Aws devops training仕事
I'm seeking a seasoned DevOps professional to assist with my project. Key Responsibilities: - Implement Gitlab CI/CD pipelines for automated testing and deployment. - Use Kubernetes for container orchestration. - Manage a RHEL (Red Hat Enterprise Linux) web server. Requirements: - Proficient in Linux, specifically RHEL. - Extensive experience with Gitlab CI/CD and Kubernetes. - Prior work in a development environment. - Capability to integrate Service Now for monitoring. I need a professional who can ensure smooth deployments in my development environment. Your expertise will help streamline our CI/CD process and manage our containerized applications effectively.
I'm in search of a passionate and dedicated individual to join my team as a Remote Marketing & Administrative Specialist. The ideal candidate is a top university graduate from the Philippines with a strong background in marketing, especially in social media and online ...creation and paid advertising - Strong understanding and experience with SEO Position Details: Full-time & Remote Work in the US time zone Starting Salary: $500/month Long-term career opportunity About Stanley Prep: Stanley Prep is a global education and career development company that connects international students with professional opportunities in the U.S. We provide placement services, training programs, and cultural exchange initiatives to support students and young professionals in gaining valu...
I'm looking for a skilled 3D modeller to create medium-detail Civil Engineering models with textures. These models will primarily be used for construction planning and training. Key Requirements: - Expertise in creating architectural 3D models Fuson 360 - Proficiency in applying medium-level textures - Understanding of construction planning needs - Experience with CAD and other architectural modelling software - Attention to detail
I'm seeking a freelancer with proficiency in software, training expertise, and technical support skills to train my team on the Accurate system, focusing on system configuration and customization. The ideal candidate should have advanced experience with data entry and management within the Accurate system. Please include in your bid: - Your experience with the Accurate system. - Examples of past training experiences. - Your technical support background.
As an advanced user of both Monzo and Xero, I am seeking a professional who can provide me with a live, practical demonstration of how to integrate these two platforms. The focus will be on both personal and business transactions. Key Areas of Focus: - Setting up the connection between Monzo and Xero - Automating transactions - Reconciling both personal and business accounts Ideal Skills: - Extensive experience with Monzo and Xero - Ability to conduct clear, engaging live demonstrations - Strong understanding of both personal and business finance
...documents, in both English and Turkish. Whether it's a general template or a customized contract, I can address all sorts of contract requirements. Diverse Industry Experience: From capital corporations to real estate sectors, construction projects to business relationships, I can assist you with creating contracts that cater to specific needs across various industries. Technical Knowledge and Training: I can provide you with technical guidance and educational resources during the contract development process. If you're interested in learning how to draft your own business contracts, I can offer practical guidance to help you navigate through the process. Swift and Reliable Service: I aim to provide you with sample contracts or personalized agreements promptly, ensur...
I'm looking for a professional to assist in establishing a Service sector LLP, specifically in the Hospitality industry, in India. This project encompasses end-to-end services, from applying for GST and MSME licenses to ensuring all necessary compliances are met. Key Tasks: - Establishment of a LLP firm in the Service industry, focusing on Hospi...specific to the hospitality industry. The project should be completed within 1 month. Please include ongoing compliance management after the initial setup. Please provide updates based on milestones throughout the project. The freelancer should provide ongoing support and compliance management after the initial setup. Trademark registration is not required for this LLP. Employee recruitment and training will not be required as part ...
I'm looking for a professional to help implement a client intake process via phone consultations. The goal is to collect valuable information about our clients and their needs. Key Responsibilities: - Conducting phone consultations with clients - Collecting personal details, service preferences, and previous history during the calls - Recording the phone calls for quality and training purposes Ideal Skills and Experience: - Excellent communication skills - Experience in customer service or client intake processes - Ability to handle sensitive personal information with discretion - Comfortable with phone consultations and call recording
...programmer to create a SaaS platform for reselling voice agents. The voice agents will primarily handle customer service and sales/marketing tasks. Key Requirements: - The voice agents should be able to handle customer service inquiries and deliver sales & marketing prompts. - Moderate customization of these voice agents is needed, allowing for some degree of personalization without requiring full AI training. - The voice agents will need to integrate with websites and have chat functionality. Ideal Candidates: - Dependable, honest and willing to grow with a startup. - Previous experience in AI voice programming is a must. - Understanding of customer service and sales/marketing will be an advantage. - Excellent communication skills for a long-term relationship. The voice ...
