Program natural language processing jobs
...in need of a proficient developer who can code a typing program specifically designed for Thai text. The ideal candidate should have: - A strong proficiency in software development - A deep understanding of Windows OS The program should possess an essential feature which is a correct word-breaking routine. Furthermore, it should empower users to define their own word-breaking rules. Prior experience programming in languages compatible with Windows OS is vital. Preferred skills for the job would include: - Programming languages, C++, Java, Python - Windows application development - Ability to work with language processing algorithms This project requires someone who understands the intricacies of typing programs and the Thai language, someone who ca...
We're seeking Python developers to build an OCR model with machine learning...quality and improve OCR accuracy. - Handle complex mathematical symbols and equations during text conversion. - Conduct testing and debugging to ensure the functionality and accuracy of the OCR system. 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 Flask or Django or Streamlit. - Familiarity with image processing libraries such as OpenCV. - Excellent problem-solving and communication skills. If you have already worked on similar task. please attach work samples i...
I'm looking for a skilled professional to assist me in processing two small lidar scans. - File Format and Software: I have the scans in LAZ format and I possess the necessary software to open and process them. Therefore, the ideal candidate should be proficient in working with LAZ files and have experience using the Cloudcompare software. - Measurement Requirement: Specifically, I need to measure the height difference between the two scans. Hence, familiarity with lidar data and the ability to accurately measure height differences in Cloudcompare is essential. I'm looking for someone who is detail-oriented and can deliver precise measurements from the lidar scans. If you have experience in this area, I'd love to hear from you.
I have a personal photo in which there's an object in the background that I'd like to have removed. This is for personal use, so I'm looking for it to be done with high-quality editing. The task involves: - Removing a background item from a single personal photo (sticker on window in attached photo, Pokémon/icons on the bench and other cable car) - Ensuring that the edited photo looks natural and professionally done as the photo will be for personal I think this should be pretty straightforward but I’m open to your creative suggestions on how to best achieve this edit!
I'm seeking a talented artist to help me with a small photo manipulation task that I need completed ASAP. Key Aspects: - Photo Transformation: The task involves removing a...Transformation: The task involves removing an existing person from a picture and seamlessly inserting a new image of myself into it. - Time Sensitivity: The project is urgent, so I need someone who can complete it promptly without compromising on the quality and details. This job requires a skilled hand in photo editing software and a keen eye for detail. Your ability to make the image look realistic and natural is crucial. Experience in similar photo manipulation tasks is highly appreciated. If you think you're up for this challenge and can deliver a top-notch result on a quick turnaround, I'...
...two-story home, nestled neatly between two hip roofs. The key details for this project include: - Purpose: The primary function of this space will be as a relaxation area. It's intended to serve as a comfortable, calming spot for unwinding and enjoying downtime. - Material: I prefer the patio to be constructed out of wood. It should complement the existing style of the house and provide a warm, natural aesthetic. - Design Element: I'd like to incorporate ceiling fans into this patio. These fans should provide both aesthetic appeal and practical function, helping to regulate the temperature and airflow, ideal for those warm, summer days. Experience with similar projects and a good eye for design are essential for this job. A keen understanding of structural integrity a...
I'm in need of a skilled Java developer to create a Java application for my project. Key Requirements: - The application should be designed for efficient data processing. Additional Details: - The application doesn't need to interact with any other systems or APIs.
I am currently in need of a competent editor who can efficiently handle both blog posts and videos. My content primarily includes: - Blog posts that average between 500-1000 words - Videos with a run time of about 5-15 minutes This role requires expertise in: 1. Blog Editing: - Strong understanding of language and grammar - Ability to enhance readability and flow - Familiarity with SEO best practices is a bonus 2. Video Editing: - Proficient in using video editing software - Ability to create smooth transitions and integrate sound effectively - Experience in color grading and special effects would be appreciated Ideally, I am looking for someone who has a proven track record of editing short to medium length blog posts and videos. If you have the necessary skills and expe...
