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    2,000 python database programming jobs found, pricing in NZD
    Data Science Engineer 6 days left
    VERIFIED

    We're in need of an experienced Data Science Engineer. The ideal candidate should have a strong background in data science, machine learning, and data analysis...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 are proficient in the programming...

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    ...Performance: Develop measures for user data management and system performance optimization, especially considering a large number of data plan offerings and user transactions. Skills and Experience: Proven track record in developing for both Android and iOS platforms. Strong proficiency in cross-platform development tools (React Native preferred). Expertise in Swift, Kotlin, or React Native programming languages. Prior experience in implementing payment gateways is necessary. Familiarity with eSIM activation is preferred but not mandatory. Responsibilities: Develop a seamless app supporting both iOS and Android platforms. Implement secure user registration and login functionalities with marketing consent options and Terms & Use agreement. Enable users to select data plans,...

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    3D Video Script Development 6 days left
    VERIFIED

    I'm in need of a script that can produce a 3D flipbook video similar to the one I've provided. The script will take source images and render them into a 3D video using , Python, PHP or any other solution Requirements: - Development of a script that can process images into a 3D flipbook video - Experience with framework is preferred - Ability to understand and replicate the style and functionality of the provided reference video - Past work in similar projects is necessary, so make sure to include this in your application If you're interested, please contact me for more information.

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    Hello and Thank you for being here Trying to make this reference work Fails ("~/.ssh/mycreds") Works ("/home/username/mycreds") How can I make the logical reference work ~ Can you help me please ? Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possible for your bid ? (something reasonable?) Please note there is hope we can mutually compl...

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    ...able to input a URL into a designated field on our page. The proxy server fetches the content from the provided URL and passes the text to our backend for translation. The translated text is displayed on our frontend for the user to view. Requirements: Proven experience in building web proxy servers with a focus on passing text to the backend for translation. Strong proficiency in server-side programming languages. Familiarity with secure communication protocols. Experience with integrating web applications with backend translation services. OS - Latest Ubuntu / Linux Nice to Have: Previous experience with translation platforms or services. Knowledge of legal and ethical considerations related to web proxy servers. How to Apply: If you are interested in this project, please ...

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    ...Integration with frontend components and third-party services. 4. Define and maintain the database models and schemas using MongoEngine with MongoDB. 5. Optimize applications for maximum speed and scalability. 6. Collaborate with the frontend team to integrate user-facing elements. 7. Ensure the application is containerized using Docker. 8. Use Bitbucket for version control and code collaboration. 9. Implement CI/CD pipelines using Jenkins. 10. Integrating a database into the FastAPI backend 11. Ensuring smooth communication between the backend and the database 12. Implementing efficient data storage and retrieval mechanisms **Requirements**: 1. Proven experience working with FastAPI or similar Python-based web frameworks. 2. Expertise with MongoDB and Mon...

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    I need an experienced engineer to design a Python-based program for a two-axes programmable motion controller that can be integrated into our food processing machine. Key Responsibilities: - The program should support speed control and position control functions. - The system should also feature an automatic reset. Ideal Candidate Skills: - Proficiency in Python programming language - Previous experience in motion control programming - Familiarity with the dynamics of mixing and blending systems in food processing The controller will be used for a mixing and blending system. Please bring any experience that could be relevant to this task. Your expertise is very valuable to us.

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    My WordPress site hosted on AWS is currently down due to a database connection issue. Key requirements: - **Database Connection Issue**: The site is throwing an 'Error establishing a database connection' message. I believe this is related to database connection details in the WordPress configuration file. If you are experienced with AWS and WordPress, this could be a quick fix. - **Backup Restoration**: I have a recent backup of the site. However, I'm not confident about the database connection details in the configuration file. Restoring the backup and ensuring the database connection works correctly is crucial. - **AWS and WordPress Expertise**: Ideal candidates should have experience with both AWS and WordPress. Familiarity wi...

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    ...should operate based on user conditions primarily, with a minor reliance on its built-in algorithm. - After identifying a high point, the bot should immediately sell. - Conversely, after determining a low point, the bot should buy. - The bot needs to establish these high and low points based on a combination of news, average, and RSI factors. Ideal skills and experience: - Proficiency in the programming language/s used by the existing bot - Deep understanding of stock market functionalities - Proven experience in financial algorithm development - Familiarity with Robinhood app integration - Strong analytical skills to map out and incorporate user-set conditions correctly. The end product should be a well-calibrated, intelligent trading bot that enhances user profitability by b...

