Algorithm in computer sciencedela
...charging time while minimizing battery degradation. 3- Optimization Method: Implement the Legendre-Gauss-Radau (LGR) pseudo-spectral method. Use adaptive multi-mesh-interval collocation to transcribe the optimal control problem into a nonlinear programming (NLP) problem. 4- Algorithm Implementation: Convert the differential equations for each submodel into a numerical format compatible with optimization algorithms. Write the pseudo-spectral method for numerical optimization using libraries like SciPy for Python or built-in MATLAB optimization tools. 5- Optimization Execution: Define multiple test cases for minimum-time, minimum-aging, and balanced charging. Analyze results and generate insights regarding optimal tradeoffs between charging time and degradation. 6- Experimen...
...that I can run from terminal as part of your project for me. I DO NOT WANT to use Docker or any other idea that will isolate what I need to do from the Ubuntu 24.04 system I am using. Ideally, you will have done the same thing on your development computer proving that a small cobol program will compile and can be run BEFORE you send your efforts to me for testing. Finally, the package results you create should be capable of being copied to a usb so that the gnucobol package can be easily copied to other computers which, of course, you will detail in your instructions....
I'm seeking a social media manager adept in lead generation to maintain my business's Facebook and Instagram pages. The primary goal is to generate leads; therefore, the ideal candidate should possess strong marketer instincts in converting page visitors to potential customers. You'll be expected to: 1. Page Maintenance: Create and optimize both Facebook and Instagram pages, ensuring they align with our brand aesthetics. Graphic design skills are beneficial for this. 2. Content Creation: Weekly content writing mainly focused on business updates will be required. The ability to create engaging write-ups that keeps our audience informed, captivates new visitors and fosters an interactive community is essential. 3. Weekly Specials: One of your tasks will be to ...
I'm seeking a well-versed expert in Firebase and Cloud Firestore to migrate a small (<10MB) Firebase realtime database over to Cloud Firestore. Requirements for the developer to work on this project include: – Has their own computer and high-speed Internet connection. – Speaks, Reads, and Writes English well. – Can work from home without distractions. – Can use video conferencing - The ideal candidate should have a proven track record in successfully implementing security measures throughout database migration. - Experience with Firebase and Cloud Firestore is paramount, as the smooth transition with zero downtime is critical in this project. - Knowledge of optimizing database structure for better querying and scalability Th...
Data Science Expert for Modelling, Integration, and Correlation Tasks
...audience loves to invest time and money in fashion and beauty. Key Responsibilities: - Gaining genuine Instagram followers within the target demographic - Leveraging strategies that attract followers with specific interests in fashion and beauty Ideal candidate: The perfect freelancer for this project has: - Proven experience in social media growth, specifically Instagram - Expertise in identifying and engaging target demographics - A robust understanding of Instagram's algorithm and growth strategies - Skills in attracting followers with specific niche interests, particularly in fashion and beauty. This is a fantastic opportunity for anyone experienced in growing an Instagram account, targeting specific demographics, and...
...well-versed in quantitative Rietveld analysis and MAUD software. The project demands an in-depth phase analysis of TiO2 (Anatase) post grinding at various time intervals. - The project scope involves advanced microstructural analysis which requires both a strong background in materials science and a deep understanding of X-ray diffraction. - The X-ray diffraction data for all the TiO2 (Anatase) samples is already prepared and will be provided. - I am expecting a detailed report encapsulating complete inquiry outcomes including but not limited to grain size analysis, phase identification, and crystallographic texture. Ideal Skills: - Expertise in Rietveld analysis & MAUD software. - Proficient in X-ray diffraction data interpretation. - ...
The projec...control the cursor movement on a computer screen using the user’s eye movements. The system would use an eye-tracking device to monitor the user’s eye movements and pupil detection, head and eye tracking, cursor position prediction, calibration, performance tuning, and adaptive learning techniques to translate them into cursor movements. The system would be beneficial for individuals with physical disabilities or limited mobility, providing them with an alternative and accessible way to interact with a computer interface. The system would also offer a more natural and intuitive way to control the cursor using the natural movement of the eyes. The system would employ computer vision techniques provided by OpenCV, a library of programming functio...
