Voice recognition based home automation system jobs

Hello am from the Republic of Guinea in west africa. I am planning to start a business in transportation of passengers inside the capital. I am planning ro recruit a driver and his assistant to run the bus daily. It is a profitable venture here,But the problem is that drivers here are dishonest and unaccountable( st...Republic of Guinea in west africa. I am planning to start a business in transportation of passengers inside the capital. I am planning ro recruit a driver and his assistant to run the bus daily. It is a profitable venture here,But the problem is that drivers here are dishonest and unaccountable( steal from the daily income) to the bus owners. So i am looking for an expert in a smart electronic system that i can put in the bus for delivering tickets automatically to p...

The task centers around leveraging Python programming and machine learning skills to perform data analysis. The data to be analyzed are...Excel sheet, specifically focusing on customer data. The ideal freelancer for this task should exhibit the following: - Strong proficiency in Python programming. - Solid experience with machine learning. - Familiarity with data analysis, particularly descriptive analysis. - Ability to accurately interpret customer data. The task requires a reading of the Excel sheet and performing data analysis based on the customer data contained within. The chosen Python and machine learning expert will focus on descriptive analysis techniques to extract meaningful insights. Your insights should guide our strategies in terms of customer services and product de...

...WordPress developer to create a custom user profile management system for my franchise. This system is intended for internal use only and will not be accessible to the users themselves. The primary function is to help me manage and consult detailed records of investors, similar to handling personal files. Requirements: Plugin Installation and Setup: Install and configure one or more suitable WordPress plugins that allow the creation of custom fields and profiles in the admin backend. Custom Fields for Detailed Information: The ability to add custom fields to user profiles is essential. These fields should include but are not limited to personal information, investment history, contact details, etc. Backend Management: The system should be manageable entirely from ...

I am seeking an experienced architect to handle the design of a single-family home including landscaping. Key Responsibilities: - Drafting detailed plans for a single-family home - Incorporating my personal preferences and creative insights into the design - Overseeing the landscaping design and ensuring it complements the overall architecture Ideal Skills: - Proven experience in residential architecture, specifically single-family homes - Comprehensive background in landscape design - Ability to translate the client's vision into a feasible, aesthetically pleasing design - Proficient in using modern architectural software for designing and presenting the project - Excellent communication skills and responsiveness This is a short-term project requiring dedication and...

Bid only if you have done such kind of work prior, I want to see the demo of your previous work. This project is aimed at integrating Amazon's Alexa with our iOS application. The chosen developer will work towards ensuring that voice-over commands from Alexa can be transmitted to our app in order to carry out tasks such as storing items, updating content, and removing items. Key Responsibilities: • Integrate Alexa with our iOS app. • Ensure that voice commands from Alexa are correctly interpreted and the corresponding actions are carried out in the app. • Develop seamless integration for user login via credentials on both platforms. I'm not entirely certain about the status of our APIs, so the candidate should be prepared to either integrate with ...

I'm looking for a seasoned developer who has proficiency in Springboot, React, and PostgreSQL. The goal is to create a user registration screen, with the following details: - Database: Your task will include setting up a PostgreSQL database intended to store name, and email. - Form Creation: I'm looking for a simple web form to capture the user information. The fields should inclu... - Form Creation: I'm looking for a simple web form to capture the user information. The fields should include name and email. - Validation: Implement email format validation to ensure valid entries. Ideal Skills: React.js, Springboot, PostgreSQL Database Management, Form Validation Your experience in similar projects would be a considerable advantage. Let's create a smooth and eff...

I am an individual seeking an architect who specializes in modern residential designs. My project specifically involves design consultation, to help me conceptualize my ideal home. Key Tasks: - Understanding my lifestyle and design preferences - Translating these preferences into a modern residential design - Providing expert advice on space planning, material selection, and overall aesthetic The ideal candidate would have: - Extensive experience in residential architectural design, particularly modern styles - Strong communication skills to understand and interpret my preferences - Ability to offer creative and practical solutions to design challenges Please note that this project only involves consultation and conceptualization, not detailed blueprints or 3D modeling.