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    GUI for Predictive Network AI 6 days left
    VERIFIED

    I'm seeking a dedicated and experienced GUI developer to create a user-friendly, data visualization application...capable of efficiently managing input data, which will include historical synthesized network data & data that can be generated through Python's mockeries or any other similar library. The Ideal Candidate: - Profound experience in GUI development . - Strong understanding of predictive modeling control systems. - Familiarity with using historical network data and network fault data for AI models. - Python experience, specifically with DASH and Flask framework or any other, will be a significant plus. This project provides an excellent opportunity for you to showcase your technical prowess and contribute to the development of an impactful solution. Looki...

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    I need a freelancer to create an Excel Database that stores detailed information on the quality non-conformities of our production. This Excel file should allow us to log in and track all necessary details related to each non-conformity event. Key fields required: -all fields see attached , and generate unique number NCR/ This project requires someone with strong Excel skills, good at setting up databases for easy data input, and retrieval. Our goal is to streamline the process of tracking these quality non-conformities and using this data to improve the quality of our product offering.

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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 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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    ...with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip install depthai 6. Then I cloned the "depthai-python" git hub repository 7. Then I ran the install requirements (still in the environment) - python3

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    ...with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip install depthai 6. Then I cloned the "depthai-python" git hub repository 7. Then I ran the install requirements (still in the environment) - python3

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    I'm looking for an experienced C++ developer to help me in develop...developer to help me in developing new features for a desktop application. The application should be compatible with Windows OS. Key Responsibilities: - Develop new features for the existing desktop application - Write high-quality, efficient, and maintainable C++ code - Ensure the new features seamlessly integrate with the current application Ideal Skills and Experience: - Proficient in C++ programming language - Previous experience in developing desktop applications - Familiarity with Windows OS - Strong problem-solving and debugging skills - Ability to write efficient and clean code If you're a C++ developer with a keen eye for detail and a passion for creating top-notch desktop applications, I'...

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    I'm in need of an expert who can help in developing a relational database using SQL and Python. The project will primarily revolve around database management. Consequently, I would appreciate assistance in the following tasks: - Designing a new relational database, ensuring it's optimized for efficiency and performance. - Implementing data import and export capabilities for seamless data movement. - Developing queries to support the database's functionality and ease of use. The ideal candidate for this project should have a strong background in both SQL and Python, with a specific focus on database development. Experience with optimizing databases for performance and some knowledge of data import/export mechanisms would be advantag...

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    HFSQL Database .FIC File Repair 22 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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    New freelancers from Pakistan and India. I need some Coders of Python, Asp.net for some easy tasks I need work for long term I need a serious and hard working persons

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    ...automate the modeling of intermediate mechanical components in Autodesk Inventor. Key Requirements: - Automate part modeling in Autodesk Inventor - The parts to be modeled are intermediate mechanical components, such as gears and brackets - The VBA code should allow user input for customization of the parts, specifying dimensions and features Ideal Skills and Experience: - Proficient in VBA programming - Previous experience with Autodesk Inventor - Strong understanding of mechanical components and their modeling - Ability to incorporate user input into VBA code for part customization This project is perfect for someone who enjoys automating processes and has a good understanding of mechanical engineering principles. The efficiency and accuracy of the VBA code will be crucial ...

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    Event-Driven AI Chatbot 6 days left
    VERIFIED

    ...communication between microservices 3-Skilled in testing and debugging microservices to ensure high performance, reliability, and scalability Identity and Access Management (IAM) 4-In-depth knowledge and hands-on experience with at least one of the following IAM solutions: 1.1 -Keycloak. 1.2-Casdoor. 5- Strong proficiency in Python programming language 6- Expertise in developing RESTful APIs using the Fast API framework 7- Proficient in utilizing MongoDB as a NoSQL database for storing and retrieving data 8- Experience with containerization using Docker and orchestration using Docker Swarm for deploying and managing microservices 9-Experience in working with RabbitMQ as a message broker. BONUS SKILLS: 1- Familiarity with WhatsApp Business API integration to leverag...

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    I require a skilled contractor to integrate an existing API from an unspecified shipping carrier into my Prestashop store. This integration would enable automatic interaction between the carrier and my sto...their API. - Any changes of status made by the carrier should reflect in the Prestashop orders panel. Anticipated Status Changes: - 'Delivered': Signals the successful delivery of a customer order. - 'In Transit': Indicates that an order is on its way to the customer. - 'Delayed': Informs about any delay that may occur in the delivery process. Ideal Skills and Experience: - Proficiency in programming and API integration. - Knowledge of, and experience with, Prestashop and integrations to shipping carriers. - Past experience in integrating APIs int...

