Fuzzy logic and matlab jobs
Looking for an expert in MATLAB to assist in developing algorithms for DOA estimation using the ESPRIT, Capon, and MUSIC algorithms. While I am not certain if data collection has already been completed, there is a specific dataset on hand for testing purposes. Key responsibilities will include: - Developing ESPRIT, Capon, and MUSIC algorithms in MATLAB - Possibly helping in DOA estimation data collection - Running these algorithms on a provided dataset An ideal candidate for this project would have: - Extensive experience in algorithms development using MATLAB - Understanding of DOA estimation and significant proficiency in ESPRIT, Capon, and MUSIC algorithms - Experience in managing and preparing datasets for testing. Please ...
I'm looking for an experienced Senior VLSI...join our team. You’ll need to have extensive experience with RTL Design and Coding, and a strong handle on Logic Synthesis and Optimization, as well as Physical Design and Floorplanning. Key Requirements: - At least 5 years of experience as a VLSI Backend Engineer - Strong knowledge in scripting using TCL and Python - Hands-on experience with full RTL to GDS-II flow for complex designs - In-depth knowledge of Synthesis, P&R, and STA flows - B.Sc. / M.Sc. in Electrical Engineering from a leading institute Your role will involve collaborating extensively with our team, so strong collaboration skills are a must. Your role will be crucial in our overall product development and...
...TradingView Pine Script. The converted script should retain the functionality and logic of the original. - Optimization: The Pine Script should be optimized for performance on the TradingView platform, ensuring efficient execution and minimal latency. - Strategy understanding: It's crucial that the freelancer understands the trading logic and conditions embedded in the Amibroker AFL script, and can effectively translate these into the new language. Ideal skills and experience: - Proven experience in converting trading scripts from Amibroker AFL to TradingView Pine Script. - Expertise in algorithmic trading strategies and technical analysis. - Strong understanding of both the Amibroker and TradingView platforms, and...
...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 o Displays database data upon form submission • /subscription o Contains one disabled “Buy now” ...
...include performance evaluation, energy consumption analysis, and routing protocol comparison. Key Requirements: - Previous experience in WSN network simulation - Able to develop a proprietary MAC protocol - Proficiency in relevant programming languages and software such as NS2/NS3, MATLAB, or OMNeT++ - Strong understanding of WSN system design Your primary role will be to help me create a comprehensive simulation that accurately represents a WSN network, as well as develop and test a proprietary Medium Access Control (MAC) protocol. This will require a keen eye for detail, a solid understanding of network architecture, and a strong background in programming and simulation software. If you have a proven track record in this area and ar...
...based on 0. Home page where user is prompted to START. UI should be clean and feel open and creative. Shouldn't be much on the home page. Should be an area/page to show some instructions of the app. 1. Before the questionnaire there are some options to choose, e.g. language, version of Bible, sections of the Bible i.e. Pentateuch / History Books / Writings / Prophets / Old Testament / New Testament. The user doesn't have to choose these each time, just the first time, to be saved in browser. If they want to modify it in the subsequent questionnaires they take, they are able to do so as an option. 2. Then there is a simple 10 question questionnaire. All using API logic. For each question, a random (use a true randomiser) verse is selected using the API ...
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 hea...
I'm searching for a freelancer with intermediate Matlab skills to help optimize the energy efficiency of a battery system for renewable energy applications. Key Project Requirements: - Optimize battery system for energy efficiency: The primary focus of this project is to ensure that our battery system operates with maximum energy efficiency. This involves assessing current battery performance and implementing improvements in its energy consumption. Ideal Candidate: - Intermediate Matlab Proficiency: The perfect candidate for this project should be proficient with Matlab, having experience in battery system optimization. Previous work in the field of renewable energy systems would be a bonus. The goal of this project is to enhance the energy efficiency of...