I want hiit video for tranning on youtube 40 sec training 20 sec rest with my choice of music. 15 min tranning and 20 min tranning.
I'm looking for a skilled 3D visualizer proficient in SketchUp to create a pond-like pool rendering for me. The rendering needs to be detailed with realistic textures, and it should include natural landscaping elements like rocks and plants a...elements like rocks and plants around the pool. Ideal skills and experience for the job: - Proficiency in SketchUp - Experience with creating detailed, textured 3D renderings - Understanding of natural landscaping elements and how to incorporate them into a design - Strong attention to detail and ability to create lifelike textures and features - Image attached of location (yard) where large training pond-like pool will live. - Image include of the pond/pool dimensions 70' x 148'-6" - Decking will be included around peri...
My team, which has an intermediate level of experience with cold calling, requires training in advanced cold calling techniques. The team currently utilizes a CRM for tracking leads, a VOIP service for making calls, and spreadsheets for organizing data. Ideal Skills and Experience: - Proven experience in cold calling and lead generation - Previous experience in training teams - Proficient with CRM software and VOIP services - Excellent communication and interpersonal skills I am looking for a trainer who can equip my team with the necessary skills to enhance their cold calling effectiveness and improve our overall lead generation success.
I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.
Looking for experienced python developer to implement OCR on game screenshot images. Ideally using EasyOCR or PyTesseract on Python3.10+ on Ubuntu Provide full dependency list and requirements You may need to process the image to enhance the accuracy of OCR. Accuracy needs to be >90% Can provide training images as required. Payment after verification of script. Start your bid with "iOCR"
I need an AI agent trained that can handle customer data requests, particularly focusing on economic and demographic modeling data stored in our dbs. The ideal candidate should have experience in: - AI training, particularly in customer service context - Data analysis and modeling - Charting data in a clear, concise manner The data available for training includes: - User interaction data - User demographic data - Global economic and demographic data The primary functionality of the AI agent will be to take customer inputs and find and chart relevant data. Therefore, experience with customer service AI and data visualization is a plus. Please provide examples of similar projects you've completed in your proposal. Don't be generic in your response - i want details...
...machine learning libraries such as TensorFlow, PyTorch etc. Experience with data visualization tools. Excellent problem-solving skills and the ability to work independently as well as in a team. Strong communication skills with the ability to explain complex concepts to non-technical audiences. Experience with big data technologies such as Hadoop, Spark, or similar. Knowledge of cloud platforms like AWS, Google Cloud, or Azure. Publications or research in the field of computer vision. Salary: $800/month...
...phase where AI guides the user in analyzing their responses. Guided CBT Interventions Cognitive Restructuring: Reframing negative thoughts about work. Behavioral Activation: Small actions to improve energy and engagement. Relaxation & Mindfulness: Breathing exercises, journaling, and visualization. Boundary-Setting Roleplay: AI guides users through asserting work-life balance. Problem-Solving Training: AI suggests alternative coping mechanisms based on past user interactions. AI Chatbot Conversations Users can chat with the AI coach for advice, reflection, and motivation. AI responses adapt dynamically based on player progress. Chatbot incorporates memory recall to track long-term behavioral trends. 2.3. Progress &am...
I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.
...then - 29760*26 = 773760/- Approx Payment: After Invoice within 10 working Days Payment Cycle: 20 Day PAY CHANNEL: SWIFT Transfer Advance Billing: Available from Client after days of going Live Sign up with: - End client based in the USA and sign up will be at vendor’s office in India Training: Training will be onsite by Client Representative, for 16 international working days. Center needs to bear the up and down cost of Travelling for trainer and arrange for hotel accommodation. After training certification will be done from the Client end. Reference center is in Mumbai. Center can visit there to see the operations. They are running for 4 months. Payment proof can be shown upon request to interest centers only. Due to the increase in customer base, t...
