Hardware involved face recognition using microcontroller jobs

...specific challenges they present - Strong understanding of app security, user authentication, and notifications systems - A creative approach to feature development that can enhance the user experience. - Design and develop a user-friendly and visually stunning mobile app using React Native. - Become the master of integration, seamlessly connecting our IoT device's API and communication protocols with the app. - Craft robust features that empower users to control, monitor, and analyze device data in real-time. - Partner with our hardware engineers to ensure flawless app-device interaction. - Write clean, well-documented code that's built to last. - Collaborate with the development team for thorough unit and integration testing. - Prepare exact API and deployment ...

Hello, I want someone good with compiler construction subjects Like creating a parser for a language You can find the project file from attachment you can find readme file in there explaining the project and task You would utlize the scanner that is in src/scanner, and build the parser in , which is the starting file you can also find it in the src folder The goal is to build the parser and pass all test cases Please read and check before bid

...victims, and involved parties - Thoroughly reviewing public records for any relevant data - Analyzing video footage, police reports, and other documentation - Uncovering evidence of use of excessive force, corruption, arson, and crimes against the community, crimes againt animals & animal abuse, falsifying police reports, prosecutorial misconduct, judicial misconduct and obstructing justice. Desired Outcomes: - Raising awareness within our community. - Holding accountable those involved in the misconduct. - Seeking justice and accountability. -Petition residence within 5 mile radius of incedent. (Location: Modesto, Ca 95351) -Material evidence that may be broadcasted threw media outlets to put pressure on local government / district attorney to file charges on the o...

I'm in need of a skilled developer experienced in Google Cloud Vision API and ASPRunner to implement real-time multilingual text translation feature within my current project. Requirements: - Integration of Google Cloud Vision API into my ASPRunner project - Implementing text recognition specifically for real-time translation - Ensuring support for multiple languages is available

...manage and create engaging content for multiple Facebook groups which I own. Can create campaign reports and email to clients. This includes but is not limited to: - Taking control of managing group posts, - Working with group admins, moderating and monitoring comments and interactions, - Creating appealing, engaging content daily, - Building relationships with other relevant pages and becoming involved in other groups, - Monetising ads within our groups in a way that contributes positively to user experience. - Commenting on threads in our facebook pages to build community and connections, leading to pre sales good will. - Produce a weekly report of key traffic targets and revenue This task is intensive, as it involves managing over 5 groups with daily content needed. It is...

...solution based on image and video data. Here's what I need: - Design and train a machine learning model that can extract meaningful information from our data. - The model should be capable of scene recognition in video and images. Your solution needs to reliably and accurately identify and classify different scenes. - You should be comfortable working with Tensorflow and have a solid understanding of its capabilities and limitations. Ideal skills and experience: Tensorflow proficiency, solid training in machine learning, experience in working with image and video data, and expertise in scene recognition algorithms. Your proposal should detail your plan of action and track record in similar projects. Don't hesitate to ask if you need more information to defi...

1. logo & banner for "GTA flex" Logo & banner should represent money in every manner 2. Wallpapers. Aa wallpapers will be same with different texts (with GTA girl image & green theme) a. Playstation Money Boost b. Xbox Money Boost c. Playstation modded accounts d. Xbox modded accounts

...current designs, but simply my wish to explore an update that reflects a modern aesthetic with just a touch of distressing. Key Skills: - Graphic design - Logo design - Understanding of modern trends - Proficiency in adding distressed effects What I'm expecting: - A modern, fresh take on the existing logos - The ability to incorporate a slightly distressed look A modern twist that maintains recognition of my brand is the goal. If you are proficient in crafting fresh, modern logos with a slightly distressed touch, I'd like to discuss this project with you. I've attached a distressed weathered looking Modelo logo as an example of what I like. Something like a 1990's rock t-shirt style. The three Goose Port logo's I attached and want changed are avai...

I am in need of an experienced programmer located in Singapore who is skilled in Moodle/Chamilo, LMS and PHP. My primary goal is to establish an e-learning platform that efficiently provides educational content. The requirement to fulfill this project includes: 1. Building a comprehensive e-Learning LMS Platform: This task involves building and managing complex e-Learning systems. Skills and Experience - Proficient in Moodle/Chamilo, LMS and PHP: I need someone who can navigate these systems seamlessly and proficiently implement them. - Experienced in e-Learning platforms: Prior work on similar projects would be a big plus. This would ensure you understand the nuts and bolts of what we're trying to achieve. - Capable of working independently, demonstrating a high level of initiati...