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    I'm looking for a competent ...experiments to compare the performance of dictionary implementations that use unsorted arrays vs. sorted arrays. You are given the Dictionary interface () and its implementation class (). In addition, the file contains a list of 10,000 key-value pairs that represent certain measurements. Key Skills: • Expertise in Java programming • Extensive experience with diverse data structures and algorithms • Ability to adapt to fluctuating project requirements Your ability to create powerful, flexible systems with Java will be crucial for this undertaking. Though the specific application hasn't been set, your versatile problem-solving skills will ensure we're prepared for any path we choose.

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    New freelancers from Pakistan and India. I need some Coders of Python, Asp.net for some easy tasks I need work for long term I need a serious and hard working persons

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    I need some Coders of Python, Asp.net for some easy tasks I need work for long term I need a serious and hard working persons

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    Hello, I need a developer with a lot of experience in Java, Python and Socketweb - with the ability to create and solve problems with easy understanding of codes The rest of the details will be given to the correct developer

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    I'm seeking a skilled dot net developer to focus on major web development tasks. The core responsibility of the project will be functionality and programming. Key Tasks: - Implement a user registration system - Develop a shopping cart system - Convert existing PHP scripts to Dot net. Ideal Skills and Experience: A deep understanding of Dot Net, is a must, along with substantial experience in web development, specifically in functionality and programming. Proficiency in both PHP and Dot Net, specifically converting scripts from one to the other, is critical. Finally, hands-on experience with user registration and shopping cart systems is a significant plus. Don't hesitate to send me a message if you have any questions. Let's create something great togeth...

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    ...experienced programmer who can create an automation script for a website. Key Requirements: - Automation Tasks: Your main job would be to automate various tasks on a website. This could involve anything from data entry to form submissions, and possibly content scraping. The specific tasks will be shared with you in detail. - Python Expertise: Given the nature of this task, your proficiency in Python is a must. If you have experience with automating websites using Python, that would be a huge plus. - Experience: Your application should showcase your relevant experiences and past projects. I’m looking for someone who has a proven track record in this field. Please include relevant examples of your past work in your application. Looking forward to hearing from ...

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    I am in need of a Telegram bot that can provide user registration and efficiently store and retrieve data from a Firebase database. Key Responsibilities: - Implement a user registration system directly on the Telegram bot interface itself. - Develop a clear and efficient data storage and retrieval process from the Firebase database. - Ensure that the bot can handle user profiles, user activity logs, and applications in the database. Ideal Skills and Experience: - Proficient in Python, especially for developing Telegram bots. - Extensive experience working with Firebase databases. - Prior projects that involve implementing user registration systems. - Strong understanding of data storage and retrieval systems. - Good communication skills to ensure the system i...

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    ...along with frameworks like React.js or Vue.js to develop responsive and dynamic interfaces. Backend: Use of languages ​​such as PHP or Node.js, with frameworks like Laravel or to develop business logic and data management. Database: Use of relational database management systems like MySQL or PostgreSQL to store and manage system data. 6. Testes e Qualidade do Código: Development of automated tests to ensure the correct functionality of the system and identify possible bugs or security flaws. Continuous code review to ensure adherence to best programming practices and design standards. 7. Documentação: Creation of comprehensive system documentation, including detailed descriptions of all functionalities, APIs, and workflows. Inclusion of detai...

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    I'm looking for a versatile software developer who knows his way around Microsoft Visual Studio. Your task will be programming a Windows application in C#. Key deliverables: 1. Design and create a Windows application; good understanding of data management is a prerequisite. 2. Integration of file management, user authentication, and database functionalities. Skills and Experience: - Proficient in developing Windows applications in C# - Comprehensive understanding of Microsoft Visual Studio - Proven experience in integrating file management, database capabilities, and user authentication into an application. Your application should include your past work portfolio, your relevant experiences, and a detailed proposal for the project. This position demands creati...

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    Robotic Engineer 6 days left

    I require a seasoned KUKA consultant with a focus on process optimization to assist in a consumer goods production setting. The ideal candidate for this role should have: - Proven experience in KUKA robotic programming - Strong understanding of consumer goods manufacturing processes - Track record in optimizing production workflows - Ability to integrate KUKA systems seamlessly Your role will be to: - Analyze our current production process - Identify areas for improvement - Develop and implement optimized processes - Train our team to maintain these improvements Your expertise will be pivotal in helping us boost efficiency and quality in our production line.

