개인적으로 교육연구에서 자주하는 (통계)분석 몇 개를 자동으로 할 수 있는 간단한 R 패키지를 만들고자 합니다. 테스트데이터(Treatment/Control 그룹 사전/사후 데이터 셋(csv 파일)을 종류별로 인식하여 읽어들이고, 사전데스트/사후데스트로 구분할 수 있게 변수명을 바꾸고 (예: 수집된 데이터 문항 Q1, Q2, Q3...로 되어 있는데요, 사전테스트 데이터면 Q1_pre, Q2_pre, Q3_pre...로, 사후데이터면 Q1_post, Q2_post, Q3_post...로 변환), 해당 데이터별로 제가 이미 만들어 놓은 스크립트를 돌려 (Item Analysis, ANCOVA 등의) 분석을 자동 시행하고 결과를 출력하도록 하는 간단한 패키지입니다. 데이터셋을 종류별 구분해서 읽어들이는 것이 관건인데, 제가 이 부분에서 애를 먹고 있는 중입니다. 사용자로부터 (treatment pre, treatment post, control pre, control post) 인풋을 받아 If, For 등의 Function을 쓰면 될 듯 한데 (저의 짧은 소견입니다^^;), 제가 아직 R 함수에 익숙치 않아 주로 이 부분을 R 전문가의 도움을 받고자 합니다. 구체적으로 무엇을 구현하려고 하는지는 지금까지 제가 만들어 놓은 스크립트와 관련 문건들을 파일로 참고하시면 되실 듯 합니다. 다시 한번, 도움주실 내용의 핵심은 4종류의 데이터셋을 구분하여 읽어들이는 스크립트/함수가 되겠고요, 두번 째로 중요한 것은 스크립트가 완성되면 분석별로 스크립트를 묶어 함수화하는 것이 되겠습니다. 참고로, Item ...
한국 인터넷 사이트를 외국인한테 설명하는 글을 써주세요. 모든 단계를 다 설명해야 합니다. 스크린샷도 첨부하면서 영어로 설명하면 됩니다. 1. I need a Korean freelance or speak Korean for a project. 2. please only people who are from Korea or who speak good Korean.
Locate a company worth investing in Germany. The selection of "good to great" by Jim Collins basis. The final selection of firms draw less than 10 . Please note of the recent trend ROE and dividend payout ratio of over five years to research information. Photos and character analysis of the current CEO is also required. Please direct investment is possible and include information on whether the current share price is appropriate. All materials are sure to leave with an English translation of the original and smooth. 독일에 주식투자할만한 기업을 찾습니다. 짐콜린스의 "good to great"을 기본으로 선정합니다. 최종 선정 기업들은 10개 이내로 추립니다. 조사내용에 최근 5년동안의 ROE 추이와 배당성향을 적어주십시오. 현재 CEO의 사진과 인물분석 자료도 필요합니다. 직접 투자가 가능하고 현 주가 시세가 적절한지 여부도 내용에 포함에 주십시오. 모든 자료는 영문원본과 매끄러운 번역본을 함께 남겨주십시오.
Locate a company worth investing in the United States, Japan, China, Hong Kong, Germany, the United Kingdom and Australia. The selection of "good to great" by Jim Collins basis. The final selection of firms draw less than 10 per each additional countries. Please note of the recent trend ROE and dividend payout ratio of over five years to research information. Photos and character analysis of the current CEO is also required. Please direct investment is possible and include information on whether the current share price is appropriate. All materials are sure to leave with an English translation of the original and smooth. 미국, 일본, 중국,홍콩, 독일, 영국, 호주에 주식투자할만한 기업을 찾습니다. 짐콜린스의 "good to great"을 기본으로 선정합니다. 최종 선정 기업들은 각 국가당 10개 이내로 추립니다. 조사내용에 최근 5년동안의 ROE 추...
We are looking for freelance Pilates Instructor for Demonstration at IHRSA 2014 exhibition in San Diego CA. 2014 Working Time: 10.00 a.m. - 05.00 p.m. $30 per/hour We prefer a person who lives in San Diego. 안녕하세요. 저희 케어 필라테스에서 IHRSA 2014에 함께 하실 필라테스 강사분을 모십니다. 근무시간은 14일 오전10:00부터 오후05:00까지이며 시간당 $30을 지급할 예정이나 조정 가능합니다. 로 자세한 사항 문의 바랍니다.