...Control System Design project. The focus is on Position Control System. The project requires the following: - Expertise in Simulink and control system design - Knowledge of PID control development and its application in Position Control System and Car suspension Skills & Requirements: - Proficiency in Matlab and Simulink - Advanced knowledge in Control System Design - Prior experience with Position Control Systems and Car suspension - Extensive experience with PID control and electrical actuator Your task would be: - Design a PID control for a position control system - Implement this design in Simulink - Test and refine the system to ensure accurate and optimal performance. I look forward to hearing from candidat...
...help me with both front-end and back-end tasks for my project. Specific Skills Needed: - Proficient in ReactJS for front-end development - Experienced in Node.js for back-end development Project Details: - The project involves full-stack development, from building front-end components to implementing server-side logic. - The main aim of the project is not specified, but what I will provide you with are tasks in both front-end and back-end areas. Ideal Candidate: - Proficient in both ReactJS and Node.js, capable of delivering high-quality front-end and back-end solutions. - Experience in full-stack development, with a strong understanding of how to integrate front-end and back-end components seamlessly. - Good communication skills as well as a...
...API to convert an existing trading strategy from Pinescript to Java and implement it on the Bookmap platform. The developer will also be responsible for setting up the Bookmap API on IntelliJ Student Version on our machine and assisting with testing the converted strategy. Scope of Work: Setup and Configuration: Assist in setting up the Bookmap API on IntelliJ Student Version on our machine. Provide guidance and support in configuring the development environment. Strategy Conversion: Convert the existing Renko Scalper strategy, currently implemented in Pinescript, to Java. Ensure the converted strategy maintains the same logic and functionality as the original Pinescript version. Optimize the Java code for performance and efficiency....
...representing KB Institute, and we are keen on collaborating with an experienced professional like you to develop a comprehensive Course on Computer Concepts (CCC) from scratch in Hindi. This course is intended for beginners who wish to grasp computing fundamentals. Course Overview: The CCC course aims to thoroughly understand computer concepts across three levels: Basic, Intermediate, and Advanced. The course structure will cover the following key topics: - Introduction to Computing: Basics of computers and their applications. - Operating Systems: Understanding different OS functionalities. - Word Processing: Essential skills in word processing software. - Spreadsheet Software: Data management and analysis using spreadsheets. - Presentation Software: Creat...
I need a skilled developer who is proficient in working with APIs and handling CORS issues. The task is to troubleshoot and rectify the current issues with my trading bot, which is supposed to fetch data from 's API but is not performing as expected. Requirements: - Expertise in API connections - Familiarity with trading bot logic and operation - Ability to work with the API - Understanding of CORS and experience resolving issues related to it Specifically, the bot should be able to fetch: - Account balance - Betting history - Current odds The ideal candidate should have a proven track record in solving similar issues and be able to deliver timely and effective solutions.
I'm in need of a programmer who is skilled in C++, Python, and has experience with PIC Kit 2 microcontroller. The job entails both programming the PIC Kit 2 and working on a specific project involving its application. Ideal Skills and Experience: - Proficiency in C++ and Python. - In-depth understanding of microcontrollers, with specific experience in PIC Kit 2. - Previous experience in programming PIC Kit 2 specifically. - Ability to work on a project involving PIC Kit 2. -Ability to understand PLC logic along with programming. Please note that I'm looking for someone with a strong background in these areas, as the project may involve complex programming tasks. If you believe you have the necessary skills and experience, kindly reach o...
...is to validate the functionality of the design. Key Tasks and Responsibilities: - PCB Design and testing: The prototype's design should allow for rigorous testing of its functionality. - Component selection: Predominantly analog components will be used in the design. - Creating documentation: Comprehensive documentation must be provided detailing the logic behind the selection and arrangement of components. Ideal Experience and Skills: - Previous experience in multilayer PCB projects - Confident and competent working with analog components - Proficiency in PCB design and prototyping software - Strong knowledge in testing methodologies for PCB designs Please provide any examples of similar projects you have completed and...
I'm in need of a skilled web designer to transform a PDF mock-up into an HTML layout using the UI-Kit framework. () The mock-up has been provided. Only page 1 and 2 need to be converted to HTML and CSS using UI-Kit. You do not need to add any logic to the form. Key Requirements: - Convert PDF mock-up into an HTML layout. - Implement UI-Kit components for the form (Need not work) Ideal Skills: - Proficient in web design - Strong knowledge and experience with UI-Kit.