...then - 29760*26 = 773760/- Approx Payment: After Invoice within 10 working Days Payment Cycle: 20 Day PAY CHANNEL: SWIFT Transfer Advance Billing: Available from Client after days of going Live Sign up with: - End client based in the USA and sign up will be at vendor’s office in India Training: Training will be onsite by Client Representative, for 16 international working days. Center needs to bear the up and down cost of Travelling for trainer and arrange for hotel accommodation. After training certification will be done from the Client end. Reference center is in Mumbai. Center can visit there to see the operations. They are running for 4 months. Payment proof can be shown upon request to interest centers only. Due to the increase in customer base, t...
We are seeking a talented female journalist or interviewer or fresher for a client interview over video call. The primary focus of the interview and its purpose will be provided later, but the ideal candidate should be well-versed in English (British Accent preferred) conducting interviews and be able to adapt to different topics, whether it's business ach...casual and conversational tone. The deadline for this project is within 1 week. The interview will primarily focus on the client's personal journey. The interview will be conducted over Google Meet. The interview will be published on the client's company website. The interview timing will be London time NOT IST as per the client's schedule Fixed Budget - INR 650 ONLY, proper support, script and training will...
...an intermediate level of experience with SPL token transfers, and I'm comfortable using any needed tools or platforms. - Required Skills: - In-depth knowledge of SPL token transfers. - Experience with making batched airdrops. - Ability to provide clear, understandable guidance. - Familiarity with a variety of web-based tools and IDEs. - Ideal Experience: - Previous experience with teaching or training. - Successful track record of airdrop guidance. - Comprehensive understanding of the Solana network. I need someone who can walk me through this process patiently and clearly. Your ability to make complex concepts understandable is key to this project. Please be ready to recommend appropriate tools or platforms if necessary. it shouldnt take long just need to know why my tra...
Project: Training a CNN Model on Mammography Dataset for Breast Cancer Detection Project Objective Build a Convolutional Neural Network (CNN) for classifying breast cancer images. Use CBIS-DDSM, MIAS, and INbreast datasets to train the model. Evaluate the model’s performance using the following metrics: Accuracy: Achieve up to 95%. Recall/Sensitivity: Achieve up to 95%. Specificity: Achieve up to 95%. Precision. F1 Score. Note: Implement the project using Python with GPU Tensorflow on native-Windows (local environment lab) Note: 1. Preparing the Environment Steps: Install libraries: Setup the work environment: Use Jupyter Notebook 2. Collect data Steps: Get a database like CBIS-DDSM, MIAS and INbreast. Upload data to the working folder. Organise files by categories: b...
We need a fast, efficient Docker-based Sandbox system tailored for a applications. The key requirement is for this system to enable rapid deployments within a window of 4-10 seconds. The Sandbox will primarily serve as quick app builds. Ideal candidates for this project should have: - Extensive experience with Docker and Edge Networking - Proven track record in creating efficient Sandbox systems - Ability to design systems for rapid deployment and build times. - Also making sure sandboxes will be pre warmed up
I'm looking for a talented full stack developer or a team who can build a complete online platform for me. Key Requirements: - Front End: Built with React.js - Back End: Powered by Node.js - Database: Post...a talented full stack developer or a team who can build a complete online platform for me. Key Requirements: - Front End: Built with React.js - Back End: Powered by Node.js - Database: PostgreSQL - Hosting: Heroku - Payment Gateway: Stripe and PayPal for subscription payments Ideal Skills and Experience: - Proficiency in React.js and Node.js - Experience with PostgreSQL and Heroku or Verce or AWS - Knowledge of integrating payment gateways, particularly Stripe and PayPal - Prior experience in building an online platform Please provide examples of similar projects you ...
...US, Canada, and EU) Job Type: Part-time $1,600 month (4hrs/day) | Full-time $3,200 month (8hrs/day) Job Overview: Our Company is seeking detail-oriented and customer-focused individuals to join our team as Airbnb / Property managers. This role involves managing property listings, handling guest inquiries, and ensuring seamless bookings. No prior experience is required—we provide full training, instructional videos, and materials to help you succeed. Key Responsibilities: • Download and review client property details, ensuring accuracy and correcting discrepancies • Post and advertise properties on partner platforms to maximize visibility • Manage property calendars and keep availability up to date • Handle account inquiries and bookings, assisting guests...