...who is well-versed in SourceExtractor for a data analysis project. This task involves analyzing data from various sources, which could include databases, spreadsheets, and text documents. The data extraction process is crucial, as it will pave the way for the analytical phase. Therefore, you should be adept at data extraction and have extensive experience working with SourceExtractor. Your role will include: - Extracting data from multiple sources, including databases, spreadsheets, and text documents - Analyzing the data using statistical methods, if possible - Creating visualizations of the data for easy understanding In terms of skillset, you should be well-versed in SourceExtractor and have a proven track record of successf...
...platform needs to have specific features. In particular, live Q&A sessions and breakout rooms are a must. These will help to keep the audience engaged and foster interaction. Ideal Skills and Experience: - **Event Planning**: Previous experience in planning virtual events, particularly educational workshops, will be highly beneficial. - **Market Research**: A knack for market research and competitor analysis will ensure that the event is tailored to the current trends and audience preferences. - **Virtual Event Platforms**: Familiarity with different virtual event platforms and their interactive features is a plus. It will be essential to set up and manage the event effectively. If you have a creative mindset, experience in event planning, and a passion for engaging audien...
Looking for someone with distinct expertise in web development, content creation, and SEO. Ideally I require - Proficient website design and development skills - Content creation for blog posts - with a focus on increasing traffic - Mastery in keyword research and analysis for SEO optimization The main goal is to create blog content that will drive traffic and engage readers. A good understanding of inspiring and traffic-increasing content is key.
I am looking for an experienced WordPress designer who can contribute to boosting the performance of my website. Additionall...who can contribute to boosting the performance of my website. Additionally, a candidate who excels at enhancing SEO via backlink analysis is desired. Key Responsibilities: - Optimize the performance of my website to increase its speed and efficiency, enhancing user experience. - Create and implement an effective backlink analysis strategy to improve and maintain our SEO rankings. Skills: - Familiarity with WordPress platform - Track record in performance optimization - Strong understanding of SEO, particularly backlink analysis Experience: - Prior experience managing and optimizing WordPress sites - Proven background in SEO enhancement t...
We are in need of a skilled freelance designer, proficient in Adobe Illustrator or Coral draw, to design vivid, colorful labels and cartoon boxes for our product. The ideal candidate will share a passion for bright, eye-catching designs that captivate consumers and represent our product's enthralling charm. Primary Duties: - Create vibrant, engaging product labels - Design colorful dieline to print customised cartoon box Qualifications: - Exceptional skills in Adobe Illustrator or Coral draw. - Proven experience in vibrant, colorful design Please present your previous work in vibrant and colorful styles when bidding.
I'm in need of a skilled IHT software specialist to assist me with various tasks. - **Tasks**: You're expected to perform various tasks using IHT software. This includes managing and integrating the system, as...with some examples of the work I need to be performed. This will help you better understand the requirements and align your expertise accordingly. - **Skills Needed**: Experience with Heat and Mass Transfer is a must. You should be familiar with the various aspects, particularly flow, laminar, and parallel. - **Healthcare Experience**: While not mandatory, previous experience with healthcare data analysis, electronic medical records, and patient monitoring systems would be a huge plus. Please reach out if you feel you have the relevant skills and experie...
... create a separate error log with timestamps. Any errors can be monitored at this location: 'C:UsersKALAVANIDesktopabi-py'. For monitoring played video ads, create a separate video ads log that includes the video name, the number of times it's played, and the date and time that the video was played. Store this data in 'C:UsersKALAVANIDesktopabi-py'. Ideal skills include: - Expertise in Python - Proficient in data analysis, web scraping, automation - Knowledge in data manipulation, text processing, file parsing - Experience with Django and Flask would be beneficial, but it's not mandatory Think you're up for this open-ended task? Swing by with your relevant experiences and your approach to such a project. Looking ...
I'm in need of an Astrophysics...who's well-versed with SourceExtractor software. The project entails tasks related to the use of SourceExtractor software, but specifics haven't been defined. As a freelancer, you will be required to: - Interpret astronomical images and data - Run SourceExtractor software for data analysis - Perform data measurements and cataloging - Analyze and interpret the results The ideal candidate should have: - A solid background in Astrophysics - Extensive experience with SourceExtractor software - Strong data analysis skills - Ability to interpret astronomical data - Good communication skills and ability to present results If you're an expert in this field and have experience in managing simil...