...with an intimate understanding of Python programming and cloud data management. Key Objectives: - Identify potential applications of IoT within the specified context - Evaluate the feasibility of implementing IoT solutions in the supply chain - Analyze the impact of IoT on the supply chain for lithium-ion battery production Ideal Candidate: - Extensive experience with IoT and its applications - Proficient in Python development and cloud data management - Comprehensive understanding of supply chains, specifically in lithium-ion battery manufacturing - Familiarity with PLC & SCADA, Edge Computing, wireless sensors and gateways - Strong research writing skills to aid in the comprehensive explanation of findings - Knowledge of MATLAB and Sta...
...aggregates news from various sources and uses machine learning to curate content based on user preferences. The dashboard will feature an AI-driven recommendation system that not only presents news articles but also provides analytical insights into trending topics and sentiment analysis of news content. Objectives: Main Goal: Develop a web application that personalizes news content for users based on their reading habits and preferences. Secondary Goals: Implement data visualization features to display trends and sentiment analysis of news articles. Minimum Requirements: Content Aggregator: Develop a system that pulls news data from various APIs or web scraping. User Profile Management: Create functionality for users to register, login, and specify ...
...Utilize Mapbox SDK to display interactive maps within the application. Offline Map Downloading: Implement functionality to download offline maps based on coordinates received from an API. Path Generation: Develop logic to create paths using GPX files fetched from an API. Real-time path follow : Enable users to follow paths generated from GPX files in real-time. Navigation Information: Display essential navigation data including distance covered and remaining, speed, and current elevation. Graphical Representation: Create a base graph at the bottom of the screen using GPX data and link it with the displayed path for better visualization. Ideal candidates should have: - Expert level experience in Kotlin - Proven experience in Mapbox integration - Past pr...
Task is to debug the following : 1) Google login/ Registration logic 2) Apple login/ Registration logic 3) EmailAndPAssword login/ Registration process All these are in firebase auth Debug and clean code and fix errors - You must be able to build IOS version - After finish task You must build release builds - You must submit your code in github in separate branch Duration 3 days Budget 200$
...SKU, URL, breadcrumb, currency, and brand. Targeted webpage: Category page of Required data: Product name, price, SKU, URL, breadcrumb, currency, and brand Experience: Prior experience in scraping product-related information from e-commerce sites is essential, with proficiency in Scrapy being crucial for accurate and efficient data extraction. Data Handling: Ability to ensure accuracy and consistency of extracted data. Familiarity with different data formats is advantageous. Dynamic Scraping: Navigation logic for all categories must be contained within the scraper and be automatic, ensuring dynamic updates. Deliverables: Both the spiders and a data sample should be delivered Benefits: Gain experience in scraping e-commerce data and...
I need a skilled developer to create a graph logic application in either Core PHP, JavaScript, or JQuery. The application will focus on visualizing user engagement data, specifically the bounce rate. Key Requirements: - Develop a graph logic application that utilizes Core PHP, JavaScript, or JQuery. - The system should effectively visualize user engagement data. - The application should specifically focus on visualizing the bounce rate metric. Ideal Skills: - Proficiency in Core PHP, JavaScript, or JQuery. - Experience in developing graph logic applications. - Understanding of user engagement metrics.
I need a scheduleing algorithm to be implemented in matlab using OOP. Most of the classes are given.
...is to ensure smooth operation and functionality across various sections of the site. Project Details: Functionality Scope: Implement backend functions to support the frontend interface. Develop APIs for data retrieval and manipulation. Ensure seamless integration with the chosen frontend framework. Sections Requiring Backend Functionality: User Authentication and Authorization Data Retrieval for Services Newsletter Subscription Management Interactive Content Management Blog and Opinion Management Event Management Comment Section Functionality Social Media Integration Contact Form Submission Handling Specific Requirements: User Authentication: Implement secure user authentication and authorization mechanisms. Data Management: Develop APIs for retr...