1. Objective • Develop a responsive, mobile-first website optimized for conversions and equipped with fast loading times. The website will feature high-converting pages, support internationalization, and integrate seamlessly with existing business tools. Clean and update ui/ux. • By internationalization, we want it to switch to local language based on IP, not have a separately translated set of pages. • Would prefer webflow, open to wordpress • Need it to be easy to edit from a non-html or non-technical person. 2. Key Features • Mobile and Conversion-First Design: The site will be optimized for mobile users and designed to facilitate easy conversions. • Super Fast Load Times: Implement best practices in web development to ensure the site loads quickly ...
I need a professional to Photoshop edit an image to remove a moderate lens reflection from glasses. The key requirements are: - You must work exclusively on the lens. The frame should remain intact. - The removed reflection should result in a natural-looking finish. There is no need for enhancement or black and white finishing. - I require someone with experience in editing glasses and managing reflections. Your ability to retain details and authenticity while removing reflections will be essential. Your role will involve assessing the intensity of the reflection and executing an expert removal without impacting the overall aesthetics of the glasses. Please submit your proposals along with similar projects you've worked on.
I require a skilled writer to help draft a recommendation letter for my work visa application. It is intended for submission to the Embassy or Consulate. Key Requirements: - There will total of 8 Letters of Recommendation from 8 different professionals - Each letter should focus on my professional ach...showcase my career successes and aptitude in the field. - It should be well-written, persuasive and have a professional tone throughout. - Transcribe the recommenders profile from their linkedin Ideal Candidate: - Previous experience in writing visa recommendation letters is a plus. - A strong background in professional writing and understanding of visa application processes. - Excellent English language skills. - Attention to detail and ability to deliver a high-quality, impactf...
...AI voice for the voice over. I will not be providing the voice over only the script. 1. 2. 3. I have an account at and can provide you with any footage and music that you want to use from there. You must use a nice clear AI voice that sounds natural and not like an AI voice. I like the way the one sounds in the videos above. I will provide you with a detailed script for each video that will have the text of what the AI voice should say along with what the scene should show. I will need you to create the video. If this goes well, I may hire you for more videos. The video should be 90-seconds. I hate auto-bidders and I always delete the
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 highly beneficial.
I am looking for a skilled professional who can help with various aspects of data processing, storage and workflow management using Pyspark, SQL, Airflow, S3, Hadoop, and Kubernetes. Key areas of support required include: - Data processing in Pyspark: Assistance with data cleaning and transformation tasks in PySpark. - Querying databases in SQL: Advanced optimization techniques, custom queries and data retrieval. - Workflow management in Airflow: Custom workflow automation and scheduling tasks. - Data storage and manipulation in S3 and Hadoop: Support for large-scale data storage and processing. - Container orchestration in Kubernetes: Assistance with container deployment and scaling. Specifically, the ideal candidate should be able to set up tables on Iceberg in P...
I am in need of a skilled developer to create a program that can provide a detailed view of any operating system's file system, namely Windows, MacOS, and Linux. Key Responsibilities: - Develop a fully functional program that can swiftly scan and exhibit the file system of the given OS's. - The program should be designed to work on each of the mentioned operating systems. While the choice of programming language is flexible, keep in mind the cross-platform compatibility. - The application should be user-friendly, so I am looking for a Graphical User Interface (GUI) based design. - Complete documentation is essential. This includes comprehensive instructions for setting up the environment, installation details, and explaining the purpose and function...
...curating engaging Instagram and facebook posts (copy), with a focus on financial educational content. The freelancer can use our canva subscription for graphics or we may provide sometimes. I am looking for daily posting or 3 times per week depending on the cost. The content is financial planning related as we are a financial planning firm - The ideal candidate understands Instagram's unique language and visual cues, and can seamlessly incorporate educational themes into attention-grabbing posts. - A successful history of creating compelling posts that foster engagement and increase audience education is required. - Your portfolio should demonstrate a strong ability to balance aesthetics with the goal of education in an Instagram-friendly format, utilizing our canva subsc...