I'm in need of an Astrophysics...who's well-versed with SourceExtractor software. The project entails tasks related to the use of SourceExtractor software, but specifics haven't been defined. As a freelancer, you will be required to: - Interpret astronomical images and data - Run SourceExtractor software for data analysis - Perform data measurements and cataloging - Analyze and interpret the results The ideal candidate should have: - A solid background in Astrophysics - Extensive experience with SourceExtractor software - Strong data analysis skills - Ability to interpret astronomical data - Good communication skills and ability to present results If you're an expert in this field and have experience in managing simil...
...LinkedIn advertising, backed by strong skills in tracking technologies and data analytics to optimize campaign performance. Immediate Goal: Boost inbound calls and bookings via targeted, technologically advanced advertising campaigns. Ensure these campaigns resonate with our target audience to drive immediate action and long-term engagement. Key Responsibilities: Advanced Google Ads Management: Strategy and Setup: Provide a detailed description of your approach to structuring our Google Ads account. Explain how you will develop campaigns, ad groups, and keyword strategies. Include your methodology for leveraging Google's latest features like responsive search ads, AI-driven bidding strategies, and real-time data for adjustments. Innovative Features Usage: Detail...
I'm keen on improving my website's search engine rankings on Google, particularly through keyword optimization. Here's what I'm hoping to get out of this project: - Significantly improved visibility on Google's Search Engine Results Pages (SERPs) - Expert analysis and utilization of keywords to boost my website's ranking - Guidelines on incorporating these keywords organically into the existing website content The ideal freelancer for this project should have: - Extensive SEO expertise, particularly in keyword optimization - A solid understanding of Google's algorithm and ranking system - Proven track record of increasing website ranking on Google Please note that this project is not about driving immediate traffic or sales. It's about lay...
...LinkedIn advertising, backed by strong skills in tracking technologies and data analytics to optimize campaign performance. Immediate Goal: Boost inbound calls and bookings via targeted, technologically advanced advertising campaigns. Ensure these campaigns resonate with our target audience to drive immediate action and long-term engagement. Key Responsibilities: Advanced Google Ads Management: Strategy and Setup: Provide a detailed description of your approach to structuring our Google Ads account. Explain how you will develop campaigns, ad groups, and keyword strategies. Include your methodology for leveraging Google's latest features like responsive search ads, AI-driven bidding strategies, and real-time data for adjustments. Innovative Features Usage: Detail...
I'm currently seeking an experienced individual who can assist me in determining the total cost required to get my GoFundMe campaign the right audit and generate the donations I need to rebuild my home. Key Tasks: - Estimate total costs needed for the campaign - Provide a comprehensive audit and financial analysis to ensure the success of my GoFundMe - Develop and execute a strategic marketing and promotional plan to target the general public sympathetic to home rebuilding stories Ideal Skills and Experience: - Proven experience with successful GoFundMe campaign management is required - Strong financial background and previous experience in conducting audits - Proficient in social media marketing and promotion, especially on platforms like Facebook and Instagram - Strong und...
...skilled data entry freelancer to help me with the entry of text data from digital files. The entered data will be utilized for analysis purposes. Key Responsibilities: - Transferring text data accurately from digital files into a specified format - Ensuring the data is entered completely and error-free - Maintaining data confidentiality and security The ideal candidate for this project: - Has a proven track record in data entry, specifically with text data - Is meticulous and detail-oriented, with strong organizational skills - Has the ability to handle potentially repetitive tasks with accuracy and efficiency - Understands the importance of data confidentiality and is committed to upholding it Your successful com...
I require a skilled Visual Basic developer to create a Windows application for my specific pr...require a skilled Visual Basic developer to create a Windows application for my specific project needs. Key Requirements: - Develop a user-friendly Windows application - The application should primarily focus on data analysis and reporting Ideal Skills: - Proficiency in Visual Basic - Experience in building Windows applications - Strong understanding of data analysis concepts - Capable of creating effective reporting mechanisms Please note that the specific details of the data to be analyzed and reported on will be shared upon hiring. genera un datagridview con 120 fechas a partir de una fecha dejando en blanco los viernes sabados t domingos mas los...