...the visibility and recognition of our brand. The campaign will largely involve text-based posts. The ideal applicants should have a strong Twitter presence and a good understanding of how to engage with followers. Key responsibilities will include: - Posting text-based content on their Twitter accounts - Engaging with their followers to spark conversation and increase brand visibility - Reporting on the performance of the campaign Ideal skills and experience: - Strong Twitter presence and familiarity with the platform's best practices - Experience in social media marketing, particularly with brand awareness campaigns - Excellent communication and engagement skills If you're someone who can help us boost our brand recognition and is skilled at cr...

I am in need of a skilled developer to help me seamlessly integrate my Figma design with my Shopify store. - Your main task will be implementing all design elements from my Figma design into my Shopify store. This includes: - Home page layout - Product page layout - Navigation menu design - Additionally, I'm also looking to incorporate some new functionalities and features to enhance my store's performance and user experience. These include: - Implementation of a product search functionality - Integration with relevant third-party apps or plugins - Social media integration to extend the store's reach and improve customer engagement I would be open to suggestions on how to ensure the design fits Shopify's format while not losing its e...

...my needs. The software must be compatible with Windows and should include: - Credit Score Tracking: A feature that allows constant monitoring and updating of credit scores. - Dispute Management: A functionality that simplifies the management and tracking of credit report disputes. It should allow me to file, monitor, and manage disputes easily. - Client Management: A robust client management system to effortlessly manage client profiles, credit statuses, and communication. Ideal candidates should have prior experience in building similar software, and a deep understanding of how credit repair systems run. Proficiency in Windows software development will be necessary. Integration options weren't specified but the ability to build software with potential for integration ...

...life. This project involves creating a design for the building itself, as well as the surrounding landscape and pool. Key aspects of the project include: - Chalet Design: The building will be a two-storey chalet, designed in a modern style. The size of the chalet is relatively small, less than 1000 sq ft, and will need to include all the necessary amenities and living spaces expected in a modern home. - Landscape Design: The outdoor setting around the chalet is of equal importance. I'd like to incorporate an outdoor kitchen and a fire pit area into the landscape. These features should seamlessly blend with the architecture of the chalet, creating a unified and stylish living space. Ideal candidates for this project should possess experience in both architectural and lands...

I have a four-field form on my website (Name, Email, Website URL, Comments) that I'd like to automatically submit. Preferably, the tool used for this should be able to complete the form and submit it without any manual intervention. Ideal Skills and Experience: - Proficient in web development and automation - Experience with form submission scripts or tools - Knowledge of web forms and their handling - Understanding of data submission and validation in web forms - Familiarity with website structures and data submission methods.

I am working on finishing my basement as a spaceship themed theatre and need to convert my ideas into a model in SketchUp Process will be - I will provide an existing sketchup drawing with the shell of the room - I will provide inspirational Ai generated art showing what we want to achieve (but we will simplify it) - I will create videos of the space with what goes where and measurements so you can adapt it - Daily you will send the latest model and I'll suggest changes Desired Skills - interior design - audio and video equipment positioning

I'm looking for a Jira specialist to help me create a custom automation that will generate a child issue for each paragraph in a parent issue. The child issue should inherit all attributes of the parent issue. Each paragraph in the parent issue will automatically create a separate child issue based on that paragraph. A way for Jira automation to identify a double line break needs to be created. The automation should auto populate all the child issue field with the same attribute as the parent. See attachment for example Key Requirements: - The child issue should be created in Jira Cloud. - The automation should be triggered when a parent issue's description is updated and contains a double line break. - The child issue should mirror all att...

...capturing and PCB layout. BOM (Bill of Materials) with sourcing options. Documentation for assembly, testing, and troubleshooting. Qualifications: Proven track record with PCB design for power-intensive and multi-function projects. Proficient with voltage regulation techniques in PCB designs. Familiarity with RP2040 microchip and serial communication protocols. Proficient in electronic design automation (EDA) tools. Strong analytical skills and attention to detail. Proposal Requirements: Portfolio showcasing relevant projects, especially those involving power management and microcontroller integration. Detailed proposal including timeline, milestones, and budget estimation. We are excited to collaborate with a professional who is passionate about bringing advanced electronics p...