...are seeking a skilled developer to set up and program a framework using Apache Kafka for distributed messaging. The project aims to establish an efficient and scalable messaging system that can handle high-volume message processing and filtering. Project Overview: The developer will be responsible for setting up Apache Kafka on a Windows environment and developing a master script and worker scripts to facilitate distributed messaging. The key requirement is to implement a mechanism for bulk-reviewing messages in the queues every 10 minutes to filter out unnecessary messages and optimize system performance. Responsibilities: Apache Kafka Setup: Install and configure Apache Kafka on a Windows machine. Set up the necessary Kafka topics, pa...
You need to solve a series of simple logical tests. For instance, do you know the difference between AND, OR, NOT Boolean logic? We will have a video interview to test your logical thinking ability. When you bid, write your answer to the following basic logic question. If your bid does not include the simple answer, your bid will not be considered What is the difference between NOT(year==2023 AND quarter==1) and NOT(year==2023) AND NOT(quarter==1) ?
I'm in need of a basic conceptual model for an Engineering project using Matlab Simulink. Key Points: - The task involves creating a basic conceptual model. - The domain of the project is in Engineering. You might be working with structures, mechanical systems, electronics or similar. - The model doesn't need to be overly detailed or complex, it just needs to demonstrate the concept. Ideal Skills: - Strong understanding of Engineering concepts. - Proficiency in Matlab Simulink. - Ability to translate complex ideas into simple, clear models.
...at least 16 years old and live in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you ...
...help with the review of an interface and recommendations about how to create triggers and logic in order to meet the requirements of the external vendor. I will provide a sample HL7 message, and interface specifications document. I'm only looking for 2-3 hours of assistance to start. If things go well, and I need more assistance then I will expand the project scope. Key Responsibilities: - Assisting with outbound interface - Troubleshooting and handling errors effectively - Providing guidance on best practices Ideal Candidate: - 2-5 years of experience in Epic Bridges - Proven expertise in dealing with inbound interfaces - Strong command over outbound interfaces - Proficiency in error handling and troubleshooting - Detail-oriente...
I'm seeking support in creating a MATLAB simulation closely tied to physics concepts, with a specific focus on Classical Mechanics. The candidate should ideally have: - Proficiency in MATLAB coding - A strong understanding of physics, particularly, Classical Mechanics - Experience with simulations modeling physical dynamics Your main role will involve translating these complex physics principles into an engaging and accurate MATLAB simulation. A firm grasp of mathematical equations and underlying theory is a necessity for this project. Please share relevant experience when applying.
...collaboration, focusing on the development and significant enhancement of our two key apps within a two-sided marketplace. This role demands the translation of complex designs into fully operational mobile applications, ensuring an exceptional user experience and integration with our system's API endpoints. Our collaboration will begin with a few weeks of test phase, with the goal of evolving into a long-term, 8h/day engagement over the following months, based on performance and project progression. Responsibilities: Translate intricate designs into fully operational React Native applications, ensuring they effectively meet the frontend specifications and provide a seamless user experience. Actively participate in the development, enhancement, and...
I am currently w...Pine Script. However, it's not functioning as efficiently as I'd like it to - it’s immensely slow. Therefore, I am inviting freelancers with seasoned experience in Pine Script and especially on speed optimization matters. This project would mostly appeal to someone aware of and familiar with: - Proficiency in Pine Script - Experience optimizing code for speed - Understanding of trading indicators The job would entail: - Increasing the speed of my custom Pine Script code - Ensuring the logic and functionality of the script remain intact after optimizations - Conducting necessary tests to confirm enhancement of speed and efficiency Interested freelancers, please detail your experience related to code optimization in P...
