nuanced c...

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    Hi there, We are a travel agency looking for an expert in API integration to answer the following questions: Is it possible to connect and our own booking system to check and update automatically accommodation availability, rating, pricing and meals within our internal booking system? It should take into consideration a radius of 5-10km from a certain city point. Our own booking engine works automatically as follows, it sends a booking request to the accommodations on a certain accommodation list (from the first to the last one on that list) following a rule: if the first accommodation on the list denies our booking request, automatically the request will be sent to the second on the list, and so on. What will the requirements?

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    I'm seeking a skilled developer to integrate a pixel into my WordPress website that collects the names, emails, and phone numbers of leads in real-time as soon as they visit a specific page. The collected data should be simultaneously sent to GoHighLevel (GHL) CRM for automated text and phone call follow-ups, as well as to an Excel sheet for manual review and further action. Key requirements: - Pixel Integration: Develop and implement a pixel solution that captures lead data. - Real-Time Collection: Ensure the system collects data instantly when a lead lands on the specified page. - GoHighLevel (GHL) Integration: Connect the system to GHL for automated text and phone call follow-ups. - Excel Integration: Enable the system to send collected le...

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    I'm in search of a skilled WordPress developer to take our current web site, , grow its traffic flow exponentially, come up with innovative ways to connect our various social media channels to the site to boost traffic from social to web, add api feeds to save content creation writing articles time, and bring tactics and ideas to bring more engagement, with the following key features: - **API Content Feeds:** I need the site to display a variety of content types, including news articles, video content, social media updates and publically valuable content, sports, birth & death notices. The ideal candidate for this project should have: - **Experience with News Media Websites:** Experience in creating personalised new...

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    ...should be able to ensure optimal performance and security. - API Integration: There is a need for the integration of an 'informative application' API. This task requires someone with prior experience in integrating custom APIs and a strong understanding of how to effectively connect APIs for seamless functionality. Ideal Skills and Experience: - Proficient in PHP for backend development. - Strong background in server configuration. - Demonstrated experience with API integrations, particularly information application API. - Ability to problem solve efficiently and effectively. - Excellent communication skills and ability to work under tight deadlines. If you're an experienced PHP developer who can confidently handle server configurati...

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    Update web scraper in AWS 6 days left
    VERIFIED

    The project is the automation of the process of downloading information from the page, organising the data, and include it in a normalised format specified in an Excel file. Duplicate records should be removed and uploaded to a shared repository. The instance of the software and the repository should be in AWS. It needs a user friendly run option. The scope of the service includes the configuration of a repository in a AWS, set-up a remote desktop , delivery of the source code with good development practices. Additionally to the neighbourhoods added in the file, the scraper mus include: Zone 2: Gran america Centro nariño Centro narino Puente aranda El recuerdo La florida occidental Quinta paredes Industrial centenario Plaza Imperial Centro Comerc...

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    I'm in need of a developer proficient in Python who can create a video tutorial. The tutorial should showcase the process of building a user authentication login page for a web application using the Microsoft Graph API. The loging should just allow pre-registered users (from azure dashboard) to enter the app. Ideally the should build a little login page using streamlit! Key Requirements: - Expertise in Python: Comprehensive proficiency in Python is a must, as the tutorial is centered around this language. - Familiarity with Microsoft Graph API: The ability to leverage the Microsoft Graph API for user authentication is essential. - Video Creation: While I'm not looking for a professional video maker, the candidate should be able to reco...

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    I urgently need a Python script created to scrape data from Website 1 and write it to a CSV file. The data I need to extract is specific to TVL daily total. Site: Key Requirements: - Develop a Python script for web scraping - Extract TVL daily total data from - Save the data into a CSV file Ideal Skills: - Proficient in Python programming - Experience with web scraping tools and techniques - Strong understanding of data handling, especially writing to CSV files - Good communication for timely updates on the project's progress.

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    I'm seeking a skilled Python developer to create a script that can facilitate sending and receiving voice calls via Telegram VoIP. The main aim of this project is to integrate the developed script into an existing application. The script should be compatible with Python 3.x.