...of a talented developer to create a web-based CRM system for my business. Here's what I need: - The CRM system should be accessible through a web browser. - Its primary function will be sales tracking. I want a solution that will help me monitor and manage sales effectively. I envision the CRM system to perform sales tracking in the following ways: - By individual salesperson: The system should show the performance of each salesperson. This way, I can analyze their work, reward high performers, and provide feedback to those who need improvement. - By team: It should also provide an overview of each sales team's performance. This will help me assess the overall productivity and effectiveness of my salesforce. - By product/service: The CRM...

I am looking for a highly skilled professional who is proficient in coda.io. The right candidate will assist me with: - Creating 1-5 templates tailored to my business needs - Designing intuitive dashboards to streamline data visualization - Implementing moderate complexity automation processes This role demands a high level of attention to detail and a deep understanding of 's capabilities. Ideally, you will also demonstrate prior experience in template creation, dashboard design, and automation within similar platforms. Proficiency in understanding business requirements and crafting solutions that enhance operational efficiency is vital for this position. Get in touch if you harness these skills and are ready for a moderate level of technical complexity.

I'm seeking a designer for a wordpress website. I want 2 pages: 1. HOMEPAGE Header (Menu: Home-Residential-Commercial-Corporate-Media) -it needs to have a good distinction between RESIDENTIAL and COMMERCIAL services -it needs to have a clear button to apply for a CONTAINER REQUEST Footer 2. ABOUT US Header featured image Title Text Footer The focus of our website will be waste management, clean and professional. If chosen I need the design in figma, Adobe XD, or photoshop

I require a webpage which will primarily serve to display information by filtering it. Key functionality would involve options to add, remove, edit the items (by me only). Most importantly to filter them by anyone visiting the website. The items are filtered by multiple tags that the items should have, they can have 0, 1, 2 or many of the same “category” types. They also need to have categories for easy separation. The webpage will have roughly 100-200 items. More detailed information can be given privately. This webpage is for personal and group of friends use, not professional. The items themselves will consist of an icon of the item (32x32 pixel) and will follow the information on the items for the remaining 95% of the "item card"

...for a skilled professional to automate the task of entering data from specific Outlook emails into a structured format. The ideal candidate will have experience in: - Automating data entry tasks, and particularly from emails. - Working with Outlook's API or related tools. - Developing scripts or software to extract and categorize email content based on specific criteria. Key requirements include: - Extracting and processing data from emails based on criteria like sender's identity and keywords. - Ensuring the data is accurately transcribed and structured according to a predefined format. - Ensuring the process runs smoothly and efficiently, with the ability to handle a large volume of emails. - Providing a user-friendly solution, which could potentially be adju...

I'm looking for an experienced professional to create a bold, colorful, text-only PDF document for promotional purposes. Key deliverables include: 1. A visually appealing, well-structured PDF document 2. The implementation of a bold, colorful theme to align with our brand voice Given the nature of the project, a keen eye for design and strong skills in creating promotional content are ideal. It's important that you can express information in an engaging, easy-to-understand format. However, the main focus should not be solely on design but the alignment of the text layout to the overall visual concept as well. This PDF aims to stand out yet convey the necessary information effectively. Your previous experience working on similar promotional materials will be highly consid...

...content writer to craft engaging and creative content for my product-focused website. The tone should be both creative and engaging, with a focus on selling a product or service to professionals aged 30-50. Content should be made without the use of any AI as this will be tested. Key Requirements: - Experience in writing compelling website content - Understanding of product-focused content aimed at home owners and professionals - Proven ability to write in a creative and engaging tone - SEO knowledge to optimize content for search engines - Familiarity with creating persuasive copy that drives conversions - Advise on website design tweaks and images to use Your expertise in crafting content that resonates with professionals will be crucial in this project. A portfolio showcasin...

I'm in need of a sign and seal for my home residential design project. My primary requirement is to have my architectural plans properly signed and sealed. I'm not requiring any changes as drawings are already completed. The drawings conform to code, and I'm just needing sign and seal for state of Florida. Ideal candidates for this task should have the following qualifications: - Previous experience in residential home design permit verification - Familiarity with architectural plan protocol - Knowledge of legalities concerning architectural plan sign-off in Florida Your main task will be to review the architectural plan and render a valid sign and seal. This project is fairly straightforward and is essential for my work's progression. Drawings attached...