I am seeking a skilled image editor to help me create a photo that gives the illusion of me having a twin. Need done ASAP Key Details: - Utilize Photoshop or other advanced photo editing tools to merge my face with another person's face. - The second individual's face will be provided by me. - I am open to suggestions for the final setting or background of the photo. Ideal Skills and Experience: - Proficiency in Photoshop or equivalent software, with experience in advanced photo editing techniques. - A creative and imaginative approach to merging two faces convincingly. - Strong communication skills to discuss and propose suitable background settings for the photo. Please share your relevant portfolio to showcase your previous work in image editing and m...

**Title:** AI-Based Dating Platform Development Project **Introduction:** Welcome! We are excited to present to you an exciting development project for an innovative and cutting-edge dating platform. Our mission is to revolutionize the online dating experience using artificial intelligence to create meaningful and authentic connections. **Project Objective:** Our goal is to develop a dating platform similar to , where users can interact with AI-generated profiles and engage in compelling and empathetic conversations. The platform must be able to charge users for private content and promote genuine emotional connections through interaction with AI. **Key Features:** 1. **AI-Generated Profiles:** We will use advanced AI generation algorithms to create profiles of virtual girls with

I'm in need of a skilled React Developer to work at our Delhi office. This project is focused on the development of a SaaS platform. The key tasks involved include: - **Frontend Development:** - Crafting and maintaining user-friendly interfaces. - Ensuring high performance on mobile and desktop. - Responsive Design - **Integration with Backend APIs:** - Collaborating with our backend team to connect frontend to backend API's. We are building a Software as a Service project. The ideal candidate should have a strong background in React development, particularly in the context of creating SaaS applications. Experience with integrating applications with backend APIs. Prior experience in developing applications in a similar industry will be a plus. Please n...

...Sheets spreadsheet filled with YouTube URLs that meet the following criteria: * License: Must be Creative Commons licensed. * Visuals: - Full face visible, speaking directly to the camera; the rest of the body can be included. - Only one person in the shot and speaking throughout the entire video (no cuts to other people). * Quality: High definition (HD or better), not grainy. * Editing: Minimal editing; should be a single take (intro and fade out are acceptable). * Audio: Clear speech; background noise or music is okay if it does not overpower the speech. * Occlusions: No obstructions, such as hands or microphones, in front of the face. * Emotion: Videos displaying significant emotional expression are preferred. * Camera Work: Minor zooming or panning is ...

...we're also looking for a graphic designer who's also in the community. You'll start with simpler tasks, like using pre-existing templates on Canva. We already have our own templates with our own style. Nevertheless, you'll still need to have a sense of design with attention to detail, so you can play around with the existing style, while still staying true to the style. If everything works well and you have the branding knowledge + skill, you can take more responsibilities on the branding side as well — both for the concept and design. So, this will start with a trial period, and you can gradually get more and more hours. Please insert in your reply, why you'd love to be involved in a queer-owned business and help other queer-owned busines...

I'm looking to integrate Azure AI Studio with my existing system to enhance our data analysis capabilities. The ideal candidate should possess the following skills: - Proficient in Azure AI Studio and AI developmen...possess the following skills: - Proficient in Azure AI Studio and AI development - Experienced in integrating AI technologies into existing software systems - Strong background in data analysis, machine learning, and natural language processing The project will involve: - Adding Textual data, Image data, and Video data to the Azure AI Studio for analysis - Implementing Sentiment analysis, Entity recognition, and Keyphrase extraction functionalities for textual data. Please provide samples of your previous work and detail your experience with Azure AI Studio in...

...skilled professional to assist me in conducting network analysis and troubleshooting, as well as port scanning and service enumeration on my local network using Netcat and Wireshark. As a part of this project, I expect the freelancer to: - Conduct a thorough analysis of my network using Netcat and Wireshark - Implement solutions for any network troubleshooting issues identified - Perform a comprehensive port scan and service enumeration on my network - Provide recommendations for improving network security based on the findings - Ensure no sensitive data is exposed in the process Ideal candidates for this project should have: - Proficiency in using network analysis tools such as Netcat and Wireshark - Strong experience in network security testing and vulnerability...

