I need an experienced Python developer to assist with a project. The specific tasks will be discussed directly with the successful bidder. I am looking for someone who is well-versed in Python and has a strong foundation in programming. Expectations: - Ability to work independently and problem-solve - Can communicate effectively and provide updates - Previous experience with Python is a must - Familiarity with data analysis, web scraping, or automation is a plus.
I'm in need of a civil engineer who can design a bungalow for a plot of 80 square yards. The house plan should cater for 1-2 bedrooms and include the following areas: - Living room - Kitchen - Dining area - Study room I don't have any specific requirements beyond that. I'm looking for a modern, space-efficient design that fits well with the plot size. Ideal Skills: - Civil Engineering - Architecture - Interior Design
I'm in need of a Python application that can connect around 200 Android and iPhone devices to a PC via USB cables, allowing me to perform various automated tasks and workflows on them. Key Requirements: - **Bulk Control**: The app should be able to interact with all connected phones simultaneously. I should be able to create and assign tasks to each phone individually, or define tasks that apply to all devices. - **Task Automation**: I need the app to automate several types of tasks, which include: - Web browsing or searches: The app should be able to instruct the phones to browse certain websites or perform specific searches. - App testing or usage: The app should be capable of launching and interacting with various applications on the phones. - Content downloading or u...
I'm seeking an AI/ML specialist with a strong background in full-stack development to work on an exciting project. Key Requirements: - Proficiency in AI/ML methodologies and algorithms. - Hands-on experience in full-stack development. - Ability to seamlessly integrate AI/ML with the front-end and back-end of w...Developing and implementing AI/ML models for specific tasks. - Ensuring the AI/ML components work effectively with the existing tech stack. - Enhancing the overall efficiency and effectiveness of the application through AI/ML capabilities. Please provide examples of relevant projects you've worked on in the past, especially those where you've combined AI/ML and full-stack technologies. Experience with Python, Java, and JavaScript will be a plus. Looking for...
I'm seeking a skilled Python programmer with OpenCV experience, preferably one who has dealt with table detection from PDF and images before. The primary skills desired include: - Python programming - Knowledge of OpenCV - Familiarity with table and structure detection Your main task will be to develop a program that can accurately identify table structures within input files. The files will be PDFs or images, or both. You're expected to program a feature that detects these components: - Cell boundaries - Text within the cells - Overall table structure For the sake of this project, merged cells should be discerned as a single entity during the detection process. Your solution should demonstrate precision in merged cell detection. I look forward to bids from thos...
I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.
I am planning to use 1.69" LCD Display Module (240x280) with raspberry pi 5 to draw animated eye … I am looking for a developer to help me in 1- setting up the screen to work with raspberry pi 5 like this :RPI_for_1.69_lcd_module 2- setting python on my raspberry 3 - write a python code to draw animate eye like this I will give remote access to my raspberry pi 5 and the developer should install everything live to my items.
I'm looking for a Python developer to assist with a variety of tasks on a medium-scale project. This would include web development, data analysis, automation scripting, and web scraping. Your responsibilities would cover: - Web Development: Creating and maintaining web applications using Python frameworks. - Data Analysis: Handling and analyzing data to derive insights. - Automation Scripting: Developing scripts to automate manual tasks. - Web Scraping: Extracting and structuring data from websites. Communication is key, and I'd prefer to receive regular updates and progress reports via email. The ideal candidate for this position will have experience with each of these tasks and be able to work on a medium-sized project.
I need a Python Selenium application that can scrape blog posts from Site A and post them on Site B. Key Requirements: - The Python app should be built using Selenium for web scraping and automation. - It should be able to extract blog posts from Site A, specifically. - The extracted data must be posted on an existing blog section of Site B. Ideal Skills & Experience: - Proficient in Python, with experience in building web scrapers. - Strong knowledge of Selenium for web automation. - Previous experience with data extraction and manipulation. - Understanding of web protocols and site structures. - Familiarity with blog post formatting and publishing is a plus.