I am looking for an experienced developer to create a mini software that will automatically fill out a specific Google form. The software should be developed using and Pupeteer/node js, employing Stealthfox to create cookies and for functio...Pupeteer/node js, employing Stealthfox to create cookies and for functionality. Key Requirements: - Utilize for creating a browser profile and Stealthfox for cookie generation - Capable of interfacing with - Automated form completion for a Google form Ideal Freelancer: - Skilled in Pupeteer and node js for browser automation - Experience with and Stealthfox - Proficient in web form automation In your application, please highlight your experience in similar projects. Thank you.

I need help with Freelancer who is based in Oman only...So bid accordingly....

Being a product designer who primarily focuses on automation, I'm seeking skilled mechanical engineers to help design a new product that will optimize our manufacturing processes. The main goal of this project is to introduce mechanical designs that would improve efficiency, increase durability and reduce costs in our production line. The following task scopes will be involved: - Conceptualization of innovative mechanical designs. - Analysis and evaluation of mechanical systems. - Product development incorporating automation in manufacturing processes. The ideal freelancer for this job will have: - Significant experience in mechanical engineering. - Expertise in automation and manufacturing processes. - Proficiency in CAD software for designing. - A solid unde...

I am seeking to create a marketplace using Magento for selling beauty and cosmetics from various brands. This platform will be complete with various essential features, comprehensive affiliate module, and multiple payment methods. - Marketplace Features: The site should contain product search and filter options, user reviews and ratings, and a secure shopping cart and checkout process. - Payment Methods: The platform should support multiple payment methods including Credit card, PayPal, Bank transfer, Boleto bancario, and Debito. - Affiliate Module: The marketplace will also need a robust affiliate module with functionalities including affiliate tracking and reporting, commission and payout management, promotional tools and banners, alongside a recruiting program. The ideal freelanc...

We're on the hunt for an experienced mobile app developer to create an innovative software for iOS and Android devices. A central feature of the app is its ability to let users upload a home photo and modify the driveway with custom colors and textures of our products. Key Features Required: - Photo capturing capability via device camera - Feature to apply our product colors and textures to the driveway area in the photo - Predefined color and texture options along with color picker tool for customizations Ideal Skills: - Proven experience in mobile app development, with a focus on photo editing features. - Proficiency in iOS and Android platforms - Ability to integrate color picking tools and texture mapping features. Our primary goal is to boost our custom product sa...

I need to create a quantitative analysis system for the Finance market. I already have the calculations, but I need someone to pull the data using an API and perform the calculations to achieve the desired result using Python.

Hello our company has built an online open banking payment gateway. I need people that have Lloyds, HSBC, NatWest, Barclays, Standard bank accounts. I will create a link for you with 12GBP value , i would like you to record a video of the full procedure while you are paying it and what difficulties and describe what difficulties did you face. You will get paid 25GBP for your work , (12 of your payment + 13 for your 3 precius minutes)

As a growing organization catering specifically to homeowners and potential home buyers, we need skilled graphic designers to develop our comprehensive brand guidelines. This will include essential design elements like: - Logo - Typography - Color palette Our brand appeals to individuals interested in purchasing or who already own homes. As such, your designs need to be clean, engaging, and inclusive - building trust and relatability. Although specific design styles weren't stated, we welcome creativity. Present us with your experiences and ideas. Show us that you're able to develop a unique, compelling and consistent brand identity that will resonate with our target audience. Ideal skills: - Proven experience in creating brand guidelines - Strong understanding of how...

I am seeking a skilled Python developer with expertise in troubleshooting to resolve an issue with an application. The main purpose of the application is data analysis, web scraping and automation. Currently, the application has been crashing or freezing right at the startup. The ideal candidate for this job should have: - Extensive experience in Python programming - A background in data analysis, automation and web scraping domains - Proven track records troubleshooting application start-up crashes or freezing - Good problem-solving skills, ability to diagnose and fix bugs efficiently. Your main task will be to identify and fix the issue causing the application to crash during the startup. This is a critical project, so a timely resolution is vital.