I am currently expanding my online personal training business and am looking for a freelancer to help me acquire clients through targeted outreach and marketing efforts.
...handle multiple assignments - Open to work on any task other than content writing as well. Like social media posting, blog upload on WordPress, etc. If required, we will provide you training as well. Experience: - Relevant experience is a plus - A basic understanding of content creation and the ability to meet deadlines Working Days: - Mon to Sat - 10 am to 7:00 pm ** We always give you 5-star feedback ** We will not create or release milestones in advance. I will make payments on a weekly or monthly basis. ** Maybe Before Award, we will take a small unpaid test. ** Maybe you have to attend 7 days paid training before joining. ** bid ONLY if our rate and terms suit you. ** DON'T BID IF YOU'RE WILLING TO WORK 1 WEEK FOR A GOOD REVIEW. This is a full-time posit...
...skilled individual to analyze a series of photos featuring people and provide detailed, comprehensive descriptions for AI training purposes. Key Responsibilities: *Carefully examine various photos of individuals and record detailed descriptions before viewing the images. *Focus on specific aspects such as facial expressions, clothing and accessories, and activities. *Provid e thorough physical descriptions of the people in the images, such as age, gender, and detailed appearance. *Record a self-video of your analysis process, starting the video before viewing the photo to capture your initial reaction. This helps analyze the viewer's reaction, which will be used for AI training purposes. Requirements: Strong attention to detail and ability to articulate minute obse...
We have had around 330 articles translated from English into your language by an AI. You have to check the text for spelling and grammatical errors and improve it linguistically and stylistically. Sometimes, the AI translates literally, which is not always correct. These are health texts for regular cancer patients. Many articles are ...from English into your language by an AI. You have to check the text for spelling and grammatical errors and improve it linguistically and stylistically. Sometimes, the AI translates literally, which is not always correct. These are health texts for regular cancer patients. Many articles are written in bullet points. These do not require much intervention. You should be a native speaker. Academic training or experience in the healthcare sector is an ...
...all activities, leads, and progress for transparency and tracking. Requirements Experience in Cold Calling or B2B Sales Excellent Communication & Persuasion Skills (English proficiency required) Comfort with Basic Tech Concepts (Web dev, AI chatbots, branding—training provided) Ambitious & Results-Oriented: You thrive on meeting targets and earning high commissions. Why Join Hexaflare? Cutting-Edge Services in high demand: Web, AI, Branding. Performance-Based Rewards: Substantial income potential for top performers. Support & Training: We provide the tools and guidance; you bring the drive. Flexible Work: Remote position—schedule your calls at optimal hours for your target market. How to Apply Tell us about your cold calling experience (industri...
I am looking for an AWS professional to assist with my cloud hosting needs. My project is flexible and could involve working with various AWS services including EC2, S3, and RDS.
...process text from images and scanned documents. The objective is to develop or integrate a solution that converts these files into structured data with high accuracy, specifically leveraging Google Document AI. Requirements: - Proven experience in developing OCR solutions, with a strong preference for expertise in Google Document AI. - Familiarity with OCR tools such as Tesseract, Google Vision, AWS Textract, ABBYY, or similar is a plus. - Proficiency in Python, OpenCV, TensorFlow, Pytesseract, or related technologies. - Ability to clean, enhance, and structure extracted data. - Experience in image processing and optimizing OCR accuracy. - Experience integrating OCR into web applications or automated systems. - Strong coding practices and performance optimization skills. Nice-...
...JavaScript/TypeScript with expertise in frontend libraries like React/React Native. Strong experience with backend frameworks such as Node.js, , Nest.js. Solid understanding of GraphQL API design and development. Expertise in relational databases (PostgreSQL, MySQL) and familiarity with NoSQL databases (Redis, MongoDB, etc.). Experience working with AWS hosting services (RDS, Lambda, S3, R53, EC2). Strong grasp of system setup and DevOps, including nginx, git, Docker. Proficiency in writing unit, integration, and acceptance tests using tools like Mocha, Jest. Experience with CI/CD pipelines (GitHub Actions, Jenkins, or similar). Understanding of site security principles (CSRF, XSS, etc.). Soft Skills: Strong analytical and problem-solving skills. Excellent verbal and writ...