Based on a specific Management zone
I'm looking for a Python expert to help me create a new Python script for data analysis purposes. The primary goal of the script will be to analyze a dataset that I already possess. The script should be able to handle large amounts of data efficiently, allowing for insightful analysis and visualization. The key requirements include: - Writing new code from scratch - Prior experience in data analysis using Python - Proficiency in Python libraries such as Pandas, NumPy, and Matplotlib If you have a solid background in data analysis and Python, and are able to create efficient, clean, and well-documented code, I'd like to hear from you. Here are details- I have to create a simulation that will find the optimal solution to go around ...
...resources • Windows 10/11 & MS Office (sorry MS Office MacOS has too many compatibility problems!) • Location with good acoustics, headphones, good internet (so we can have high quality meetings). ESSENTIAL - DO NOT IGNORE THIS! Your skills • Experienced with Excel and Excel VBA coding to professional standards • Good conversational Technical English • Touch typing (we do live meeting notes) • Python OO coding experience would be good Your Technical Knowledge and experience • VBA sufficient so that you can develop (or source and enhance) • Create a professional app/plugin • Create coding standards including trialling GITHUB integration • Laying out elegant formatting of the sheet • JSON data access library (includin...
...takes a picture and clicks the save button, the image is sent to the backend server via an HTTP POST request. The backend server can use a framework Spring Boot (for Java) to process the uploaded images. Image Processing and Data Extraction On the server, you can use OCR (Optical Character Recognition) technology to recognize and extract data from images. Libraries like Tesseract OCR (available for Python, JavaScript, and other languages) can be useful for this task. Data Storage The extracted data can then be stored in a MYSQL database. Data Synchronization with the Computer The data can be immediately available on a computer via the web application or a specialized desktop application. Real-time synchronization can be achieved using technologies like WebSockets. Security and Au...
...the attached ZIP_ FILE!) We have a motorhome (DETHLEFFS A6971) with which we travel to motocross events but also to quad tours and other events. The motorhome has the basic color white, with some original stripes that can be removed. We would like to use the motorhome as an “advertising space” for ourselves and are looking for the right design. The basic requirement is that we can cut or plot the whole thing “ourselves”, so full-surface foiling is out of the question. A cutting plotter is available for production, which can cut films up to 120cm wide. We have 3 main topics that we offer - Quad racing - Off-road quad tours - Quad events It is also important that our product name “” (font MyriadPro) and our logo (hand letter...
...years teen. Concept should not be AI generated. The ideal candidate will have a strong grasp of Hindi language and culture, a flair for storytelling, and the ability to create engaging, innovative narratives that will captivate our audience. Responsibilities: Develop unique and compelling story ideas for a 3D animation series targeting a diverse Hindi-speaking audience. Create character profiles, plot outlines, and detailed story arcs. Collaborate with our animation team to ensure the story ideas are feasible and align with our creative vision. Incorporate feedback and make revisions to ensure the highest quality of storytelling. Stay updated with trends in the animation industry and incorporate fresh and innovative ideas. Requirements: Proven experience in creative writing, ...
I'm in need of a skilled freelancer who can perform daily scraping of job titles from Indeed. Ideal Skills and Experience: - Proficient in web scraping, particularly from Indeed - Able to automate the scraping process on a daily basis - Competent in delivering data in CSV format Data Update Frequency: - It's essential that the scraping is carried out daily Delivery Format: - The scraped data should be provided in a CSV file Looking forward to your proposals.
...could help me identify profitable investment opportunities. The primary data source for this project would be historical stock prices. I'm looking for a freelancer who could implement this in Python. Requirements: - Develop an algorithm to predict profitable investments based on historical stock prices - Ensure the tool is easy to use, with clear and concise output - Implement a user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understan...