I'm in need of a talented article writer who specializes in health and wellness content. The articles I require will be aimed at the general public, and shoul...Requirements: - Proficient in writing health and wellness articles - Ability to write in an informative and educational manner - Understanding of the general public's perspective and interests Ideal Skills and Experience: - Proven experience in writing articles on health and wellness - Strong research skills to ensure all content is accurate and up-to-date - Excellent command of the English language, with a keen eye for detail The goal of this project is to provide engaging, relevant health and wellness content that will resonate with a broad audience. If you're a passionate, skilled writer in this field, I...
I am in need of an efficient professional who can convert my mixed content PDF document into a Word document, while retaining the same format and layout as present in the original document. The PDF primarily contains text content only, so expertise in handling comp...efficient professional who can convert my mixed content PDF document into a Word document, while retaining the same format and layout as present in the original document. The PDF primarily contains text content only, so expertise in handling complex content like mathematical equations, charts or tables is not a requirement. The ideal freelancer for this job should: - Be proficient in PDF and Word processing tools - Have strong attention to detail to ensure layout fidelity - Have experience in similar document conver...
I have a set of products that I would like descriptions for, taken from the Amazon website and put onto my Woocommerce store. The content is already written. Key Points: - Content: You will be taking product descriptions fro...descriptions from the Amazon website and transforming them into HTML for my Woocommerce store. - Images: I will provide the images for the products. - Quantity: There are between 1 and 10 products that need this work. Ideal Freelancer: - Proficient in HTML, with prior experience working on Woocommerce or similar platforms. - Familiarity with product descriptions and the nuances of e-commerce language. - Attention to detail, as the content needs to be accurately transferred and presented. - Ability to understand and adapt to the style and tone of the existin...
I'm seeking a skilled English writer to help me with my c...- **Subject**: The work is related to English Studies. - **Type of Assistance**: I specifically need help with writing an essay, job descriptions, and short paragraphs. While the exact topic or theme is not yet defined, I would appreciate a professional who can assist in the construction of several compelling and well-structured pieces. Ideal candidates will have: - Proficiency in English Language and Literature - Experience in Essay Writing - Strong Research Skills - Ability to create well-structured, coherent arguments - Familiarity with academic writing styles and standards This project will lead to a long-term collaboration if the first task is completed successfully. Please No plagiarizing....be creative Par...
Ibrahim, here is the new project at the increased rate. Keep up the good work
I need someone who can program a smart automatic lighting control system in C language, utilizing the TM4C123GH6PM Microcontroller. The system will operate with a 12VDC power supply (standard voltage for camping trailers) and all other voltages will be created from that source. The system will track ambient lux levels within the trailer using LDR. The system will track motion within the trailer using PIR sensor. Using the information above, the system will automatically turn on the lights of the camper when the ambient light is low and there is detected motion. The camper's lights are standard 12DC lights (not LEDs). When there is no motion for 5 minutes or the ambient light reaches a given threshold, the lights will turn off. There must be a manual way to turn on/off t...
Good I am making a script for a client in python, where I am building a program where the program will generate me 100 weekly emails at most, these emails must have a phone number associated with each of them a number, ie emails have to be valid, the customer wants to receive and send mails, I am looking for creation of server to receive and send mails with emails created by the python app. emails are created randomly and just like passwords with a custom domain. I speak a little English so if you know Spanish we would understand each other better.
I require a comprehensive lexical analysis of the Italian term...extraction: The freelancer will need to explore multiple sources to reach the most comprehensive and nuanced understanding of the term. - Contextual usage analysis: This should focus on its use within the realm of literature. While no specific time periods or genres have been selected, a broad approach covering various periods could be beneficial. Skills and Experience: - Proficiency in Italian language is essential to ensure accurate understanding and interpretation. - A background in semiotics, philology, or linguistics would make you a strong candidate. - Studies or experience related to Italian literature will be an advantage. - Demonstrated analytical skills would be integral to the successful completion of thi...