I'm seeking an experienced YouTube expert to help with multiple facets of my channel. Key Responsibilities: - Channel Optimization: You will be tasked with optimizing my channel's layout, inc... The ultimate objectives of this project are to: - Increase Subscribers: Using your expertise, you will need to help me grow my subscriber base. - Generate More Views: Your video optimization skills should help increase the overall views. - Monetize the Channel: I aim to make this channel a profitable venture. Ideal qualifications for this position include a deep understanding of YouTube's algorithm, experience with video editing tools, and a knack for creating engaging content for a wide range of demographics. A proven track record of successful channel growth and monetiza...
...PPC for my Data Recovery Services in order to consistently appear within the top 3 results. The main objective here is to substantially improve our daily website traffic, thus driving sales. The campaign should be primarily targeted towards young adults aged 18-35: * Understand their preferences and how to best reach them effectively * Know how to tweak the language in the Ads to resonate with their experience Experience with website content creation is also essential: * Develop content that matches the PPC ads to provide a smooth transition for visitors * Content should also be geared towards the young adult demographic Skills and Experience: * Proven record in Google Ads campaign optimization for service-oriented businesses * Deep knowledge in...
I'm seeking a social media expert to help raise awareness of my brand among professionals, aged 25-45, on ...content that resonates with the audience and aligns with the brand's image - Implement strategic scheduling to optimize reach and engagement Ideal Candidate: - Proven track record in successful Facebook brand awareness campaigns - Proficiency in content creation and social media management - Understanding of the professional demographic on Facebook - Experience in scheduling and optimizing social content - Excellent communication skills I'm looking for someone who can take the reins on this campaign and ideally, has experience working with similar clients. A creative approach and a deep understanding of Facebook's algorithm and tools...
The primary task for this project is to verify files with the hash signatures of media files (MP3, MP4, JPEG) in a Windows environment utilizing a SHA-256 algorithm. Key Responsibilities: - Use SHA-256 hash algorithm for signature verification Required Skills: - Proficient in developing solutions for Windows - Experience in implementing SHA-256 hash algorithms - Expertise in media file (MP3, MP4, JPEG) processing - Solid knowledge in secure file handling and creation Please bid with confidence if you have the required skills and experience to complete this project.
Requirements attached in the chat box
I have a STEP and a STL for a CNC machine., also need a jpeg. The intended use of these files will be for CNC (Computer Numerical Control) machining. I'm looking for a skilled CAD designer who can provide the following: - Accurate and efficient conversion of the existing STEP file to STL format. - Ensure compatibility with CNC machine usage. Please note that the specific CNC machine details are not provided at this time. I'm looking for someone with proficiency in CAD design and understanding of CNC machine requirements. Experience in CNC machine programming and a solid background in mechanical engineering would be an added advantage.
I'm looking for an illustrator with a knack for cartoon style drawings to create between 10 to 20 images for a non-fiction book about brain science. The ideal freelancer would hold an interest in both science and art, with the ability to effectively meld the two together into engaging visual content. Experience illustrating for educational or non-fiction books would be a huge plus, as it's essential the illustrations accurately represent complex scientific concepts in a fun, easy-to-understand format. Please provide examples of previous work in your bid, especially any pieces related to science or education.
...of the OCR system. Work Flow: - Users should upload images/PDFs. The system will extract information and display it in LaTeX code. A preview will be shown below alongside the LaTeX code to verify the extracted data. - Users should be able to edit the generated LaTeX code if modifications are needed. They can then download the result as a docx, doc, or LaTeX file. Additionally, there should be a copy-to-clipboard icon for easy use. - An easy-to-understand UI will be appreciated. Key Skills: - Proficiency in Python programming language. - Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, or Keras. - Strong understanding of computer vision techniques and OCR algorithms. - Web development skills using frameworks like Flas...
Looking for a skilled designer experienced in creating minimalistic illustrations for my wellness journals. The journals revolve around various themes like health & fitness, mindfulness, meditation and holistic wellness inspired by yoga and modern science. Key Project Needs: - Ability to design clean, minimalist illustrations. - Design flexibility to tie in the different themes for each journal. - Capacity to use specific elements that align with the journal's theme, such as yoga poses, nature elements, wellness symbols, etc., and tell a story through design. Ideal Skills and Experience: - Previous experience with minimalistic design and illustration. - An understanding of wellness concepts, in particular holistic wellness, yoga and mindfulness. ...