Hola. Necesito impulsar una página web de servicios a los primeros resultados en los motores de búsqueda. Mi objetivo es incrementar la visibilidad de mi sitio web y mejorar el tráfico orgánico. Aspectos esenciales del proyecto: - Keywords Research. Investigación y uso estratégico de palabras clave relacionadas con mis servicios específicos será fundamental en este esfuerzo. - Estudio de competencia. Para conocer las mejores palabras clave a utilizar, ser ocmpetitivos y superar a la competencia. - Arquitectura web. Esquema general de keywords para la web. Mapa de estructura de palabras clave, jerarquía, keywords ideales para optimización de estructura de...
...Questions: The software should be capable of administering multiple-choice exams. - Randomized Questions: I need the question order to be randomized for each test take to guarantee integrity. - Exam Timer: An essential feature is a timer that will track the duration of each exam. - Instant Results: The software should provide the score results instantly after the exam. However, a detailed analysis of the results is not necessary. - Single Account Use: It will be sufficient to have a single user account for all users. Separate user registration or individual accounts are not required. Expertise in software development, particularly for educational applications, is a must. Knowledge of Windows OS and user interface design will be considered a plus point. The successful appli...
Se realizaran cinco presentaciones de prezi en total de 66 laminas.
As an investor, I require a CFA-qualified professional to assist with complex bond pricing tasks. Specifically, my investment portfol...to assist with complex bond pricing tasks. Specifically, my investment portfolio focuses on municipal bonds and I am keen on better understanding their quantitative pricing. Key tasks will include: - provide spreadsheet with all cash flows and formula - extrapolate discount rate using forward sofr and muni curve - The perfect candidate will have a strong background in quantitative investment analysis, a solid understanding of bond markets, and proven experience in pricing municipal bonds. In-depth knowledge and practical application of quantitative pricing models will also be highly advantageous. In the end, I just want excel spreadsheet delivere...
I need expertise to value a floating-rate municipal bond using discounted cash flow (DCF) analysis. The purpose of the project is to inform investment decisions, though the specific details need not be disclosed. This project focuses on municipal bonds, and the financial data to be used in bond pricing include interest rates, municipal curves, and liquidity adjustment parameters. Required Skills & Experience: - Expert knowledge in valuation methods, specifically DCF analysis - Understanding of municipal bonds and how they operate - Financial analysis ability to apply interest rates, use municipal curve data, and adjust for bond liquidity - Experience with risk management, as understanding the implications of different potential outcomes is key to thi...
I Need help in statistical analysis and report. The analysis need to be done using JMP. We can discuss price on basis of work involved.
In need of a well-rounded expert in Tableau to help me in visualizing a range of data sets including sales data, customer engagement data, and market analysis data. I believe that this task calls for a wide range of data visualization skills and it's crucial that you are efficient in creating all sorts of charts including bar charts, pie charts, line graphs, among others. To fully capture my vision and needs, the ideal freelancer must have: - Advantaged skills in Tableau for data visualization - Expertise in visualizing sales data, customer engagement data, and market analysis data - Proficiency in creating diverse chart types: from bar charts, pie charts to line graphs.
necesito el modelado de 13 caras inspiradas en las fotos que voy a enviar a continuación, el modelado debe ser solo el busto como una de las imágenes que voy a enviar, el rostro del joven que esta torcido hacia un lado seria remplazada por la foto del rostro similar pero mirando de frente, las características del detalle del pelo son muy importantes porque son caracteristicas del estilo
I have some duplicate data that need to be copied to different sheets. - The project entails copying the duplicate information into different sheets. - The reasoning behind organizing the data into separate sheets is so that I can perform statistical analysis on each set distinctly. This will enable me to have cleaner and clearer results, helping in decision making. Ideal Skills: - Proficient in Excel or any other data manipulation software - Experience with data entry and copying
I'm looking for a Stata expert to help me with my predictive analysis project. Key Requirements: - The primary task will be to make group base trajectories - You will also need to group/categorize the data effectively. Please make sure you are familiar with Stata and have experience with similar projects.