I'm in need of an exp...particular focus on training models for Text-to-Speech (TTS) applications. In this project, I require assistance in training a dataset from scratch to create a functional, ready-to-use model for Coqui AI TTS specifically designed for the French language using a specific voice. Key requirements: - Intermediate to Advanced level experience in machine learning and NLP. - Previous experience in training TTS models, especially with Coqui AI. - Proficiency in French is a plus. - Familiarity with working on a model for a specific voice. The ideal candidate should be able to guide me through the process of dataset preparation, model training and fine-tuning, and assist in making the model ready for deployment. Please only apply if you have a proven trac...

I’m in search of an experienced WordPress developer, particularly knowledgeable in the Listeo theme. The project revolves around significant improvements to my website’s overall performance. - Performance Improvement: I need someone who can improve the ease of using the site Proficiency in WordPress and the Listeo theme is a must for this task. Your expertise can play a vital role in improving the user experience of my website.

...with an image recognition project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background in Machine Learning and a track record of successful projects in image...

Having an 1040 I've previously handled personal tax return. However, I'm now urgently in need of a tax return amendment specialist who can swiftly and accurately adjust elements of my tax return. This will encompass the following areas: - Income adjustments -Write off my home write i conduct business at. -I use my vehicle -[Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions] meetings internet I'm looking for someone with specific experience in these areas who can decipher complex financial information with ease and deliver accurate results. The task is to be completed impressively swiftly - on the same day. I expect the freelancer to be wholly familiar with 1040 X filing, comprehensive in understanding deduction that...

...experience in developing network marketing and sales management systems. This project will involve the creation of a comprehensive system that integrates sales and inventory management, along with a mobile application for Android and iOS. Key Features of the System: - User Registration and Login: A secure and easy-to-use registration and login system for users. - Sales Tracking and Reporting: Ability to track sales data and generate detailed reports. - Inventory Management: Manage and track product inventory within the system. - Partner Activity Tracking: A feature that tracks partner activities, sales, and commissions. - Communication & Marketing Tools: The system should include tools for email marketing, social media sharing and posting, and SMS...

I recently applied for asylum due to my status as a bisexual individual and unfortunately, my application was refused due to credibility concerns. I'm in need of a professional who can help me create a compelling presentation that addresses these concerns effectively. Key Points: - The central focus of the presentation will be to bolster my cr...human rights issues, particularly those concerning LGBTQ+ individuals, would be beneficial. - Excellent communication skills to convey complex ideas in a clear and engaging manner. - Experience in working with individuals from diverse backgrounds and an understanding of the nuances of asylum applications are a plus. - Empathy and an ability to connect with the audience emotionally in order to drive home the credibility of the present...

Zeek ntrusion Detection System - in Ubuntu Applying this step in the video, recording a video during the application and explaining the steps in audio I'm looking for a seasoned network professional with experience in Zeek intrusion detection system. The main goal of this project is to monitor network traffic effectively and provide real-time alerts. Key Responsibilities: - Set up and configure the Zeek intrusion detection system on a virtual network. - Based on the project goal, the emphasis is on monitoring network traffic efficiently. - The type of network traffic to be monitored was not specified, thus a capability to monitor both LAN and WAN traffic would be ideal. Required Skills & Experience: - Proficiency in network monitoring and

I'm in search of male and female Voice Over (VO) artists who specialize in Dhivehi, a language spoken in Maldives, for my upcoming series of commercials. This project involves both video and audio aspects. Key Requirements: - Fluency in Dhivehi language - Experience working on commercial projects - Capability to deliver a serious, professional tone - Able to work on both video and audio platforms Ideal candidates should have experience working in the VO industry, particularly with commercials. It's required to maintain a serious and professional tone throughout the assignments. Any samples of your previous work are appreciated. Please share if available.

I need an experienced optical engineer to help design an imaging system primarily intended for lithography. The tasks that I expect the freelancer to perform include: I am building a projector to expose a photosensitive-coated target with UV light. This projector must have an adjustable image output that varies from 0.1 reduction [image source to target image] down to about 0.02 reduction. At all image reduction settings, the focus must be adjustable. The input image will vary from about 5mm to 1mm, and the output image will be from 1.5mm to 0.25mm. The light source will be LED, outputting 50 watts of mid-UV light. The output of this gig shall be a drawing/sketch of the relative positions of each optical element in relation to the light source [UV light], the source image/film, ...