I'm in need of an experienced Java Selenium APIs tutor to help me automate test cases for two business web applications. Requirements: - Expertise in Java programming and IntelliJ for test automation. - Proficient in Selenium and APIs, particularly in creating automation scripts. - Knowledge of Cucumber for implementing BDD framework. - Ability to guide and advise on the automation process. This is a collaborative effort, I'm looking for someone who can not only help automate my test cases, but also teach me how to do it effectively. Also due to Coles VPN and restricted access, the job has to be online with connecting to my computer either through meetings with share screen or sharing through git hub!
As I venture into a data science project, I'm seeking an experienced Stata user who has a strong understanding of databasing and spreadsheets. No specific task was defined, hence your role could range from data cleaning and preprocessing, data analysis and visualization to building machine learning models. Deep knowledge in handling structured data and working with databases and spreadsheets is essential in this project. Ideal Skills and Experience: - Strong Stata programming and data handling skills - Experience in data preprocessing and cleaning - Familiarity with data analysis and visualization techniques - Knowledge in machine learning model development is a plus - Previous experience working with structured data sets and databases would be h...
I'm looking for a content creator specializing for all subject from year 1 to to Alevel in all subjects (Maths, science, english, etc) for the UK market. We want you to search the content and copy paste into a data base Please share any relevant samples of your previous work or your approach to creating content for this specific grade level.
I'm seeking a creator skilled in 3D animation to craft an engaging educational video. The primary focus will be on the basic operations of lithium-ion batteries, coupled with illustrative aspects of how cooling systems work in sync with these technologies. Key Features: - 3D Animation: Highlighting a 3D animated view of the battery's structure and operation. - Basic Overview: The video should simplify the complex science of lithium-ion batteries and their cooling system into an easily digestible overview. - Target Audience: The video will serve as an educational tool for college students, so the content should be academically accurate, yet easy to understand for non-experts. Ideal Skills and Experience: - Previous experience creating animated educational...
I am in need of a skilled developer with experience in creating automated trading algorithms for the Interactive Brokers platform. The goal here is to design an algorithm that will execute trades according to a set of custom rules I've established. Key requirements and expectations for this project include: - The algorithm needs to be developed in Python - Trades should execute on Interactive Brokers and plot custom rules on TradingView. - Custom rules are provided by the client and not based on common indicators like Moving Average Crossover or RSI. - No manual intervention required; trades solely based on custom rules. - Experience in optimizing entry and exit orders for large orders or low liquidity scenarios required. - Trading signals, ...
I'm in need of a Spark Developer who has a good, intermediate level competence in Scala. Your primary task will include: - Processing and analyzing structured data similar to SQL databases. Given the nature of this project, prior experience with data processing and working with SQL databases would be a huge advantage. While performing machine learning algorithm implementation or real-time data streaming isn't explicitly required, any exposure to these areas would be beneficial.
...understanding and expertise in Vue 2.6. - Previous experience in creating and managing editable tables. - An adept knowledge of JavaScript and array manipulations. Appreciate bid from Vue.js experts who understand my requirements and can deliver a clean, user-friendly editable table element. "POSITIONS": [ { "ITEM": "Positions", "DATA": "Vice President for Research, MUSC", "DATE": "2016-2021", "ISSELECTED": true }, { "ITEM": "Positions", "DATA": "Interim Associate Provost for Research, MUSC", "DATE": "2014-2016", "...
NO AUTO GENERATED APPLICATIONS. THEY WILL BE DELETED. NOTE: I'M PAYING $2 PER ...WITH THAT RATE I want you to look at this personal portfolio site. Your job will be to evaluate the entire site and tell me any design issues, bug issues, UI or Flow problems, that need to be fixed. If you are a WordPress-Elementor developer, I can hire you to do the fixes as well. I'm looking for someone that can work immediately. REQUIRED: In your application tell me: 1. What computer & mobile devices do you own? Tell me the versions of the devices 2. What is the hourly rate I'm paying for this job? Are you okay with it? 2. Look at the site Tell me 2 problems you notice with the site, 3. Are you a wordpress-elementor developer? If no, its okay.
...- Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, concise explanations of various machine learning algorithms - Interactive elements such as quizzes, exercises, and visual demonstrations to enhance the learning experience - User-friendly design that is accessible and engaging for beginners - The ability to track user progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have done...
...Requirements: • detail oriented • collage degree is required • Accessibility to email and knowledge of using ( computer & phone ) and MS Office • Ability to multitask and prioritize tasks effectively. • Excellent communication and customer service skills. • Candidates should live in Europe (all European countries), North America (US or Canada) and / or South America (Argentina, Colombia, Paraguay, Uruguay or Mexico). • No previous experience is required as Property Manager Required job skills fast accurate and specialized members. mandatory to pass a short trial test / finish a task, that could last between 2-4 hours, with the possibility of extension to up to 1 week, if the candidate is involved in other projects, or not...
...will be in charge of having healthy product releases which do work without problems. Type -no mistakes- in your bid so we know you have actually read this description. You will be responsible for: - Overall quality of all project deliverables and prerelease versions, making sure they are problem free. - Planing, creating, executing tests to identify problems in the product. - Recording and analysing bugs and errors found during tests. - Tracking fixes of found issues. - Processing and replying to issue reports coming from Client and Users. You are expected to have - Fluent in written and spoken English. - Minimum of a bachelor degree, preferably in a Computer Science related discipline. - 7+ years of work experience in...
I'm in need of a versatile data engineer who can tackle various aspects of data analysis, AI development, and data engineering. - The ideal candidate should be proficient in Python and knowledgeable about Machine Learning algorithms, as these will be crucial to the AI development aspect of the project. - Sound experience in working with structured databases (e.g., MySQL, PostgreSQL) is essential. Introduction: Join our team as a Data Engineer, where you'll have the opportunity to contribute to cutting-edge projects and drive significant advancements in data analysis and machine learning. We are looking for a highly skilled professional who thrives in a dynamic environment and is passionate about transforming large volumes of data into actionab...
I need support in refining my existing algorithms. The aim is to enhance the accuracy of detecting parking lines within a Windows environment. Candidates demonstrate: - Deep understanding of C++ programming - Experience with parking spaces detection algorithms Your objective would include: - Fixing the issues related to the accurate detection of both parallel and angled parking lines. - A focus on increasing the overall accuracy of the algorithm Experience with computer vision and signal processing would be an asset.
I am in need of a seasoned SEO expert to execute strategies that will boost my website's organic traffic primarily on Google. Key Project Deliverables: • Develop and execute a comprehensive SEO strategy. • Main focus: Increase organic traffic from Google within a month. Ideal Freelancer: The perfect candidate for this project will possess the following skills and experience: • High proficiency in SEO, with a solid understanding of Google's algorithm. • Proven track record of improving organic traffic on Google. • Capacity to deliver result within a month. Please note that the progress of your tasks will be gauged based on the increase in Google organic traffic. Therefore, applicants should have prior experience in...
I'm in need of a skilled data scientist with a strong background in deep learning. The primary goal of this project is to implement and develop a sophisticated product recommendation system, leveraging deep learning techniques. Key Responsibilities: - Conducting data analysis to identify patterns and insights - Implementing and fine-tuning deep learning models for recommender systems - Working on a product recommendation system Ideal Skills and Experience: - Proven experience as a data scientist, particularly in the field of deep learning - Strong knowledge of recommender systems and their applications - Proficiency in implementing deep learning models for complex tasks In summary, the successful candidate will be responsible for developing a rob...
I'm in search of a dedicated and skilled individual to conduct thorough and thoughtful product research for me. The job entails researching products across a variety of categories on Amazon, with the aim of identifying promising product ideas. These ideas should meet the following criteria: - High demand: Products with a demonstrated and sustained demand on the platform - Low competition: Products that aren't overly saturated on Amazon - Profit margins: Products that offer substantial profit potential - 100% successful launches in past 90-180 days Your task will be to generate 5 such ideas for me, presented in an organized and easy-to-understand manner. Ideal skills and experience for this job include: - Proven experience in product research, idea...