Estamos procurando um freelancer experiente em design e desenvolvimento web para criar um website profissional para nossa pequena empresa. O site deve ser responsivo, fácil de navegar e refletir a identidade da nossa marca. Ele deve incluir as seguintes páginas: página inicial com informações sobre a empresa e seus serviços, página de produtos/serviços com detalhes e fotos, página de contato com formulário de contato e informações de localização. Além disso, gostaríamos de integrar um sistema de gerenciamento de conteúdo para facilitar futuras atualizações.
Necesito pasar 300 anuncios de mi tienda web a ebay
... trackers, and databases - specifically the automation of processing and linking data from various inputs across multiple-departments within my construction company. We currently have multiple forms, trackers, and databases that have daily inputs from multiple field personnel and back-of-house departments. The workflow on my projects requires intricate and dynamic workflows that involve multiple individuals and departments. I am in the early stages of making "smart" tools for automating the transfer of information between those departments: linking the data, defining "trigger" events, and processing data from various inputs into "smart" trackers. I have a clear outline of what I want to accomplish - what data I need, who I need i...
...Excel template and Data - you product financial Statement with filled out excel based on data given We need an expert Freelancer to enter basic financials data to attached financial Projection in Excel and produce a profit loss statement based on this Excel attached and the data of company projected Revenues and expenses Simple if you have done it before You will send us back the filled out excel with sheet tabs including the Financial Planning Tab and Profit Loss. Budget is $200 - $300 +/- Very Simple just summarize and detail the data correctly any questions or data you need for this ( not given in attachments in zip ) we will give you You need to put all Hungarian Forint Currency Do the conversion from Euro as shown in the renew breakdow...
I'm in need of an experienced developer to bring my SQL codes with the triggers to life with a well-designed Apex Oracle application. The app is expected to have the following features: - Implementing data entry forms that are intuitive and user-friendly. - Developing robust data analysis reports that provide valuable insights in an easy-to-understand format. - Setting up a comprehensive user authentication and security system. - Creating a visual design that aligns with my company's corporate branding while also being colorful and vibrant. - Ensuring the application is responsive and works seamlessly on both desktop and mobile devices. - Implementing an efficient navigation and information architecture to enhance user experience. The ideal candidate for th...
...navigating the legal procedures and requirements for setting up a business in KSA. - Service Offering Development: I'm aiming to offer a range of services including financial planning and analysis, cash flow management, and strategic business planning. I need an expert who can help me develop these services that align with the needs of medium-sized enterprises and the regulatory environment of Saudi Arabia. Ideal candidates for this project would have: - Previous experience in setting up or working with a Virtual CFO services business in Saudi Arabia - Strong knowledge of financial planning and analysis, cash flow management, and strategic business planning - Good understanding of the Saudi Arabian business environment, particularly with regards to medium-sized ent...
...Integrate APIs to provide real-time property search results. - Streamline Real Estate Data: Automate data updates from MLS databases like Zillow, and potentially others. Ideal Skills: - WordPress Development: Experience in working with WordPress sites and integrating APIs. - Chatbot Development: Proficiency in building and configuring chatbots using latest technologies. - Real Estate API Integration: Proven track record with RETS and MLS APIs, particularly Zillow. Please provide examples of similar projects you've completed, and discuss your experience with ChatGPT or similar AI models, and your familiarity with real estate data and APIs. <————————————————&mda...
...deploy a pre-built (they own), responsive website for my healthcare data consulting business. This site is integral to demonstrating my data analysis services in an efficient, captivating way. Key Features: • Integration with PowerBI: As PowerBI forms a significant part of my operation, integration with this service is crucial. • Portfolio Section: An area to showcase previous data analysis projects is equally important in demonstrating my value proposition to a would-be client. • Contact Form: An easily accessible form enabling site visitors to get in contact, streamlining customer interaction. Ideal Skills and Experience: • Proven experience designing and deploying responsive websites, preferably with a focus on data ...
I need your expertise in classifying a set of numerical data. My project requires an understanding of Decision Trees for successful implementation. Key requirements are: - Deep understanding of Decision Trees/Deep learning - Proficiency in numerical data analysis - Proven experience in data classification Expected Results:- - More than 90% precision for class 1 - More than 20% recall for class 1 here is the dataset: Having the skill to interpret and classify my existing dataset accurately, you will secure this project. Looking forward to a fruitful collaboration!