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    AWS Hosting & SSL Setup 6 days left
    VERIFIED

    hello I am currently looking for an Amazon AWS expert. We are currently creating about 5 WordPress websites and are looking for someone to host them on Amazon AWS Lightsail and connect the domain/install SSL and TSL. Budget is around 10 dollars Please enter "ITaws" to confirm you are not a bot

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    I'm seeking an experienced data scientist with expertise in Python and R for a project that involves time series data visualization and statistical analysis. Key Responsibilities: - Conducting data visualization to present insights in a clear and compelling manner - Performing statistical analysis to extract meaningful patterns and support decision-making I will provide you with a working file that retrieves data from our Python/R library. Your responsibility would be to process and analyze this data. We use Python/R with Jupyter notebooks. Ideal Skills: - Strong proficiency in Python - Experience with data visualization tools such as Matplotlib, pyplot and of course Pandas - Proficiency in statistical analysis methods and to...

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    I'm seeking a skilled web developer to create a financial information website with features similar to forexfactory.com. The website will be designed with a modern and minimalist aesthetic. Key features include: - Live forums page: This will allow users to engage in financial discussions, share insights, and connect with other members of the community. - Economic calendar: We need a comprehensive economic calendar that notifies users of upcoming reports, events, and indicators that may impact the financial markets. We will need to find all the sources the main information comes from and scrape them using provided API's from the government sites that they provide usually. - SEC Insider Traders Page: This is a vital component of the website. It s...

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    I'm looking for an experienced developer to assist me with an Artificial Intelligence (AI) driven video processing project. The key points of this project are: - **Objective**: The main aim of this project is to create a video processing system that could understand video content and generate a talking video avatar. - **Tasks**: The AI system should be capable of performing three key tasks: facial recognition, text extraction, and converting the extracted text + video into a talking video avatar. - **Output Format**: The desired output format for the generated talking video avatar is MP4. Ideal candidates should have: - Proven experience in artificial intelligence, particularly in video processing and generation of talking video avatars. - Proficiency in facial recog...

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    I'm seeking a Django and Python Fullstack developer who can lend their expertise to my application project. The chosen freelancer should excel in creating: - Robust user authentication and authorization systems - Seamless database integration - Responsive design that adapt to various devices I have certain design ideas but I would highly appreciate guidance to help realize these concepts. The freelancer should possess a strong grasp of user-centric design and prove instrumental in translating these concepts into a streamlined, functional, and easy-to-use interface. Ideal skills: Python, Django, Database Management, User Interface Design, User Experience Design, and Responsive Web Design. It's a bonus if the candidate has a knack for m...

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    ...Website Development with Payment and WhatsApp Integration 1. Website Development (Exclude Content) Overview: Develop a survey website that allows users to register, upload documents, make payments, and track the status of their submissions using a unique tracking number. Additionally, integrate a WhatsApp or chatbot for customer support. Frontend Development 1. User Interface Design: • Create a responsive and user-friendly design that works on all devices (desktops, tablets, mobile phones). 2. Components: • Homepage: • Engaging visuals and clear messaging to capture visitor attention. • User registration, login, and payment links. • Introduction to the service. • About Us Page: • Detailed information about the company's backgr...

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    I'm currently seeking a proficient freelancer in Google Cloud Platform (GCP) who specializes in Infrastructure setup, Virtual M...Infrastructure setup, Virtual Machine management, and Data storage and management. Key Tasks: -Setting up a secure and efficient GCP Infrastructure -Managing and optimizing Virtual Machines -Handling Data storage and management effectively The freelancer needs to have: -Sound knowledge and experience in GCP -The ability to implement advanced automation in GCP Programming Skills: -High-level proficiency in Python -Competency in Shell scripting is necessary This project is for those who are passionate about cloud technologies and eager to help initiate an advanced level of automation within my GCP environment. Please, only t...

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    ...familiar with OctoberCms to create a comprehensive hospital directory website. The site will serve as an important tool for patients, healthcare professionals, and the general public to find relevant information, connect with doctors, and explore hospital services. Key Features: - Doctor Profiles: A robust database of doctors' profiles. - Treatment Information: Detailed information about various treatments offered by the hospital. - Speciality Search: An intuitive search functionality for patients to find doctors based on their speciality. - Online Forms: Online forms for appointment booking and other requests. Key Objectives: - Provide Information: The website should serve as a reliable source of information for all visitors. - Booking Appointments: ...

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    ...an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills read the specs: What I would like to do is to set up a Cyclecloud cluste...

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    I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with a strong eye for detail.

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    ...developer to create a web dashboard using Python with Django framework. The purpose of the dashboard is to monitor a specific service. Admin can create new services or update / delete Ability to add commands to start a service if it crashes by using the commands and notify on successful execution. As well as provide web dashboard for visibility . If this service crashes, the dashboard should send notifications via email and then restart the service. Key Requirements: - Develop a Python-based web dashboard using the Django framework. - Implement a monitor for a specific service. - Configure email notifications to be sent out to a designated email address upon service crash. - Enable the dashboard to automatically restar...