...representing KB Institute, and we are keen on collaborating with an experienced professional like you to develop a comprehensive Course on Computer Concepts (CCC) from scratch in Hindi. This course is intended for beginners who wish to grasp computing fundamentals. Course Overview: The CCC course aims to thoroughly understand computer concepts across three levels: Basic, Intermediate, and Advanced. The course structure will cover the following key topics: - Introduction to Computing: Basics of computers and their applications. - Operating Systems: Understanding different OS functionalities. - Word Processing: Essential skills in word processing software. - Spreadsheet Software: Data management and analysis using spreadsheets. - Presentation Software: Creat...
I'm seeking an academic researcher who can delve into the intricate world of MICROGRID WITH PV , MPPT CONTROLLER , EMS (energy managemt system) solar energy. The ultimate goal of this research is to produce an article or paper that meets Scopus standards with simulation by Matlab. Condition The researcher should have published papers closed to MICROGRID and EMS. Please share your Google scholar profile.
Interactive web browser app (mobile compatible) that does a simple questionnaire, based on 0. Home page where user is prompted to START. UI should be clean and feel open and creative. Shouldn't be much on the home page. 1. Before the questionnaire there are some options to choose, e.g. language, version of Bible, sections of the Bible i.e. Pentateuch / History Books / Writings / Prophets / Old Testament / New Testament 2. Then there is a simple 10 question questionnaire. All using API logic. For each question, a random (use a true randomiser) verse is selected using the API within the sections of the Bible selected. The user is given the possibilities of the answers for selection. IF the user selects the correct book where the verse came from, THEN, the user...
I'm in need of a Full-Stack Developer who is well-versed in ReactJS, NodeJS, CSS, and Python. The project will require both front-end and back-end development. In detailed, we're developing a web workflow application and I'm looking for an experienced developer for a task of about 2-3 weeks to create an interactive workflow with React front-end and Python backend (see the 3 attachments to this post with the main job description is in the file MTQ - Upwork - Interactive Front Panel - and the other attachments are supporting documents). SUMMARY: Tabbed ReactJS forms with a Python backend that can interact with each other. The front-end can have a few input fields and a few interactive subcomponents in the form of either tables or ima...
...user's message text to bots bot_b, bot_c, and bot_d. After waiting to receive replies from bot_b, bot_c, and bot_d, if bot_b does not respond, a predetermined text is assigned as bot_b's reply. The replies from the three bots are then merged and processed, and the resulting text is sent back to the user by bot_a. However, during testing: when I send messages to bot_a, sometimes bot_a sends me the processed text multiple times, and other times bot_a does not respond at all. I ensure that the interval between messages I send to bot_a is sufficiently long, and each message is different. The content of bot_a's replies is correct, but the issue is that it is either repetitive or there is no reply at all. I need to identify the cause ...
...scan a specified website, scrape usernames, and use these usernames to perform real-time performance inquiries on another website. The system will automatically support trading decisions based on the inquiry results and predefined filtering criteria. Specific Requirements: 1. Data Scraping and Processing: • Automatically scan and scrape usernames from a designated website. • Use the scraped usernames for real-time performance inquiries on another site. • The system must be able to handle usernames and related numeric data. 2. Trading Decision Logic: • Decide whether to display buy or sell signals based on performance inquiry results and predefined filtering criteria (to be further specified). 3. User Interface...
...that will be compatible with both Windows and Mac operating systems. This tool should have the following features: - Advanced speech recognition and transcription capabilities to accurately capture and transcribe meeting conversations - Integrated with major calendar apps for seamless meeting scheduling - Automated email notifications for meeting reminders and updates Preferred Skills: - Proficient in AI, specifically in speech recognition and natural language processing - Experience in developing software compatible with Windows and Mac - Strong understanding of calendar integration and email automation On-Prem Client: Quivr Agent * Installation * Install Quivr Agent on Windows or macOS * Configure Quivr Agent to connect to lo...
I am in need of a Python expert to create a program that will handle multiple tasks concurrently via workers (multi process) I already wrote a task manager using threading and async, I just want to make sure I have no race conditions, avoid deadlocks and improve logic and preformance.