...frequency/bpm output. This project is intended for a research project I am undertaking. I am looking to see if FFT/Wavelets are able to produce acurate bpm readings so there is not definitive method to follow which is why I require your help/ Key requirements include: - Utilizing Fast Fourier Transformation and/or Wavelet Analysis to transform the raw temperature data. (Data is in the form of multiple .csv files with temperature readings and time stamps). Ideal skills for this project include: - Proficiency in Fast Fourier Transformation and Wavelet Analysis. - Strong command of R programming language for generating the output in R code. Maximum budget for this project is $100 USD. Required turn around will be approximately one week (the sooner, the better). Unfortunately I...
I'm in search of an experienced and crea...of an experienced and creative detective story writer. I'm keen on a mystery genre with a narrative that unfolds from multiple perspectives. The story must include: - Unexpected plot twists to keep readers engaged - Detailed environment description that appeals to the senses and begs readers to explore more - In-depth character development that makes readers emotionally invested Expertise in writing multi-dimensional characters and masterful world-building is a must. Proven history of captivating plot creation is a bonus. Please include writing samples, particularly those showcasing your ability to interweave plot twists and rich environment depiction. Your work should demonstrate mastery in sustaining suspense and...
I am seeking an experienced Python developer to improve the functionality of a current script by adding new features, specifically automated tasks. The upgrades will involve: - Analysing and understanding the existing Python script. - Enhancing the script by adding automated task features to streamline operations. - Testing the script to ensure it performs as required with the new features. Ideal applicants will have: - Proficiency in Python, with a focus on script optimization. - Experience integrating automation functionalities into Python scripts. - A keen eye for detail and error detection. - A proven track record improving and maintaining Python script performance. I am looking forward to working with someone who can improve our script's e...
We are seeking a skilled AI and Machine Learning Engineer and Software Developer to develop and train machine learning models for chatbot functionalities, integrate AI components, and implement NLP techniques. Additionally, I'm looking for a talented Software Developer proficient in Python, Java, JavaScript, and C#, who has experience in chatbot development, both Front-End and Back-End Development, and API Integration. Ideal Skills: - Proficiency in Python, Java, JavaScript, and C# - Experience in Front-End and Back-End Development - Familiarity with Dialogflow and Microsoft Bot Framework - Strong knowledge in AI, Machine Learning, and NLP - Previous experience in chatbot development Roles and Responsibilities: - Develop and train machine learning models for ...
Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time project with the potential for futur...
We are seeking a Flask (Python) developer to set up a dashboard for our project using the following template: Please provide a quote for this job and an estimated timeline for completion. Objectives: We need a small application to facilitate user onboarding for our messaging bot. The dashboard will manage new user onboarding and offer basic administrative features. Dashboard Pages: • /signup • /signin • /forgot-password • /reset-password o Authentication logic with two roles: user and admin o Forget / Reset password logic required • /home o Accessible to logged-in users only o Displays bot updates and useful links o Updates data retrieved from the database • /profile o Accessible to logged-in users only o Contains a user profile data form
I'm seeking a skilled Senior Python Developer to assist with a project that involves a blend of web scraping and data analysis, with a focus on the following tasks: - Extracting data from multiple websites - Automating data extraction and parsing - Analyzing and visualizing scraped data The ideal candidate should have: - Proficiency in Python, with a strong understanding of AI and Machine Learning - Hands-on experience with web scraping, particularly working with diverse data sources - Ability to automate data extraction and processing efficiently - Adept at data analysis, with the ability to visualize and interpret data Although I haven't specified any particular tools or libraries, your familiarity with tools like BeautifulSoup, Scrapy and Selenium would be a bo...
In this project, I'm searching for an experienced Python Developer who exhibits strong proficiency in web scraping, artificial intelligence, and machine learning. Key Responsibilities: - Utilize your expertise in Python, specifically focusing on AI-related tasks. - Web scraping will also be a significant part of the project, though details on the targeted data type are yet to be defined. Ideal Skillset: - Extensive experience with Python - High proficiency with AI and machine learning algorithms - Proven record of successful web scraping projects Please include samples of relevant Python, AI, or web scraping projects you've completed as part of your bid. I look forward to collaborating on this project.