I'm seeking a talented logo designer to create a vintage style logo for my gadget, primarily. This engaging logo should be instrumental in attracting potential customers. The project involves: - Producing a vintage-style logo - Incorporating specific shapes, text, and symbo...specific shapes, text, and symbols into the design Ideal Skills and Experience: - Proven experience in logo design and brand identity - Ability to design in a vintage style - Creativity and ability to incorporate several elements into a cohesive logo design. Need a logo like Birra Moretti (attached files) but my face in the middle and BIRRA MANASSI in the top and DAL 1985 in the bottom. This logo will be printed by laser in a lot of beer stein for my pub. So I need a definite face and 1 color ...

I'm in need of an adept illustrator to create a visually compelling poster for my microcontroller company. The poster must predominantly feature: - Product images showcasing our microcontroller models - Descriptive content about these products. For the aesthetics, I want a design that breathes futurism into the representation of these models. Ideal skills for the project are: - Proven experience in Adobe Illustrator - A knack for creating futuristic designs - Sound understanding of the microcontroller industry - Excellent attention to detail and a keen eye for aesthetics. Your ability to present product specifications in an engaging way will be key to the success of this project. I'm looking forward to witnessing your creative prowess in action.

I'm in need of a talented illustrator who specializes in cartoon style. These illustrations will be utilized for online content, tshirts, mugs etc I am attaching 2 pictures for rough ideas. Want the duck to have sunglasses that are cockeyed on his face. Needs to be color and primary color for the duck to be yellow. . Ideal Skills: - Proficiency in digital cartoon illustration, particularly comic book style. - Strong understanding of storytelling and composition. - Experience in creating engaging and dynamic characters. - Ability to work in alignment with online content requirements. Previous experience in illustrating for online content or comic books will be highly regarded. Your portfolio should demonstrate your skills in this area.

The project is to create Inverter automation to start export, stop export and charge the battery automatically using a microcontroller that can subscribe to the server to get spot prices to run the automation. Objectives: 1. Modbus read and write 2. ESP32 Webserver 3. Spot price subscribe 4. Calculation / rules 5. MQTT Service (Server) 6. Price Service (Server) 7. Device Dashboard (Server) Project scope and system architecture are referred to the project brief documentation "Inverter Automation Project "

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

I'm in need of a reliable and skilled iOS app developer to build an app primarily for speech to text conversion. The app will use the Assembly AI API. Unfortunately, the targ...Unfortunately, the target audience remains unspecified, hence it must be user-friendly and intuitive for different categories of users including students, journalists, and professionals. To be the right fit for this project, you should: - Have significant experience in iOS development and familiarity with Assembly AI API. - Ideally, have past projects involving speech-to-text conversion and voice recognition. - Have the capacity to start immediately and complete the project ASAP. Interested freelancers, please submit your proposals detailing your relevant experience, proposed timeline, and cost estimat...

I require legal assistance in drafting a demand letter for an insurance company, with an aim to claim reimbursement for property loss. The property involved is my vehicle, the damages of which have been accurately captured in photographs. Ideal applicants will have a background in law, specifically with experience in drafting demand letters for insurance claims. Knowledge about automobile insurance claims would be an added advantage. Key tasks: - Understanding the case based on the photographs provided - Drafting a persuasive demand letter outlining the damage and cost of the vehicle - Creating a letter that complies with legal standards Preferred skills and experience: - Legal expertise, specifically in insurance claim - Excellent written communication skills - Experience in dr...

I'm looking for an expert in openbsc, osmocombb, and openbts GSM to help me with a project that includes the following key aspects: - **GSM Man-in-the-Middle (MITM):** The project also involves GSM man-in-the-middle functionality. This includes capabilities such...implementations. - Excellent problem-solving skills to address any performance requirements that may arise during the project. Please provide examples of similar projects you've worked on in the past, especially those involving GSM networks and MITM configurations. Please review this paper and need to reproduce what they have done. I have all the hardware in the article. Https:// Here is a part of the modified code, you can refer to

I'm looking for a designer who can design a tattoo design for me. Here is the concept: Memento Mori (Remember Death): Reaper or Grim Reaper: Symbolizes death and the unavoidable end of life. Broken hourglass: Emphasizes the idea that time is running out. Crow or raven: Often associated with death and the afterlife in various cultures. Veiled or masked face: Represents the mysterious and inevitable nature of death. Memento Vivere (Remember to Live): Phoenix: Symbol of renewal, resurrection, and the cyclical nature of life. Compass or map: Signifying the journey of life and the importance of exploring and experiencing it. Heartbeat line or EKG rhythm: Reminds us of the vitality and pulse of life. Integration of Both Concepts: Dual-faced mask: One side represents life, the ot...