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    I am seeking an expert Python programmer to realize a multi-objective optimization project I'm currently organizing. The specific problem involves optimizing the area and distance between points, in the context of a more complex scenario. Precision and efficiency are critical in this task. A freelancer should have: • Proficient knowledge of optimization problems, specifically in mathematical models like area and distance between points. • Relevant Python programming skills, preferably at an expert level. • Familiarity with collaborative tools and version control systems such as Git. • If you are familiar with geopandas then do mention this. Send a detailed proposal outlining: • Your understanding of the problem. • Proposed solution...

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    I'm in need of a Python script that can monitor specific events or conditions that I choose and send notifications to a Discord channel. I would like this to be done on a regular basis, for example, every hour. Key Points: - You need to create a Python script. - It should monitor for specific events or conditions (to be specified). - It must send notifications to a Discord channel. - The monitoring interval should be every hour.

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    RTKLIB RTCM Conversion Expert 6 days left
    VERIFIED

    I am seeking an entity with expertise in ESP32 programming, specifically having an in-depth understanding of RTKLIB's implementation and RTCM conversion. The task includes: - Coding, making the ESP32 project work in coordination with the RTKLIB to function optimally - RTCM (Radio Technical Commission for Maritime Services) code conversion is needed. Particularly converting RTCM messages 1005, 1077, 1087 to 1006, 1004, 1012 and adding 1033 - The ideal candidate for this project needs to be familiar with the RTK rtcm and how to utilize the 'TADJ = 1' variable in the RTKLIB to enhance positioning accuracy and aid in correcting transmission errors. If you have the skillset, including an understanding of sensor data processing and receiver clock adjustments, please a...

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    ...scalability, and security. Stay abreast of emerging technologies and industry trends in inventory management. Provide technical support and guidance to end-users as required. Requirements: Bachelor's degree in Computer Science, Software Engineering, or a related field. Proven experience as a Software Developer, focusing on inventory management software. Proficiency in programming languages such as Java, Python, or C#. Familiarity with database management systems like MySQL, PostgreSQL, or MongoDB. Strong problem-solving skills with acute attention to detail. Excellent communication and collaboration abilities. Capacity to work independently and collaboratively within a team environment. Prior exposure to Agile development methodologies is advantageous. How to ...

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    As a client, I require the expertise of a Python programmer who's adept at scripting. The centerpiece of the project is to write an algorithm for stereo vision and pose estimation. Notably, OpenCV will be the preferred library for this task due to its robust array of features. ArUco markers are being used as objects for calibration. Requirements: - Experience in Python scripting - Ability to write an algorithm for stereo vision and pose estimation - Proficiency with OpenCV Your relevant portfolio that illustrates your competency in the above tasks will be highly appreciated.

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    I'm looking for an experienced Python developer to take on a complex web development project for me. The primary goal is to build a sophisticated web application with a focus on integrating social media APIs. Key Highlights: - Primary purpose: Web Development - Specific third-party integration: Social Media APIs Key Responsibilities: - Develop a high-quality, responsive web application - Integrate various social media APIs for seamless user experience Ideal Skills and Experience: - Proven track record in Python web development - Strong understanding of social media APIs - Experience in building complex and dynamic web applications - Ability to implement user-friendly interfaces - Understanding of security considerations in web development The successful candidate wil...

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    I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

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    I'm looking for a skilled freelancer who can develop a program for the Click PLC to control a Variable Frequency Drive (VFD) hoist. Key tasks would include: - Implementing a start/...develop a program for the Click PLC to control a Variable Frequency Drive (VFD) hoist. Key tasks would include: - Implementing a start/stop control which can be manually triggered. - The program needs to possess speed control, allowing adjustments in the hoist's operating speed. - Including direction control within the program functionality would be vital as well. An understanding of PLC programming and specific proficiency with Click PLCs is crucial for this project. Previous experience with VFDs, industrial automation, and manual switch controls would give any potential freelancers a si...

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    I'm looking for a skilled freelancer who can create a system that automatically downloads building and road data from OpenStreetMap in CSV format on a monthly basis or wit...Download the data in CSV format - Set up the system to run the download process on a monthly basis optimizely on html frotend with a download button Format of the csv: ID (from OSM), ZIP, City, District of City, Federal State, District, Street, Housenumber If available the Community and the Code of the Community Ideal skills and experience: - Proficient in OpenStreetMap data retrieval - Programming experience to automate data downloads - Strong understanding of CSV data formatting - Ability to create a system for scheduled, monthly data retrieval If you're able to deliver this automation project, ...