I am seeking an Instagram manager who can assist in niche targeting for my project. Our audience comprises of both males and females, specifically in the age group of 20-34 who are passionate about anime. To successfully help with this project, below are some skills and experiences that would benefit: - Previous experience in Instagram management - Familiarity with the anime culture - Understanding of youth trends among young adults - Ability to create appealing, anime-themed content - Good grasp of the Instagram algorithm for targeting specific niches Your main role will be to generate engaging content that resonates with our audience, maintain activity, and attract followers within the target demographic.
Role Overview: We are working on a project a...working on a project and seeking a highly skilled individual with a strong background in deep learning and computer vision. This role involves developing advanced computer vision models, including CNNs and Vision Transformers, vision-language models, and large language models (LLMs). The ideal candidate will have extensive experience in Python and PyTorch. Skills Required: - Theoretical and practical knowledge of deep learning, specifically CNNs, Vision Transformers, vision-language models, and large language models. - Proven experience in Python programming and frameworks such as PyTorch; familiarity with PyTorch Lightning is preferred. - Demonstrated capability in research. A record of publications ...
...involves harnessing GPU capabilities to act as a node in a blockchain network. This promises to be an adventure into the world of blockchain technology, distributed consensuses, and GPU programming. Precisely, I need somebody with experience in the following: - Understanding blockchain basics. No prior experience with blockchain is necessary, but it would be advantageous. - Implementing Proof of Work as the preferred consensus algorithm in our project. - Being adept at CUDA GPU programming techniques, we will mainly focus on memory optimizations, asynchronous operations, and multi-threading tasks. For this project, proficiency in GPU programming and a deep understanding of distributed system principles will be crucial. Your theoretical knowledge ...
I need voice assistant software that operates on Windows. The tool should be able to interact with users through voice commands and assist in carrying out everyday tasks. My focus is to have a voice assistant that is both functional and easy to use, but I would be willing to work through the learning curve if needed. When the user opens the program, it should be possible to use it with/without an account. I will teach the program to do actions. It should be possible to memorize actions to send to another user by email as a computer file. I would change the names of buttons on settings. 7 days will be free to use it, but later it should be possible to use the program only after payment by card. Key Functionalities: - Set reminders: The voice assistant should be able to set re...
...learning and AI expert to develop a cutting-edge algorithm that will predict tennis match outcomes. The project will also involve creating a user-friendly, interactive website platform to display the predictions. Key responsibilities include: - The successful algorithm should consider various factors such as player performance statistics, match history, and court surface to make precise predictions. - The website should be designed in a way that enables easy navigation and interpretation of the provided data and the outcomes predicted by the AI. Ideal skills and experience: - Extensive experience in machine learning algorithms and artificial intelligence. - Proficient in website design for an interactive user experience. - Preferably, experience ...
Looking for a skilled designer experienced in creating minimalistic illustrations for my wellness journals. The journals revolve around various themes like health & fitness, mindfulness, meditation and holistic wellness inspired by yoga and modern science. Key Project Needs: - Ability to design clean, minimalist illustrations. - Design flexibility to tie in the different themes for each journal. - Capacity to use specific elements that align with the journal's theme, such as yoga poses, nature elements, wellness symbols, etc., and tell a story through design. Ideal Skills and Experience: - Previous experience with minimalistic design and illustration. - An understanding of wellness concepts, in particular holistic wellness, yoga and mindfulness. ...
...contractor may request specific piece of content based on their understanding of the needs. Essential Skills Required: • SEO Techniques: Experienced in white-hat SEO tactics and abreast with latest algorithm changes. - Proven experience in generating leads through SEO - An understanding of evolving search algorithms on Google and Bing • Analytical: Capable in drawing insights from SEO data and fine-tune tactics based on the insights. Scope: - Primary focus on Google and Bing search engines - Implementation of efficient SEO methods to improve rankings - Reporting on SEO efforts outcomes. Ultimately, my goal is a noticeable improvement in website visibility within the industry market, translating to increased lead generation. Your contrib...
I'm looking for an AI programmer, who's proficient in Python and experienced in Natural Language Processing, Machine Learning Algorithms, and Computer Vision. The primary goal of this project is to automate a series of processes. Key Responsibilities: - Utilize Natural Language Processing to understand and interpret human language for automation. - Develop and implement Machine Learning Algorithms to improve the automation process. - Apply Computer Vision techniques to recognize and process visual data. Ideal Skills: - Proficiency in Python is a must. - Proven experience in Natural Language Processing, Machine Learning Algorithms, and Computer Vision. - Strong problem-solving skills and the ability to work with complex algorithms...