I'm seeking an AI and Python specialist to help fine-tune the T5 model on two datasets: ARC and re-ARC. The primary goal is to enhance the model's robustness. Key Responsibilities: - Fine-tune the T5 model using the ARC and re-ARC datasets. - Evaluate and report the model'...particularly the T5 model. - Familiarity with the Abstract and Reasoning Corpus (ARC) and its re-ARC version. I would appreciate a professional who can deliver this task efficiently, demonstrating not just technical skills, but also a clear understanding of the project's objectives. Your expertise will help me to better understand the model's performance and capabilities. Skills Required Python Training Statistics Machine Learning (ML) Large Language Models (LLMs) RECRUITER IP AGREEME...
I'm seeking a biologist to assist me in running RNA sequencing and variant calling workflows. The workflow is already set up by our devops engineer, but we should validate the configuration. The primary objective is to process some sample datasets. Key Responsibilities: - Validate the existing bioinformatics workflows configuration for RNA sequencing and variant calling (e.g., using tools like GATK). - Run sample datasets through these workflows. Ideal Skills and Experience: - Proven experience in wet lab biology , specifically with working with RNA sequencing and variant calling workflows . Please state which workflows you are familiar with
Description: We are looking for an e...API requests. Implement image upload functionality using Django’s file handling methods. Model Integration: Integrate the VGG16 model (pre-trained) to process the uploaded images and perform facial recognition. The model should return results in a JSON format (e.g., recognized identity or similarity score). Basic Storage: Temporarily store uploaded images in the server or use cloud storage (e.g., AWS S3). Security: Ensure that images are processed securely, and there is no unauthorized access to the uploaded files. Scope of Work: Frontend: A functional and simple interface for image upload and displaying results. Backend: Django REST API to process images, run facial recognition, and return results. No login or authentication required for...
I am looking for a skilled AWS expert to teach me how to deploy AI models on AWS. The ideal candidate should have: - Extensive experience with AWS and AI model deployment - Ability to explain complex concepts in a simple way - Patience and understanding for a beginner level student - Knowledge of various AI models and tools - Skills in optimizing performance of deployed models. how to deploy with auto scale for many request per minute . How to do so many requests from local computer ? with testing auto scale using external request aceptance i can do all myself on my aws account I do not provide you aws account you have 2 days
...integration with third-party providers. • Multi-signature wallets for fund security. 5. Payment & Exchange Integration • Fiat on/off ramps (Stripe, PayPal, Bank API). • DEX & CEX listing (Uniswap, Binance, Coinbase). Required Developer Skills • Solidity, , Hardhat/Truffle (Smart Contracts) • Node.js, Python (Backend Development) • React.js, (Frontend Development) • IPFS, AWS, Firebase (Decentralized Storage & Hosting) • Security Protocols & Smart Contract Auditing Next Steps for Development 1. Finalize Blockchain & Tech Stack Selection. 2. Develop & Test Smart Contracts in Testnet. 3. Audit & Fix Vulnerabilities. 4. Deploy on Mainnet & Integrate with Payment Systems. 5. Launch Marketing &...
...development - Experience in chatbot integration - UI/UX design skills, particularly for text-based interfaces - Knowledge of customer support and FAQ management systems for chatbots The chatbot will operate solely in one language. The chatbot will operate solely in English. The chatbot should utilize machine learning for enhanced accuracy and adaptability. The chatbot should use custom datasets for training. The app should integrate with popular payment gateways for processing transactions. The app should provide customizable user interface options including user-friendly designs and layouts. User authentication and profile management will not be necessary. The app should support one-time purchases. "Possible integrations with existing customer support systems or CRM are be...
I'm in need of a professional web designer to revamp my current WIX-based site and create a new, second one. Both sites are for the powersports industry, covering training and F&I products. - The main goal for my current website is to refresh its branding and visuals. A contemporary, attractive design is key to this update. - The new site will serve as an informational platform, detailing our offerings and services. - I will require assistance with creating all content for the redesigned site. This includes text and copywriting, images and graphics, as well as videos and animations. Ideal candidates for this project should have a strong portfolio in web design, particularly within the e-commerce and powersports sectors. Skills in graphic design, copywriting, and video pro...