Dear Designers, I need a creative logo designer to create a unique logo for my website. The logo will have to contain the context: Aienglishteacher This logo will be used for the website (under construction) which page will contain suggestions and ideas on how to apply, and implement artificial intelligence into English language teaching and learning. - The design should be a combination of abstract, vintage and modern styles. - It will be primarily used on my website, print materials and for social media purposes. - I am under a time constraint, so the project needs to be completed as soon as possible. Ideal skills for this project include: - Proficient in graphic design tools such as Adobe Illustrator, Photoshop, etc. - Ability to create unique, versatile
...several tasks on my Wix e-commerce website. This includes payment processing through PayPal, efficient order fulfillment and inventory management. Key requirements: - Automating payment processing for customer purchases using PayPal - Streamlining order fulfillment to ensure timely delivery to customers - Implementing a system for inventory management to prevent stockouts and overstocking Additional features: - Sending order confirmation emails to customers post-purchase - Providing shipping updates to customers - Generating inventory restock alerts to inform me of low stock levels Ideal Skills: - Proficiency in Wix, with experience in e-commerce automation - In-depth knowledge of PayPal API for seamless payment processing - Prior work in order fulfillment auto...
I am in need of ...Objective: The primary purpose of this project is to digitize my existing documentation. - Language: The documents are in English. - Volume: The task includes less than 100 pages to be converted. Skills Required: - Detail-oriented and precise in copy typing. - Strong proficiency in English. - Proficient in handling PDF files. - Understand formatting specifics and document structure. Experience: - Previous experience with digitizing or copy typing tasks. - Familiarity with file conversion and data entry tasks. Only freelancers equipped with these skills and experience are encouraged to bid. This project is a fantastic opportunity to exhibit your skills in detail orientation and English language proficiency, along with file formatting and structu...
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.
I'm looking for a command line tool that can lock .pcm files, similar to a speci...a specific example I will provide. The locking mechanism should be secure and reliable. - Command Line Inputs: Users should be able to interact with the tool solely through command line inputs. There's no need for a GUI or web interface. - Batch Processing: The tool should also support batch processing of multiple files at once. This is a crucial requirement for me. - It will run on windows Ideal Qualifications: - Experience with file locking mechanisms and encryption. - Proficient in developing command line tools. - Prior work on batch processing tools would be a plus. Please include any relevant examples of your previous work in your proposal. I prefer for it to be writte...
...this document is to provide data/assessment of community strenghts and needs for grant writers, board members, and stakeholders, so it is crucial that it's polished to a high standard. Key responsibilities include: - Improving sentence structure and flow: I would like the editor to focus primarily on enhancing the readability and coherence of the document. - Ensuring consistency and clarity of language: I need my writing to be clear and concise, so the editor should pay close attention to any inconsistencies or unclear passages. Ideal skills and experience for the job: - Proven experience in copy editing: Previous experience in editing documents for community or professional purposes is highly desirable. - Strong grasp of grammar and punctuation: The editor should posse...
I'm seeking someone to build an informational website for my company. This isn't just a digital card but a dynamic space where interactivity takes place. The website should include: - Product listings - Eye-catching banners - An events page to host photos - A dedicated page for promotions - Customizable ...Internationalization (i18n) to enable multi-cultural outreach - A transparent contact us page - An easy-to-use admin page for backend processes The aim of the website is primarily to provide information about the company and its products. Ideal candidates will have experience in web design, particularly in creating vibrant, interactive, and user-friendly informational websites. Knowledge of multi-language integration is a plus. Please share examples of similar project...
I'm look...into a 100-word summary. Requirements: - Compatibility: The primary platform should be the web. The application should be accessible from a web browser. - Language: The application should support news summaries in Hindi. - Real-Time Updates: The collected data from the News API should be processed and summarized in real time, so users are provided with the latest news stories. Ideal Skills: - Proficiency in web development, especially front-end and back-end. - Experience with API integration. - Natural Language Processing (NLP) skills would be highly beneficial for summarizing the news articles. - Strong understanding of Hindi language would be an advantage. If you think you have the skills and experience to develop such an application...