I am in the early stages of my healthcare startup and am in need of a compelling Investor Pitch Deck to secure funding. The main purpose of this deck is to attract potential investors who are interested in the healthcare industry. Key points in the pitch deck: - A clear and concise overview of my business model, including the problem I'm solving and my solution. - Market analysis and the opportunity for growth in the healthcare sector. - Financial projections and the potential return on investment for potential investors. The ideal candidate for this job will: - Have prior experience in creating successful pitch decks for startup companies. - Understand the nuances of the healthcare industry and can effectively communicate its potential. - Be able to work closely with me to...
I'm seeking an experienced analyst to apply ImageJ techniques on specific samples, which include DNA, chemical ...project will involve: - Measurement and quantification of the samples, including the calculation of bond lengths and symmetry. - Providing numerical values as output. - Describing the methodology used for analysis. - Must have science background 1)Bond lengths and symmetry of a graphene lattice 2)Width a carbon nanotube 3) Dimensions of a benzene ring symmetry and bond lengths 4) dimensions of a mica lattice symmetry 5) dimensions of a crystalline inorganic material Size of a single polymer 6)Width of a DNA molecule Substantial knowledge and experience with ImageJ, biological and chemical analysis, and the ability to articulate complex methodologies are es...
Necesito un diseñador que pueda maquetarme un libro de 14 páginas word en un ebook que alcance una media máxima de 25 páginas. Se valora para la contratación: - Se valora uso de adobe illustrator o indesign con buen manejo de capas y buena organización. - Uso de fotografías con licencia no genéricas. - Hablante nativo español. - No escribir la propuesta de manera robotizada, (si tengo tiempo para presentar mi propuesta debes tener tiempo para leer y responderme un mensaje personalizado) El resultado debe ser un diseño inspirado en ideas atractivas como la que adjunto. Tu propuesta puede ser de dos formas: 1. Asistencia solo esquematizado sin fotos dejando espacio par...
Bonjour, Je souhaite créer un logiciel afin de retranscrire un échange vocal. Le logiciel serait simple d'utilisation, avec une reconnaissance vocale afin que l'échange soit bien retranscrit. Par exemple, la personne qui l'utilise entre son prénom et le logiciel demande alors un échantillon vocal afin d'associer les bonnes phrases au bon prénom. Il en va de même pour tous les participants. À la fin de l'échange, un simple copier-coller doit être possible sur l'ensemble de l'échange (un bouton « copier l'ensemble » serait idéal). La conversation doit aussi pouvoir être sauvegardée à tout moment par un simple bo...
Edición de Reels, incluir subtitulos, transiciones, elementos gráfico a videos que duran dentro 15 y 45 segundos
We are looking for a seasoned specialist committed to elevating our online Visibility. The underlying aim is to encompass the enhancement of website traffic, and search rankings with an effective SEO strategy. Please only apply if you have experience in SEO Copywriting and are ready to start work immediately. Ideal Candidate Traits: - Proficient in Keyword Research/Analysis - Skilled at On-page SEO Optimization - Know The Helpful Content Optimization - Demonstrable success in Increasing Website Traffic - Proven track record in Improving Search Rankings - Highly efficient and able to start immediately. To Apply: Please append links to examples of past work that mirror the proficiency I seek. Let's take our digital footprint to the next level, together.
...files. The two main aspects I'm interested in are network traffic analysis and packet filtering. Key Responsibilities: - **Network Traffic Analysis:** The professional will need to thoroughly analyze the network traffic recorded in the PCAPNG files. This analysis should be aimed at optimizing the network performance. - **Packet Filtering:** Additionally, the expert will be required to implement packet filtering on the network traffic in the PCAPNG files. The purpose of this filtering is to enhance network security and troubleshoot any network-related issues. Ideal Skills: - Deep understanding of network protocols and packet structures - Hands-on experience with PCAPNG file analysis - Proficiency in network traffic analysis and packet filtering ...
I'm looking for a financial analyst with strong empirical finance abilities, specifically in the examination of financial ratios. The project will focus on: - Data analysis with a focus on profitability ratios. Key qualities I'm seeking for a successful completion of the project: - Solid understanding and intimate knowledge of profitability ratios and how they are used in financial analysis. - Experience in handling and processing financial data. - Ability to interpret complex financial information, analyze results and prepare reports. With these specifics in mind, potential freelancers need to be exceptional at empirical finance. Prior experience in working with profitability ratios is highly desired. This project requires a keen eye for detail an...