I need a professional to gather and train a dataset of 5000 crime scene objects for me. The focus is primarily on weapons, but the dataset should include a wide variety of items such as: - Guns - Knives - Explosives - Footprints - Bloodstains - Cars - Bicycles - Victims - Motorcycles - Mobile phones - Watches - ...include a wide variety of items such as: - Guns - Knives - Explosives - Footprints - Bloodstains - Cars - Bicycles - Victims - Motorcycles - Mobile phones - Watches - Laptops - Shoes - Beds - Tables - Chairs - Bottles - Books - TVs - Cups - Spoons It's important that all these items are included in the dataset. The ideal freelancer for this project would have experience in data collection and training for object detection, particularly in the context of crime scene...
Website & LMS Developer (Education Sector) ? Remote / Hybrid / Chester, UK ? Contract / Freelance / Permanent ? Competitive – Based on Experience About Us We are a growing training provider specializing in health and social care, delivering accredited qualifications and professional development courses. As we expand, we are seeking a talented Website & LMS Developer to design and develop a high-quality, user-friendly education platform with an integrated Learning Management System (LMS) and learner portal. Key Responsibilities ✅ Design and develop a professional, branded, and mobile-responsive website ✅ Integrate and customize an LMS (e.g., Moodle, LearnDash, Totara, or custom-built solutions) ✅ Create a secure learner portal with login access for course materials, p...
...Steppingstone Solutions is a training company which prepares IT professionals for various certification exams. • Steppingstone Solutions has been in business since 2000. • This is a single person company… It’s just me. • Key services include certification training and custom courseware development. • Our mission is to help IT professionals reach the next level in their career by achieving valuable certifications. 2. These are the main objectives of this site design: • I designed the current site, but I’m not completely happy with the results. There are several areas where I need help… • These are the outcomes I would like to achieve: - I want a potential student to visit my site becaus...
...- Research and development of cutting-edge telecommunications technologies. - Collaboration with industry experts to design future-forward tech solutions. - Ensuring all technological advancements align with customer needs and industry standards. - Team Building - Strategizing the recruitment process to attract talented individuals with a passion for telecommunications. - Implementing training programs that emphasize skill enhancement and ethical conduct. - Developing a customer-oriented culture that values and supports continuous learning and excellence in service. - Oversee the creation and testing of prototypes for new telecommunications technologies. - Implement quality assurance processes to maintain high standards in technology development. - Form strategic partn...
I'm a National Jananpeeth Award Holder, corporate lawyer, and a leader in mental health training, having reached over 10 million individuals. I aim to create an enduring impact within the mental health community and seek a collaborator for this journey. Key Objectives: - Provide resources and support for the mental health community. - Leverage my accolades and experience to empower minds globally. Ideal Skills and Experience: - Strong background in mental health advocacy. - Experience in creating support resources or initiatives. - Ability to work collaboratively in a high-impact role.
I need a presentation focused on business strategy, specifically tailored for internal team training. The presentation should cover key aspects of product management. Key Points: - Product Management: This is the primary focus of the presentation. It should provide a comprehensive overview of product management within the context of our business strategy. - Market Analysis: Include an in-depth analysis of the current market trends and how they impact our product management strategy. - Competitor Review: Provide a detailed review of competitors and how their product strategies compare to ours. Ideal Skills and Experience: - Expertise in Business Strategy: The freelancer should have a strong understanding of business strategy and its application in product management. - Presentatio...
I'm using Power Automate and Copilot Studio, and need a custom solution for document summarization. I want to automatically summarize any document (Word/PDF) added to a SharePoint document library, without needing user approval fo...of guides but they do not get over the need to have an approval process which i do not want. I don't want to use ChatGPT or Azure AI API as these costs money and copilot is part of my current subscription. Please include: - A comprehensive training video or guide on how to set this up, so I can understand the process and replicate it if necessary. - Access to import your flow for my own testing and learning. Ideal Skills: - Proficiency in Power Automate and Copilot Studio - Experience with SharePoint - Ability to create clear, comprehensiv...