I'm looking to develop a remote desktop application that is usable on both Windows and Mac systems. The ma...efficient file transfer functionality is essential for this application. Users should be able to seamlessly exchange files between connected devices. - Remote Control: The application must provide a user-friendly remote control mechanism, allowing users to take control of a remote computer and perform tasks as if they were sitting in front of it. The application should be robust enough to handle 11 to 15 simultaneous connections, without compromising on performance or security. The ideal candidate should have experience in developing similar applications and have a strong understanding of multi-platform development. Prior experience with remote desktop app...
I'm in need of a professional who can offer expertise and assistance across three different areas - passport and visa matters, and technology solutions. - **Passport Assistance and Visa Application Support**: The ideal candidate should be able to streamline the passport and visa application process. Having a thorough understanding of the processes and requirements of these applications is a must. - **Computer Troubleshooting**: In addition to the aforementioned, I'm looking for someone who can also act as a tech support provider. The goal is to resolve any technical issues I may encounter while also optimizing the performance of my computer. This could involve troubleshooting, software installations, updates, and system maintenance. - **Data Securi...
I am experiencing some issues with the edge and line detection in my image processing algorithm, specifically implemented in C++. The algorithm currently utilizes the techniques of Hough Transform and Canny Edge Detection, but is not performing optimally. Here's where I need your expertise: - Correcting the edge detection issues - Enhancing the accuracy of line detection Ideal candidates should possess: - Proficiency in C++ - Strong working knowledge of image processing algorithms in C++, especially Hough Transform and Canny Edge Detection - Proven track record of debugging and improving algorithm efficiency and accuracy
Description: We are seeking an experienced Kotlin developer proficient in building advanced video players and integrating them with Flutter applications using platform channels. The ideal candidate should have a strong background in Kotlin development, with a focus on optimizing video playback performance and implementing precaching functionalities. Additionally, experience with Flutter and platform channel communication is essential for this role. Responsibilities: Develop a custom video player in Kotlin that meets specific requirements and performance criteria, with a focus on implementing precaching functionalities. Implement advanced features such as video playback controls, streaming support, offline caching, and precaching. Integrate the Kotlin video player sea...
I'm in need of a comprehensive literature review focused specifically on two aspects of Animal Science: Animal Physiology and Animal Nutrition. The title is on how a specific plant extract can influence the fatty acid profile and colour of mutton. Key tasks include but are not limited to: - Exhaustive research and review of existing, relevant studies and literature on both Animal Physiology and Animal Nutrition. - A clearly organized, concise, and properly cited literature review in APA format. - No plageorism - I have completed most of the work so I will need help to complete the final pages of my litriture review. - You are allowed to enhance my work I have done thus far. Ideal candidates will possess: - Proficient research skills with experience in...
I am in need of a data science professional with a deep knowledge in creating models, integration analysis, and correlation. The successful candidate will be responsible for: - Working with data from databases - Conducting thorough integration analysis - Establishing correlations Ideally, the freelancer should possess extensive experience working with databases and have a knack for identifying patterns and trends. As I strive to optimize processes and make informed decision-making, a track record in similar projects is highly beneficial. N.B. Predictions or forecasts are not required for my project.
I am looking for a highly knowledgeable professional in the field of software engineering, possessing a PhD in computer science. This project requires expert skills in: - Software Requirement Classification, Deep Learning - Technical Writing The task at hand includes high level technical writing, utilizing your extensive knowledge in software engineering to produce comprehensive content. The ideal candidate should have proven experience in this specific area of computer science, with a strong background in academia and, ideally, technical content creation. Your role will involve presenting complex information in a clear, concise manner, with the ultimate goal of producing high-quality content. Your deep understa...
I'm looking for a dynamic, creative motion graphics designer to help create educational content aimed at making science more engaging and understandable to everyone. Key Requirements: - Experience in creating educational motion graphics, ideally in the field of science. - Ability to translate complex scientific concepts into clear, concise and engaging visuals. - Considerable understanding of designing content for a wide range of audience, especially those without a science background. Your innovative approach to design and ability to engage varied audiences is key to the success of this project.