I am looking for an experienced individual to help me create an interacti...algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 article. Each article must consist of 1500 words. Python should be preferred as the programming language. A minimum of two-three images should be used to support each article. Also each article should be a guide for people new to Machine Learning. You can find the datasets to be used for these articles from the link below:
I'm seeking someone with expertise in ECG digital signal processing, specifically to assist with denoising the ECG signal. calculate SNR or MSE only
I'm in need of a savvy developer skilled in payment gateway integration. Specifically, the task requires connecting NMI gateway to our Standard Connect Marketplace. I'm partially familiar with NMI, yet need some assistance with its integration. Primarily, we'll be processing one-time payments through this gateway. - You should ideally have experience in working with: - NMI gateway - Standard Connect Marketplace - Payment gateway integration - You'll also need to be comfortable with API usage, as your main resource will be Stripe’s API documents for Standard Connect. See here for reference: (). Your expertise will guide us in this task, ensuring a seamless payment process for our users making one-time payments.
...designer to create a series of small, residential structures that celebrate the beauty and harmony of natural architecture. The primary purpose of these homes is for residential use, so the design should be practical, comfortable, and visually stunning. Key Requirements: - Design Experience: I'm looking for a professional with a background in residential architecture, particularly with an emphasis on nature-inspired design. Previous work that showcases a mix of modern comfort and natural materials would be highly appreciated. - Understanding of Natural Elements: Incorporating the essence of wood, stone, water, and greenery is crucial. The structures should seamlessly blend with the natural environment, creating a serene and refreshing living space. - At...
...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 software development, or with 4+ years experience in testing. - Very strong knowledge of software QA methodologies. - Extensive exp...
... mining, and production. Employ a variety of languages and tools to marry systems together or try to hunt down opportunities to improve existing systems. Collaborate with data architects, modelers, and IT team members on project goals. Conduct data analysis and model development to support machine learning and predictive analytics. Implement machine learning models into production, including processing, cleansing, and verifying the integrity of data used for analysis. Stay current with industry trends and new technology applications to enhance business and data systems. Qualifications: Bachelor’s or Master’s degree in Computer Science, Engineering, or related field. Proven experience as a Data Engineer, Data Scientist, or similar role with a focus on data analysis a...
...basis. The application charges a 4% fee for facilitating these transactions. The distributed amount can be used for daily expenses, savings, or investments, depending on the user's preferences. 3. Architecture: The application will be developed using the Go programming language (Golang) for the backend and Angular for the frontend. This section outlines the architectural design of the application, including the components and their interactions. The backend will handle the financial calculations, transaction processing, and data storage, while the frontend will provide a user-friendly interface for interacting with the application. 4. User Registration and Authentication: To ensure security and protect user data, the application will implement a robust user re...
...and desired features. Back-end: Select a server-side technology (Node.js, Python with Django/Flask, PHP with Laravel) based on performance requirements, scalability needs, and developer familiarity. Database: Choose a suitable database (MySQL, PostgreSQL, MongoDB) based on data structure, query complexity, and scalability requirements. Other Considerations: Authentication/authorization, payment processing (if applicable), CMS (if needed). 3. Development Process: Front-end Development: Implement the user interface and user experience using your chosen framework, following component-based architecture for maintainability. Back-end Development: Build your server-side APIs using the chosen back-end technology, ensuring proper data handling and security. API Integration: Connect the ...
I'm seeking a skilled video editor, ideal for someone already experienced with YouTube . The content on my channel is primarily...Key Responsibilities: - Editing and assembling recorded raw material into a finished product - Creating engaging transitions - Adding related subtitles and narration Ideal Skills and Experience: - Proven experience in video editing, preferably in YouTube - Knowledgeable in editing software - Strong attention to detail - Flexible scheduling availability - Strong communication skills -Native Language Spanish Please share some of the works you've done. Pricing is negotiable, based on your expertise and the quality of work. Remember, this won't be a time-consuming task as I'm looking for a straightforward style of editing. Let's ...