I'm looking for a designer who can design a tattoo design for me. Here is the concept: Memento Mori (Remember Death): Reaper or Grim Reaper: Symbolizes death and the unavoidable end of life. Broken hourglass: Emphasizes the idea that time is running out. Crow or raven: Often associated with death and the afterlife in various cultures. Veiled or masked face: Represents the mysterious and inevitable nature of death. Memento Vivere (Remember to Live): Phoenix: Symbol of renewal, resurrection, and the cyclical nature of life. Compass or map: Signifying the journey of life and the importance of exploring and experiencing it. Heartbeat line or EKG rhythm: Reminds us of the vitality and pulse of life. Integration of Both Concepts: Dual-faced mask: One side represents life, the ot...

I'm looking for a skilled photo editor who can help me enhance my personal profile picture. Key Requirements: - Smoothing skin texture: I would like the final image to have a flawless, smooth skin texture without looking overly edited. - Removing blemishes: Please remove any blemishes present on the skin to give a clean and polished look. - Enhancing facial features: Light enhancing of facial features like eyes, lips etc. to create a more appealing look. I'm looking for a professional touch but nothing too drastic. The main aim is to have a natural yet enhanced look for my personal use.

I'm in need of a professional who can develop a website for me using Node.js. The website will be to trade Counterstrike game skins on our website. Please view our two resources provided which is what i could find. We want to use and update this code and application to newer counterstrike 2 and maybe find new features and techniques to build the website. We need a developer that can assist us with designing, developing, improving and deploying the website to our server. Please have a look at the two references and go through it so we can discuss options to improve it and update it. Competitor website -

...Islamic related questions and children’s and adults courses to learn about Islam. I have included some pictures attached that I kind of like the style of. The colours shoudl be a dark green and black maybe. But a green that looks like img_4084. The letters .org can be written very small perhaps. I'm looking for a talented designer to create a logo that's significantly catered toward brand recognition for my educational company. It's crucial that the design is well-structured and distinct. Ideal skills: - Proficiency in modern design software - Previous experience with educational logos or similar - Strong understanding of branding principles The concept I desire should display the highest degree of professionalism. Your objective should be to merge aes...

I'm currently facing a server error labeled "Laravel 500" on my website. This error presents itself whenever the website is visited. I've recently made some changes which involved reinstalling the website from another hosting to my own server, and this could be the possible cause of the issue. I need a professional who understands Laravel framework thoroughly and has significant experience in troubleshooting similar errors to fix this issue. Additionally, Key Skills and Experience: - Laravel Framework - Error Troubleshooting

I'm looking for a skilled Android developer with a strong background in Android TV app development and integrating AI APIs. Key requirements: - Integration of an AI API into an Android TV app - Implementing Image Recognition: I need the app to swap faces in images, particularly, faces in a selfie with another image - Ensuring a user-friendly, intuitive interface on the Android TV platform Your expertise and experience in these areas will be vital to the success of this project.

I'm in need of a skilled Vue.js developer who can help me bring my website design to life. Key project details and requirements: - You will be provided with a specific design for the website. Hence, it's crucial that you can effectively translate this design into a fully functioning website. - I expect you to have solid experience in Vue.js. Proficiency in other relevant technologies would be an added advantage. - A good understanding of user experience (UX) and ability to bring that into the project. - Timeliness, proactive communication, and an eye for detail are important in the successful completion of this project. Please be ready to showcase your previous works, and feel free to include any additional information you believe would be helpful for me in making my decision...

I am looking for a freelancer who can help create some high quality t-shirt graphic designs with a minimalistic touch. I have a specific color palette in mind that I'd like to use, and the graphics need to be large in size. The successful applicant should have experience designing for apparel and understand the principles involved in creating eye-catching designs. I'm looking forward to finding a talented individual who can help bring my vision to life.