I am in need of a UVM Python expert to assist with my project. Key tasks will involve: - Scripting to build UVM components from templates - Automation using Python, requiring a candidate with strong programming and automation skills. The ideal freelancer for this project will have expert-level experience with UVM Python, particularly in designing a verification environment. Demonstrated proficiency in creating sequences and sequence items, as well as implementing coverage and assertions, will also be highly favorable. I am looking for a freelancer who can efficiently troubleshoot, debug and optimize code for performance improvements. Understanding my project requirements, applying your expertise to solve the tasks at hand and delivering high-quality results are key t...
I am in need of a dedicated software engineer who is proficient in Odoo and Python to help me build a robust CRM system. The project calls for a quick turnaround - I need it to be completed ASAP. Key Features: - Sales Pipeline Management: The system should help me track my sales process from lead generation to conversion. - Customer Interaction Tracking: I want to record all interactions with my customers, including emails, calls, and meetings. - Integrated Email Marketing: The CRM should have seamless integration with my email marketing tools so I can easily communicate with my customers. - Scheduling: I need the system to have scheduling capabilities to help me manage my time effectively. Primary Goals: - Improve Customer Satisfaction: The CRM should help me provide better servi...
I'm seeking an experienced developer to create an online script that can automate the conversion of CSV files. Script must be browser based and linux based. No preference on programming language. Source file will need to be uploaded to CSV converter, and script will sort data and rename columns based of pre-existing requirements. Once conversion is finished, download link generated to download updated CSV.
I need a Python script that will help automate various tasks. Key tasks for this automation include: - File Management: the script should enable the organized handling of Word documents and Excel spreadsheets. - Data Entry: automation for data entry tasks. - Email Sending: automation for sending emails. The ideal candidate for this job should have: - Strong experience with Python scripting and automation. - Understanding of file management concepts and libraries in Python. - Ability to implement automated data entry and email sending functionalities. Looking forward to finding a professional who can deliver efficient, clean code for this project.
We need someone to generate tr...basic: Subject posts: a few lines of text and some tags. (subject posts are often placeholders for the more interesting content: problems and ideas) Problem posts: a few lines of text, tags, a few statistics with sources cited, and a section for "potential harm". Idea posts: : a few lines of text, tags, and a few statistics with sources cited. One last thing, we're bulk uploading to Needpedia using csv files so we need you to pass us the training data in that format. AI can do that pretty easily once the content's generated but getting it to do everything all on its own has been hard. So far we've gotten the best result from our custom gpt by inputting one 'tri-prompt' at a time (a related subject, problem, and ide...
...are still around 500 products still needing to be done. The focus will be on using the Yoast Plugin to enhance Product titles. Increasing the word count of Product descriptions to around 230 words (sometimes creating from scratch using other sites as reference and or using AI to help), then creating search engine title and focus keywords and repairing URL structures if needed. If working through CSV is easier, a data export can be sent with relevant data columns. Key Responsibilities: - Enhancing product descriptions for improved SEO performance - Optimizing meta tags to drive more organic search traffic - Restructuring URLs to align with best SEO practices - Utilizing Yoast Plugin to ensure optimal SEO efficiency for delivery area audience Please submit a detailed project pro...
For article I need a Technical Writer to support me in documenting the methodology and results/conclusions of my Python code in deep learning, focusing on Natural Language Processing. Ideal Skills and Experience: - Proficiency in deep learning and specifically in Natural Language Processing - Strong technical writing skills, with a background in documenting methodologies and results in the field - Ability to understand and interpret Python code in the context of NLP - Experience in conducting evaluations and drawing conclusions from NLP projects The main objective of the Python code is not specified, but the writer will need to make sure the documentation is comprehensive and covers the methodology used, the results achieved, and the conclusions drawn. The successful...
I'm seeking a talented developer with a solid understanding of Excel VBA and Python to develop a system that generates and runs Python code via a manual button within Excel. The Python code generated should have the capability to work with financial data specifically. Linguistic proficiency in Excel VBA and Python is required; knowledge in XLwings or a similar tool would be a significant advantage.