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    I have a substantial nu...through the transcribed data and retrieve key information. A successful candidate should have: - Proven experience in working with Microsoft Azure document intelligence. - A clear understanding of OCR. - Background in handling and analyzing legal documents. Hi, I want to create a proof-of-concept of a model that can search and retrieve information using microsoft document intelligence api with python code. As its a proof-of-concept a simple dummy dataset should suffice. Additionally, I have very little IT and coding background so I would need additional help in understanding the code and the relevant jargon. Please send quotes only if you can adhere to these requests. In case I am satisfied with the output, I have additional projects for you along simi...

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    I am looking ...detector specifically for Windows and Linux operating systems. The primary use of this tool will be on my personal computer. Key Features and Tasks: - The detector should be capable of detecting and alerting keyloggers' presence on the computer. - The detector can have minimal ui. - the detector can only have manula scanning. Ideal Candidate: - Knowledgable in C programming with significant experience in system security programming. - Familiarity with keylogger behaviors and effective detection methods. - Prior experience in developing security software for Windows and Linux operating systems. The end goal of this project is to ensure my personal computer is fairly safe from keyloggers. Looking forward to working with a skilled and experienced profe...

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    I need a database for the UK market, with a focus on company names and Email ID. Key Points: - The project primarily involves creating a comprehensive database for the UK market - The main data points to be included are company names and Email ID's - Information can be extracted from Yellow Pages, Business Pages, Associations, Business Chambers and similar. - Accuracy of data, specially Emails - Sample File of Required database is attached - To start with we require 10,000 records. - Will pay INR 0.60 per record. Ideal Freelancer: - Prior experience in creating detailed databases - Proficiency in data gathering, scraping and organization - Familiarity with the UK market would be a plus Please include your relevant experience in your application.

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    I am looking for a freelancer who can help me ...message that I want to send out. I don't have a preferred platform or language for the script, so I am open to suggestions. Ideal skills and experience for the job: - Proficiency in Python or JavaScript - Experience in creating scripts for bulk messaging - Ability to customize the messaging content - Familiarity with website integration and messaging APIs Here's a video of the website and what's needed, please watch this and bid. It's a simple script but I don't have the time to make this so please bid I dont want python unless you can provide me 2 years warranty and i want you to explain how it will work I have a budget please respect this

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    Join our team as a Python Selenium Web Scraper responsible for developing scraping scripts using Python and Selenium. You'll gather data from diverse websites, utilizing your expertise in web technologies, HTML, CSS, and JavaScript. Key responsibilities include analyzing website structures, extracting and cleaning data, and collaborating with team members to integrate data into existing systems. Ideal candidates possess proficiency in Python, experience with Selenium, and a strong understanding of web technologies. This role offers competitive compensation, flexible work hours, health benefits, and opportunities for career growth in a dynamic, collaborative environment

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    I am looking for an expert familiar with Fusion 360 to assist ...Proficiency in Fusion 360 for 3D modeling and product design • Strong technical knowledge of manufacturing processes • Capable of delivering accurate and timely results. Timelines: • The project needs to be completed ASAP. Hence strong time management skills are essential. Please use AUTODESK FUSION 360 for modelling the design. Create 10 parts in which one of the parts should use CNC milling programming and assemble all the parts into one design by using Design for Manufacturing (DFM) or Design for Assembly (DFA). I need an abstract within 24 hours of 500 words in one page. If your expertise aligns with the project requirements, please submit your bid outlining similar projects you've complete...

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    I am looking for flutterflow developer who knows flutter to work on an AI chat to get t...Basic chat functionality to allow users to send and receive messages -implement PDFviewer system and highlight relevant chunks Design: - A design for the app is ready and will be provided to the developer. Timeline: - The expected timeline for this project is less than one week. Skills and experience required: - Experience in Flutterflow development - Strong knowledge of Flutter and Dart programming languages - Familiarity with chat application development - Experience with natural language processing and voice recognition technologies If you have the required skills and are available to work on this project within the specified timeline, please reach out with your portfolio and relevant e...

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    I'm looking for a seasoned Python developer with specific experience in image especially video analysis to create a script that can process a full mp4 video and identify the positions of noise in the video. The idea is to scan the video, locate identify the different type of noises and their value and externalize this findings into a json file Key Requirements: - The script (OOP based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... ...

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