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    I need an experienced developer to create a custom online booking system for my business. The system should be integrated with our existing website and designed to handle online reservations. Key Requirements: - Develop a custom-built online reservation system to handle bookings for our services - Integrate the system with our existing website - Implement the necessary automation to streamline the booking process - Ensure user-friendly and efficient design for end users - Provide necessary documentation and support for future maintenance and updates - Connect the system to Ideal candidate: - Proficient in developing custom booking systems - Experience with integrating systems into existing websites - Strong understanding of automation and strea...

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    I'm looking for a skilled Python developer to help me with a scraping project. I need to extract specific product data from a website's table. Skillset: - Proficiency in Python and Scrapy - Experience in web scraping - Familiarity with handling web popups The website () contains a table with important product information. For each product, I need the following details scrapped: Certificate Type Certificate Number Product Type Organization Name Country Issue Date Expiry Date in addition to Product Details Brand Model Description Barcode The data should be saved in a CSV file. There are no specific rules or requirements to be followed during the scraping process.

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    ...Developer to build an OCR system that will be primarily used for document processing. The system should be able to process various types of documents including printed documents, handwritten notes, and scanned images. Key requirements for the project include: - Develop the system using Python, Java, and C# - Ensure that the system can accurately extract and process text from different types of documents - Implement a reliable method for processing printed documents, handwritten notes, and scanned images - Provide a user-friendly interface for uploading and retrieving documents Ideal candidates for this project should have: - Proven experience in developing OCR systems - Expertise in Python, Java, and C# - Strong understanding of document processing techniq...

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    Python PDF to XML Conversion 6 days left
    VERIFIED

    I need a Python developer to help me convert a PDF file into an XML file. And Share that Python Code With me as well. Key Requirements: - The primary task is to extract text from the PDF and structure it into an XML file. Ideal Skills: - Strong proficiency in Python, with a good understanding of its syntax and libraries, particularly for PDF processing. - Experience in text extraction from PDFs is a plus. Please note that I do not have a predefined XML structure in mind, so I'll need some guidance on how to structure the output.

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    Expert in Neural Network -- 2 6 days left
    VERIFIED

    My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

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    Python Selenium Expert Needed 6 days left
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    I'm looking for a skilled Python developer with experience in web scraping and Selenium. Your task is to extract a domain list from a given URL (). The data extracted should be cross-referenced for each domain with the following fields: name, full address, email, and phone. Key Requirements: - Extract domain list from a specific website () - Implement cross-referencing for each domain with name, full address, email, and phone - Proficiency in Python and Selenium for web scraping - Ideally, experience with data cleaning and manipulation Please note that the number of records on the dealer locator is unknown. Your ability to handle large data sets will be crucial for the successful completion of this project.

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    I'm looking for an experienced Python developer who has previously worked with options Greeks and the Zerodha API. Your main tasks will involve: - add third order greeks to an existing code The ideal candidate should have a strong command over Python, especially the Pandas library, and a thorough understanding of financial markets, particularly options Greeks. Prior experience working with the Zerodha API will be highly beneficial for this role. I look forward to your proposals!

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    ...utilizes Google Chrome to perform searches and click on search results multiple times. Key Project Requirements: - The tool should be built using Python, Java or Visual Basic - The primary goal of the tool is to perform automated web browser searches and click on various results - The tool should utilize Google Chrome as the web browser To give you a better idea, the tool should: - Conduct multiple web searches on Google - Click on a configurable number of search results from the returned search page Ideal Skills and Experience: - Proficient in Python, Java or Visual Basic - Experience in browser automation and web scraping - Familiarity with Google Chrome's automation capabilities If you have experience with similar projects or expertise in t...

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    If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions

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    ...strong understanding of databases, particularly MySQL and PostgreSQL. Key Responsibilities: - API Development: The primary focus of the project is on developing APIs that are efficient, secure, and capable of handling high traffic. - Code Modification: The project requires some modification of existing code to ensure seamless integration of the APIs. - Reporting: The backend developer should be able to generate insightful reports based on the data stored in the databases. Ideal Skills: - Proficiency in Java: Excellent understanding of Java is a must. - Strong Database Skills: Prior experience with MySQL and PostgreSQL is necessary. - API Development: A proven track record in creating high-performance and secure APIs. - Code Modification: Ability to w...