I'm in need of a proficient data scientist who can assist me in obtaining targeted gene expression data from the web-based database Culling specific gene expression characteristics, such as expression levels in different tissues and co-expression networks are the ma...scientist who can assist me in obtaining targeted gene expression data from the web-based database Culling specific gene expression characteristics, such as expression levels in different tissues and co-expression networks are the main focus. I require the downloaded data to be in CSV format. Ideal Skills: - Data extraction capabilities - Familiarity with gene expression databases - Proficient in handling large datasets - Ability to deliver data in CSV format
I'm seeking a knowledgeable expert to create an algorithmic trading strategy for stocks. The algorithm should be designed and optimized specifically for day trading. Ideal skills and experience needed: - Extensive knowledge and experience in designing algorithmic trading strategies - In-depth understanding of the stock market dynamics - Prior work experience with moderate-risk trading...Ideal skills and experience needed: - Extensive knowledge and experience in designing algorithmic trading strategies - In-depth understanding of the stock market dynamics - Prior work experience with moderate-risk trading strategies - Strong problem-solving skills and ability to think algorithmically - Proficiency in a programming language typically used for designing trading algorithms, such as ...
I'm looking for a Python developer to help me set up a VONAGE API to send SMS messages. Key Project Details: - The main functionality I need is to set up the ability to send SMS messages. - The application should be efficient, reliable, and easy to use. - I'm not yet sure if I need two-way communication or if the application will need to support sending messages to multiple countries. Skills and Experience: - Strong experience working with VONAGE API is a must. - Proficiency in Python, with a focus on SMS messaging. - Ability to create a reliable and user-friendly application. - Familiarity with creating two-way communication systems and international messaging support would be an advantage. If you're a Python developer with VONAGE API experience, p...
...experience in various programming languages and frameworks. Key Responsibilities: - Proficiency in Front-end development using React, Back-end development using Django, Mobile app development using Angular or React Native. - Able to code in JavaScript, Python, and Java. The project will involve a blend of tasks that encompass different languages and frameworks, so an understanding of each is crucial. Ideal Skills and Experience: - Extensive experience in Front-end, Back-end, and Mobile app development. - Proficiency in JavaScript, Python, and Java. - Familiarity and expertise in working with React, Angular, Django. - Strong problem-solving skills. - Excellent communication and teamwork abilities. Please include in your bid projects you've worked on that showcas...
... (Domain Typosquatting) Improve our project (Darknet Monitoring) Create an app "hackerview" for passive attack surfave enumeration Create an app for detecting spoofed social media profiles Create an app to scrape ransomware threat actor website and maitain stats about those sites Improve an existing app to monitor paste sites Mininmal Tech Experience: MERN, REST API (JWT), Django, Python, Github, CI/CD, Celery, Redis, Linux, Postgress, Kubernetes, Docker, Nginx, JS, HTML5, Protocols (DNS, SMTP, SSL, HTTP..).Detailed app specifications will be shared at a later stage. |---------------------------------------------------------------------------------------------| | --> No agencies. AI generated answers will be ignored <---| |--------------------------------------...
Hello, I need mapping a CSV that contains many information and put all words in each column
I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abilities, I'd love to hear from you.
I'm looking for a talented Full Stack Developer to connect a frontend to a ChatGPT-enabled backend for an education-focused application. Your primary responsibilities will include: - Frontend Development: - I'd like the frontend to be developed using JavaScript, Python, and HTML/CSS. The design should be a blend of modern and minimalistic along with colorful and vibrant elements. - The UX/UI should be intuitive, professional, and engaging for users. - Backend Development: - The backend should feature ChatGPT for comprehensive handling of educational documentation and reports. - Key backend functionalities should include: - User authentication and authorization: Implement a robust system that ensures secure and personalized access for different user ...