...comfortable working with adult content. The ideal candidate must have experience with Stable Diffusion and Large Language Models (LLMs). They also must have skills to impart the AI component with chatbot and animated avatar features. The main goal for this project revolves around a content management system. You can see our progress @ (NSFW). We also host a discord bot from our cloud GPU running stable diffusion and sadtalker for animating the characters. Key requirements: - Extensive React and Laravel/PHP experience - Demonstrated expertise in AI - Proven proficiency in Stable Diffusion - Experience in creating Chatbots and Animated Avatars - Knowledge in Large Language Model (LLM) This project is an excellent opportunity for those who have a passion for AI and ...
I'm in need of a Latin American Spanish voiceover artist for my YouTube channel, where I publish amazing stories. The successful candidate would ideally have experience in narrating fictionalized accounts of historical events and a flexible schedule. Proficiency in the given language is key as well as a good understanding of storytelling, with the ability to convey the desired emotions and engage the audience. Please highlight your past experience related to this field when placing a bid. You will be greatly supporting the production of my content by bringing these epic narratives to life.
I'm seeking a digital signal processing expert who can help me with filtering and enhancing biomedical signals. Ideal Skills: - Strong grasp of digital signal processing principles - Experience with Python, and specifically in the context of signal processing - Prior work with biomedical signals is a significant advantage Your tasks would include: only add an SNR or MSE to the result for 4 filters i already do it ecg signal dataset Please share your experience and approach towards similar projects in your proposal. Thank you.
I'm in need of a sleek, professional logo for my new credit card processing brand, focusing on small businesses. I'm very open to your creativity and ideas on color, but it should communicate trust, innovation, security, integration, finances, and a seamless experience. Key Requirements: - Incorporate concepts of trust, innovation, security, integration, finances, and seamless service - Targeting small business owners - Sleek and professional design Ideal Skills: - Extensive experience in logo design - Strong understanding of branding - Ability to translate abstract concepts into visual representations - Familiarity with the financial services industry - Prior experience designing logos for small business services a plus Brand info: high-end, boutique brand offering pe...
...should be designed and written, specifically for my business, according to our needs. - The writing should describe our unquie project workflow and have terms shaped around that. You need to understand our workflows and approach in order to plan, and write this document. - The document should have flow of information designed. Information given should not confuse the user. It should use a simple language. It should explain larger concepts and details them out with the respecting terms, in a proper flow. - Document should be well organised. Sections, subsections and their titles, should be well designed to have a proper structure across the document. - Writing should not only cover legal aspects but informative writing should also be in place. - Writing style should take in a...
I'm seeking an expert graphic designer to create a logo for my food company, Seed Kitchen. Here are the key requiremen...Seed Kitchen. Here are the key requirements: - Color Scheme: The logo should incorporate an earth-toned color scheme, featuring shades of brown, green, and beige. - Style: Ideally, the design should strike a balance between modern and traditional styles. We value creativity and innovation, and are open to engaging elements from both aesthetics. - Imagery: Our brand is deeply connected to the natural world, so the logo must include imagery related to seeds or plants. Please consider applying if you have experience in creating food company logos and have a flair for blending different design styles. Your portfolio demonstrating similar works would be high...
I need a Red Hat expert primarily for suport and Incident resolution by e-mail and videoconference our Red Hat Enterprise Linux systems. Key...(RHCE) Red Hat Certified System Administrator (RHCSA). Ideal Skills: - Proven experience in Red Hat Enterprise Linux system upgrades and maintenance. - Strong troubleshooting and problem-solving skills. - Spanish language skills would be an asset. It is a project to provide technical support in installation and administration of RHEL 9. Duration 2 months. Incident resolution by e-mail and videoconference. About 20 hours. It is mandatory as a requirement the Certification in: Red Hat Certified Engineer (RHCE) and Red Hat Certified System Administrator (RHCSA). Spanish language skills are a plus. In your proposal, please share you...