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    I'm in need of a skilled Python developer to work on a web scraping project. Key Requirements: - I'm primarily focusing on Web scraping as the main functionality for the project. - You should be well-versed in Python and have a proven track record in data analysis. - Knowledge of web scraping is essential to ensure efficient and reliable data extraction.

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    ...Against Humanity game that needs some adjustments and updates. Key Tasks: - Fixing Errors: The current project has some bugs that need to be addressed. The app is crashing on startup and experiencing database retrieval issues. Your task would be to resolve these errors and make the application functional again. - Database Update: You'll need to shift from the current WebSQL database to MySQL and ensure smooth data storage and retrieval. New Features to Add: - User Authentication System: Incorporate a new authentication system to enhance user privacy and security. - Game Timer: Implement a game timer to bring an additional level of challenge and excitement to the gameplay. - Animations & Interactivity: Enhance use...

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    I'm in need of a skilled and creative video maker to help create a compelling one-minute promotional video for a Play Therapy course. Purpose: The overarching goal of the video is to: - Increase course enrollment - Raise awareness about the importance of play therapy - Highlight the exclusive benefits offered by this particular course Audience: The video should be crafted to address: - Parents - Educators - Therapists - Counsellors Skills & Experience: The ideal candidate would have: - Excellent video editing and content creation skills - Prior experience of creating engaging marketing videos - Familiarity with educational content - An understanding of the target audience Inspirations can be drawn from previous successful educational course promotiona...

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    I'm seeking a skilled developer to make specific improvements to my existing PHP application and enhance its integration with QuickBooks Online. CURRENT: We have a QuickBooks Online application that syncs invoices from QuickBooks Online to two MySQL database tables (order headers and order lines). This application works correctly but we want to add a condition to the INSERT statement in this program so only invoices that have a custom field populated will get synced to these tables. The custom field name to check is "Online Order Number". Requirements: - Modify functionality of existing program to only INSERT records to MySQL table when invoice record contains a value in custom field "Online...

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    My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

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    I'm in need of a skilled JavaScript developer to create a sophisticated web rich text linkage. I'd like this linkage to connect seamlessly with data from a web spreadsheet. The ideal candidate for this project would be comfortable with Onlyoffice, as I'm looking for advanced document collaboration features integrated into the solution. Key Points: - Develop a web rich text linkage that interfaces with a web spreadsheet - Expertise in JavaScript is mandatory - Familiarity with Onlyoffice for advanced document collaboration is a big plus - The solution should be hosted on an on-premise server If you have the skills and experience to deliver a reliable and feature-rich solution, please reach out.

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    I'm in need of a skilled Python coder to assist me in deploying Locally Hosted Language Model (LLM) applications. Here are the details: - **Operating System**: The deployment is hybrid, so familiarity with Windows, macOS, and Linux is ideal. - **Purpose**: The primary aim of the deployment is for text ebedding (vector db) and generation. - **Requirements**: Specifically, I'm looking for functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app - whisper transformers for stt ttl - AWS S3 bucket for file serving Essential skills for this project include a strong background in Python programming and experience with deployi...

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    ...professional to perform the following tasks: - Setting up Modbus communication between Raspberry Pi and Panasonic Servo Driver (Model Number: MDDLT55SF) - Setting up CC-Link IE TSN communication between Raspberry Pi and Mitsubishi Driver (Model:MR-J5W3-222G) - Writing code for controlling the servo driver from the Raspberry Pi - Testing and debugging the system - Providing support for any issues that may arise during the project Previous experience with Raspberry Pi and Panasonic Servo Drivers is a must. Additionally, the ideal candidate will have a strong understanding of programming in Python, as well as a background in robotics or industrial automation. GUI in Raspberry Pi will have START button. When we click on start button: Step 1: Communicate with Start Panason...

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    I need a Python program that can tap into Yahoo's fantasy football datasets using their API and extract various essential pieces of historical league-specific information. The main requirements of my project include: - Extracting information like player statistics, team standings, draft results, transactions (trades and adds/drops), weekly schedules (head-to-head matchups by week), weekly lineups, scoring settings, and league settings The Yahoo API Endpoints you'll need to use as inputs to derive the above data extracts for a particular league are: - the associated League ID (each league created by Yahoo is given it's own unique ID that a league member can provide) - the associated Game Key (there is a unique Game Key provided by Yahoo by fantas...

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    I'm seeking a professional web developer, extremely proficient in PHP and MySQL who can upgrade sales and users modules in our POS system. - Abilities: You should have substantial experience and demonstrated proficiency in building complex, user-friendly websites. Your PHP and MySQL skills must be exemplary. - Preferred Framework: I don't have a particular PHP framework preference. You can use the one you're comfortable with.