Seeking a gifted graphic designer to manifest a unique and captivating logo for our insurance agency. To allow a dynamic visual representation of our brand, we wish to incorporate specific elements. Key Features Required: - Symbol: Featuring an Ibex - this should...should be the central element of the design. - Colors: Utilize the colors Blue, Red, white, and grey harmoniously. However, open to suggestions. - Style: As the style preference was not explicitly stated, we are open to your creative interpretation. We encourage designs that are modern, minimalist, or even vintage. Skills and Experience: - Proven experience in designing logos that drive brand recognition. - Excellent understanding of color theory. - Strong aesthetic skills and creativity. - Proficiency in graphic design...

I'm seeking a skilled economist to help me put together a comprehensive report on the topic of Econo...development in the realm of Development Economics. Key tasks for the project include: - Conducting in-depth research on the topic of Economic growth and development. - Using Stata to analyze data. - Providing a detailed discussion of the subject matter. Please bear in mind that the report is to be a detailed and thorough exploration of Economic growth and development. The report should not only cover the theoretical aspects of the topic but also the practical application of these theories. Ideal skills and experience for this job include: - Strong background in Economics and Development Economics. - Proficiency in using Stata for data analysis. - Excellent resear...

I am seeking a skilled developer to create a custom indicator using Pine Script v5 for the TradingView platform. The goal is to develop an indicator based on 3 existing indicators and predefined rules. The source code of all 3 indicators will be provided to the right candidate. The custom indicator should generate trade signals for alerts. Should be able to use this strategy in the Chart, where it should display buy, sell and exit signals. This project requires expertise in Pine Script v5 and a deep understanding of technical analysis principles. My requirement will be as below; 1. Convert 3 indicators into a strategy.(Source code will be provided) 2. Alert Creation. 3. Buy/Sell signal, Trailing SL/Trailing TP integration with alert function. 4. Session End/Start as per the scrip...

My project necessitates a top-notch custom web-based ticketing system, prioritizing ticket submission, tracking, and superior user management. Key Features: - Ticket submission and tracking: The system should ...Familiarity with user management, role assignment, and priority matrix are essential. Fluent in programming languages like PHP, JavaScript, and proficiency in SQL for a robust database system is a must. Creativity in UX/UI design for an engaging and user-friendly interface should be apparent. It is also required to handle incoming and outgoing E-Mails. I don't want to have further frameworks involved. Core PHP is required and JS like Bootstrap 5, JQuery are ok.I have my own authentication system in place. Based on the role different ingoing and outgoing E-Mails shoul...

I need you to redesign my webpage using Tailwind CSS Requirements: - use only Tailwind CSS - the deliverable should be only the different html files of the different pages in my website (no additional css files) - clean code where each section of the page is separate from the others

We are doing trailers service for people who needs help in fixin...service for people who needs help in fixing their properties and getting better service most of people who used to travel for long distances so we are able to assist anyone who want their trailers to operate normally without any broken sides or wheels / bearings and breakable at the same time we do computer services Ideal freelancers for this job should possess: - Deep knowledge of software and Hardware Manufacturing industry practices - Strong customer service abilities - Proficiency in various computer applications - Excellent communication skills. We aiming to leverage our abilities to effectively provide trailers support and services in trailer manufacturing setting. Experience in a similar role would be adv...

I am in need of a full-stack Angular developer to create a new application. The main features involved are: - User authentication and authorization: This is a crucial aspect as the app needs to secure user data and information. - Real-time data processing: The app must be able to process and reflect data in real-time. This includes data from various sources or interactions within the app. - Payment gateway: The app also needs a payment gateway feature to allow users to make transactions securely. The ideal candidate for this project should have a strong background in Angular and full-stack development. Experience with implementing user authentication and authorization, real-time data processing, and payment gateway integration is a must. Additionally, a proactive approach to prob...

I'm searching for the support of a qualified chemical engineer to: - Formulate an alkyd resin - Undertake process simulations in Aspen Plus - Model chemical reactions The outcomes I look forward in this project are: - A detailed report on the alkyd resin formulation - A completed Aspen Plus simulation file - A model of the chemical reactions involved, with results - A Process flow diagram The resin must have these key characteristics: - The required viscosity - A specified curing time - Optimal adhesion properties Expertise in chemical engineering, familiarity with Aspen Plus and experience in modeling chemical reactions are the key skills required for this task. A background with polymeric materials, particularly alkyd resin, would be beneficial. Your innovative thinking...