Hi, I am new to react. If I click open panel a panel opens. if I drag the item from the panel to column2 it should add to the table and simulataneously it should add to column 1. same way if I add to column 1 it should add to column 2 table two. I am able to achieve for column 1 but not inside column 2 table. can you lee me know how to fix it. Providing my code and fiddle link below. ,src%,src%2FApp.jsx&terminal=dev import { useState } from 'react'; import reactLogo from './assets/'; import viteLogo from '/'; import './'; import { DragDropContext, Droppable, Draggable } from 'react-beautiful-dnd'; function App() { const [panelOpen, setPanelOpen] = useState(false); const [columns, setColumns]
...adept professional to create and use a microgrid environment in Matlab as a means of reducing energy costs. Expertise in the use of the Deep Q-Network reinforcement learning algorithm is fundamental. Main responsibilities will be: - Creating a microgrid in Matlab. - Implementing a Deep Q-Network reinforcement learning model. What you must consider: - I will provide the data for the load power (P_load) and photovoltaic power (P_pv). - The cost of the generated power (P_gen) and grid power (P_grid) must be taken into account. Ideally, contenders are expected to have a solid background in Matlab, machine learning (ML), and specifically, a deep understanding of reinforcement learning. Furthermore, due to the technicalities involved, ...
I am seeking a professional electrical engineer who is well-versed...seeking a professional electrical engineer who is well-versed in MMC programming, especially for the DSP 28377D. Using Matlab and CCS Key Responsibilities: - Debugging and improving the existing code - Ensuring all tasks are executed correctly post code optimization Ideal Candidate: The proficient candidate for the role is someone with proven expertise in MMC programming and a deep understanding of the DSP 28377D. An engineer who can effectively debug and refine the current code to ensure all tasks are successfully carried out is highly sought after. The primary objective here is ensuring error-free code execution. In addition, problem-solving skills, attention to detail, and...
A detailed technical explanation will be given about a block whole designed using Matlab simulink.
...mobile application developer skilled in both Android and iOS application development to create a reliable, user-friendly and efficient application that provides automatic spam message blocking and word filtering. Briefly, the working logic of the application is as follows: only the words that are wanted to be blocked will be written. If these words are included in the incoming SMS, it will be blocked as spam. Key Features: - The app should work on both Android and iOS devices. - The main purpose of the application is to block spam messages and filter out unwanted words. - The blocking process needs to be automated; a user should not need to manually block each spam message or unwanted word. Ideal Skills and Experience: - Proficient in ...
...upgrade our B2B hotel booking engine to include B2C functionality and enhance its features. The project leverages (Laravel/React). Frontend Enhancements: - Multi-Language Support: Allow customers to seamlessly switch between languages (implementation details will be discussed). - Multi-Currency Support: Customers can choose their preferred currency, with dynamic conversion based on admin-configured exchange rates. Mobile-Friendly Design: - Responsive design optimized for a smooth user experience on all devices (including mobile phones and tablets). - We'll discuss the feasibility and approach to developing native mobile apps (Android/iOS) if desired. Backend Integration: - Multi-Currency: Prices are stored in a base currency and dynamically convert...
...Solana-based automation tool to execute fast and accurate token purchases. The transactions should be carried out on and the fees paid using Jito. The script will be written using GeyserRpc and Rust. Key Requirements: - The Solana transaction should facilitate token purchase solely, not fee payments or data transfer. - The interface for this automation tool will be command-line based. - There is no requirement for user authentication; the process should be seamless and without any user input required. The general working logic of the program should be as follows, We will give the CREATOR address of the token mint address that we will purchase through the program, so it will constantly control it via API. When the Mint address is found, it will ...
I need a skilled audio engineer to enhance the quality of a song I recorded at home for my instagram Reel. The song is missing that professional touch, and I'm looking for someone who can make it sound more polished and refined. Ideal Skills and Experience: - Experience in audio engineering, with a strong portfolio of previous work - Ability to work with a variety of music genres - Proficiency in using a range of audio editing software (e.g., Pro Tools, Logic Pro X, Ableton Live) - Understanding of different music elements such as dynamics, eq, and compression Please include samples of your previous work in your bid. This can turn out to be a regular weekly work