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    ...Java, or Python. Key features and requirements: - Data Management: The application should seamlessly handle data input, output, storage, and backup. - Report Generation: A core feature should be to generate real-time, insightful and efficiently formatted reports from the managed data. - User Authentication: A secure user authentication process is essential, ensuring only authorized users get access to data or functionality. Ideal Candidate: - Comprehensive experience in diverse programming languages (C++, Java, Python) - Expertise in developing applications with data management, report generation and user authentication features. - Problem-solver with a focus on delivering practical and efficient solutions. Please provide a portfolio featuring relevant ...

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    I'm looking for a Laravel expert to integrate Google Sheets into my system. Specifically, I want to connect it with a form on my site for seamless data handling. I have an html form php file on my server (built in laravel). I would like a passcode (no username) added to the form that captures the user connected to the passcode when the form is submitted. I would like the data sent to Google Sheets when a user submits the form. The Google sheet is complex. I would like the form data sent to 1 of 13 sheets. It should search for the sheet name, date, and user (from the html form) to find the correct sheet and row to insert the data from 5 fields.

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    I'm looking for someone with experience with APIs and SDKs in Python who can guide me through successfully connecting to the Kwenta SDK. Your main task will be to help me connect it, so I can execute the order. I'm looking for someone who can explain things clearly and concisely, and is available to answer any follow-up questions I may have.

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    ...script that needs fixing. It's designed to scrape various URLs from the Apollo website. Key Requirements: - Scraper debugging: The script is currently not working properly, and needs to be fixed. - URL scraping: The script should be able to successfully pull the data from the selected URLs on Apollo website. Experience with: - Web Scraping: Previous experience in web scraping is essential, as the data needs to be pulled accurately from this specific website. - Script Debugging: Ability to identify and fix issues within an existing script. - Proficiency in Python or relevant language for web scraping. - Knowledge of Apollo website structure. Please make sure your bid includes information on how you plan to approach fixing this...

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    I’m seeking a skilled developer to convert my existing PortVB Desktop App into an iOS/Mac Desktop App. It a small tool that runs on a Windows PC and reads some flat XML files and inserts/updates a mySQL database. We need the same program to be able run on a iOS/Mac desktop. I have all the VB Project files/ Source code. - Skills in app development for iOS/Mac, ideally with previous experience in app conversion - Knowledge of data syncing, user authentication, and offline access, in case these features need to be incorporated - Familiarity with contacts management, communication, scheduling, calendar integration, and file/document management functionalities for potential focus areas - Creative design skills to potentially revamp the user inter...

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    ...Connectivity**: The app must be able to connect seamlessly to the ESP32 via Bluetooth. Reliable connectivity is a must. Interactions: - **Button presses**: The app will have buttons for the user to send commands to the ESP32. These should be responsive and intuitive. - **Text commands**: The user should also have the ability to input text commands. Think about a text box or prompt for this. - **Slider controls**: Some controls should be in the form of sliders. Ensure these are easy to use and understand. Ideal candidate would have experience and expertise in: - Android App Development - Understanding of Bluetooth communication - Data Visualization - User Interface Design - Experience with microcontrollers like ESP32 would be a plus. ...

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    ...responsibility will be to contact individuals based in North America to assist them in the recovery of unclaimed funds. Here's a bit more about what I'm looking for: * Extensive experience in cold calling, preferably in the unclaimed funds or similar financial sector. * Familiarity with the North American market, and understanding the nuances involved in setting appointments in this region. * Excellent communication and rapport-building skills. * Experience in dealing with individuals rather than businesses. * Highly organized and able to manage and keep track of multiple appointments. Ultimately, I need a professional that is tenacious, trustworthy, and dedicated to aiding individuals to recover what's rightfully theirs. If you think...

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    ...WordPress, .NET Middleware, Azure Integration, and SDK Development Job Overview: We are seeking an experienced Full-Stack Developer to spearhead the development and integration of key system components within our e-commerce platform. The successful candidate will lead initiatives to enhance user interactions by developing a WordPress plugin, building a robust .NET middleware API, and integrating advanced Azure-based messaging services. Additionally, the role involves creating an SDK to facilitate easy integration for third-party AI bot services. This position is crucial for ensuring that our platform not only meets current technological standards but also adapts to future advancements and user needs, enhancing both the scalability and functionality of our se...

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