...Additionally, it should suggest profitable betting strategies based on its predictions. Key Requirements: - Develop a machine learning model that can predict horse racing outcomes. - Utilize historical data, horse performance statistics, and weather conditions. - Suggest betting strategies that have proven to be successful. - Fully integrate the model into Discord. Programming Skills: - Proficiency in Python is a must for implementing the machine learning model. Experience: - Prior experience in developing machine learning models for sports events or betting is highly desirable. - Familiarity with horse racing data and analysis will be an added advantage. This is a unique opportunity for a talented individual to create a cutting-edge product at the intersection of sports, da...
Estou em busca de um desenvolvedor Python experiente para um projeto que envolve a integração do WhatsApp com o ChatGPT da OpenAI. O objetivo é criar um bot que permita comunicações fluidas e traduções em tempo real entre inglês e português, utilizando as APIs do Twilio e OpenAI. Responsabilidades: Integrar a API do WhatsApp via Twilio com a API do ChatGPT. Implementar funcionalidades de tradução e correção de texto em tempo real. Requisitos: Experiência prévia com as APIs do Twilio e OpenAI será considerada uma vantagem. Capacidade de escrever código limpo e bem documentado. Excelente habilidade de resolver problemas e de comunicação.
i need someone who is a cs graduate , have knowledge with algorithm subject , and someone who did alot of project , i need someone to help me with the project the dead line of this project is at 22 may .
I'm looking for a skilled Python programmer with experience in data analysis and route optimization. The main goal of the project is to create a method to develop a route optimization system for navigating between various locations. Key Tasks: - Create a method for data analysis - Develop a route optimization system The route optimization system should focus on finding the shortest path between the multiple stops. Ideal Skills: - Proficiency in Python - Strong background in data analysis - Experience in developing route optimization systems, especially focusing on the shortest path - Familiarity with tools and libraries used in data processing and route optimization - Excellent problem-solving skills I'm looking for someone who can take ownership of this proje...
...múltiples canales, incluyendo voz, texto y gestos, para ofrecer una experiencia de usuario versátil y accesible. Análisis de Datos: Se implementará un sistema de análisis de datos para recopilar y analizar la información sobre las interacciones de los usuarios, con el fin de mejorar continuamente la precisión y la eficacia del asistente virtual. Tecnologías Utilizadas: Lenguajes de Programación: Python, JavaScript, entre otros según las necesidades del proyecto. Frameworks de Desarrollo: TensorFlow, PyTorch, Dialogflow, entre otros. Tecnologías de Procesamiento del Lenguaje Natural (NLP) y Reconocimiento de Voz. Herramientas de Desarrollo de Interfaces de Usuario (ui/ux). Objetivos del Proyect...
Jazba AI looking for Fullstack developer/AI developers/Blockchain developers who can build me a cutting-edge Web3 marketplace, integrated with AI capabilities, to cater for a broad spectrum of users. Key Skills & Experience: - Proficiency in Python, Angular.JS, , and experience in Machine Learning and AI. - Knowledge of Blockchain technologies like Solana and Ethereum. - Experience with Smart contract integration, Decentralized storage, and Tokenization of assets. - Ability to implement Generative AI and integrate with ChatGPT 4.0. - Proficiency in Third-Party Integrations like CRM, Lead Generation, Social Media, and Slack. - Previous experience with Android and iOS integration will be beneficial. The marketplace should be designed with the following features: - Smart contract...
I need to change the way my web site updates schedules for tv channels. Right now my site scrapes external sites and pickle dumps and returns data to the site. I want a json or csv to upload to updates all channels manually or we can use my admin to update with file.
I need assistance with scraping data from a website and delivering it in an Excel file. The specifics of the project are as follows: I am looking for a person who will conduct scraping sessions for our business on a regular basis. Desired skills are knowledge of screen-scraper software, sql, Someone with Python knowledge will be better. Willing to follow instructions. Not cramped up with other jobs or other side hustles. Need to have solid internet connection. Expected work takes 5-10 hours per week, once fully trained. Must be responsible. Able to accept PayPal. - The source of the data is a website. This means the freelancer needs to have experience in web scraping. - The data should be delivered in an Excel file. Proficiency in handling and formatting data into Excel is a mu...