I am seeking a professional who specializes in U.S. work visa processing. This project entails guiding me through the complex procedures involved in obtaining a U.S. work visa, making sure all required documentation is accurately prepared, submitted and processed. The ideal freelancer for the job should have: - Extensive experience in U.S. work visa application. - Deep understanding of the immigration regulations and procedures. - Ability to troubleshoot unexpected obstacles or delays. Your knowledge and assistance will make a real difference in my journey towards my professional goals in the United States.

You will get an application that automated extracts the data from any site web you need, cleans it, and presents it to you in an Excel folder or links it to the database, etc.1 - An application capable of extracting infiniti of data automatically without human intervention and in a short time2- You can choose any package you want according to your specific needs3 - After that, you will get rid of manual data extraction, which requires a lot of time and focus, etc. With the application, say goodbye to manual errors.

...the power of AI: create custom AI-powered Flask web appsDo you have a project that requires intelligent automation?I can help you develop custom AI models and seamlessly integrate them into powerful Flask web is what I propose:Tailored AI Solutions: We will work together to understand your needs and create a custom AI model that addresses your specific challenge. (e.g. image recognition, sentiment analysis, predictive modeling)Seamless Flask Integration: I will create a user-friendly Flask web application that uses your AI model, allowing you to interact with its intelligence and options: choose from a range of packages adapted to your budget and the complexity of your project. All packages include basic functionality, with options for advanced features

I require an e-commerce website for selling joinery hardware. Open for woo commerce or shopify option I have website on woo were i want to export all products with media for new one. I have a lot of variable products, so bare in mind This will be new hosting with server and new domain I am looking for pricing and suggestion This all need to be connected with google and ready for SEO Please provide timing too Thanks

I'm looking for an expert to conduct a comprehensive feasibility study for a potential physical jewelry store. The primary objectives of this study are: - To determine the economic viability of initiating a jewelry store. - To assess the technical feasibility involved in setting up and running this type of business. - To evaluate market potential and gauge the profitability. Candidates with deep knowledge and previous experience in feasibility studies and have a propensity for the jewelry industry will be highly considered. The study output should include: - A thorough market analysis, including demand, supply, pricing, competitors, and trends - The economic implications of setting up a physical store, including initial investment needed, ongoing costs, and potential reve...

...the power of AI: create custom AI-powered Flask web appsDo you have a project that requires intelligent automation?I can help you develop custom AI models and seamlessly integrate them into powerful Flask web is what I propose:Tailored AI Solutions: We will work together to understand your needs and create a custom AI model that addresses your specific challenge. (e.g. image recognition, sentiment analysis, predictive modeling)Seamless Flask Integration: I will create a user-friendly Flask web application that uses your AI model, allowing you to interact with its intelligence and options: choose from a range of packages adapted to your budget and the complexity of your project. All packages include basic functionality, with options for advanced features

PHOTOS : My yard : My yard mocked up : Inspiration I'm in need of a professional landscape or garden designer to create a backyard hardscape design integrating: - A walkway - A round patio - Planting beds I'll supply photos to help guide the desired style and aesthetic of the project. All...backyard hardscape design integrating: - A walkway - A round patio - Planting beds I'll supply photos to help guide the desired style and aesthetic of the project. All components should be designed with the usage of pavers. Creativity in alignment, pattern, and layout is appreciated. The ideal freelancer will have experience in: - Landscape or garden design - Working with hardscape elements - Using pavers in design. The end output should include scaled drawings and renderin...

..."Invalid data" message, which is greatly disrupting functionality. To understand the complexity, my website is built on a modified codebase of this [PrivateBin system](). Please go to the site, look at the error and make sure its something that you can fix. Some key details: - I've made adjustments to the original code, though I can't recall if it involved user interface, feature functionality, or backend/database elements. - I need the problem resolved as soon as you can. The perfect candidate for this job would have PHP and JavaScript experience, as well as familiarity with the PrivateBin platform. Proven debugging and problem-solving skills will be needed. Knowledge of managing and modifying existing codes would also be highly beneficial.