We're seeking a talented 3D artist capable of producing captivating photorealistic renders and videos for a range of products. The ideal candidate must excel in rendering techniques, possess meticulous...expertise in 3D rendering, modeling, texturing, and lighting. Proficiency in industry-standard 3D software. A strong portfolio showcasing past product visualisation projects. Exceptional attention to detail and consistent delivery of high-quality results. Excellent communication skills and ability to work effectively in a team. Preferred Qualifications: Experience across multiple industries like home improvements, and architecture. Familiarity with compositing and post-production techniques. Knowledge of motion graphics and animation. Understanding of photography principles a...

I'm in need of a professional website for my insulation and cladding company. The main focus of this website should be to generate leads and inquiries. Essential Features: - Project Gallery: A visual portf...work. - Services: A clear and concise presentation of our services, focusing on why clients should choose us over competitors. I envision this website to have between 5-10 pages in total. The design should be clean, modern, and reflect the professionalism of our company. I'm looking for a web developer who has experience creating lead generating websites, particularly in the construction or home services sector. The ideal candidate should be able to understand the target audience and design a user-friendly, SEO optimized website. Please include samples of previo...

I'm in need of a talented DevOps engineer, proficient in AWS and GitHub Actions, to assist with an array of DevOps tasks. Key Tasks: - Deploying web applications - Infrastructure automation - Continuous integration and deployment (CI/CD) The applications are built using Java, requiring deep expertise in this language for effective collaboration. To succeed in this job, a solid understanding of web applications, coupled with extensive experience using AWS and GitHub Actions, is critical. Automation skills are also vital. Join us and help make our Java web application deployment seamless and efficient!

...create a static website using WordPress as the CMS. This website is primarily intended to showcase my products, hence, the inclusion of various features to enhance this purpose. Key Features: - Content Management System (CMS) using WordPress - Product categories: up to 5 categories - Dealer inquiry form - Home page banner - General inquiry form with a captcha - Slider functionality - No shopping cart or payment gateway - Articles section Ideal Skills: - Proficiency in WordPress and static website development - Experience in creating CMS-driven websites - Graphic design ability for home page banner - Understanding of product showcase and dealer inquiry integration - Expertise in implementing sliders and captcha functionalities Prior experience in building similar...

I'm in need of a skilled systems analyst to focus on writing, developing and enhancing a SRS for an Electronic Medical Record (EMR) system. Key experience and skills needed for this project: - Strong background in system analysis. - Proven experience in writing and developing SRS. - Great understanding of logic and authentication. - Proficient in data management and reporting skills. - Prior experience in handling EMR systems is a bonus. Post your hourly rate that you will work for this project. Placeholders bids will be removed.

...create a comprehensive solution for my company. We aspire to establish an efficient document management system, streamline our workflow automation, enhance collaborative tools, and set up intranet, internal websites. Key Features: - Document Management: The system must offer us precise control over our documents, storing, organising and managing them effectively. - Workflow automation: The SharePoint solution should provide a platform where routine tasks are automated, improving efficiency in our business processes. - Collaboration tools: The system should enhance our team collaboration making work more flexible, organised, and productive. - Intranet & Internal websites: We require a system that allows for effective communication and i...

I'm looking for a skilled logo designer with a knack for generating modern styles. My main goal is to create a logo that establishes brand recognition. The aesthetic we're aiming for is cool and calm colors, ensuring a design that genuinely represents our vision. The ideal candidate should have: - Experience with modern design principles - A portfolio showcasing their ability to utilize cool and calm colors in their designs - A deep understanding of how to create strong visuals for brand recognition.

I'm looking for a freelancer who can help me automate my JIRA tasks by creating a subtask for every paragraph within the Description field. Key Requirements: - The automation should trigger whenever there's a double line break in the description. - The subtask should inherit all attributes from the parent task, including Summary and parsed Description. - The parsed paragraph from the parent task should be included in the subtask. Successful freelancers should be able to: - Build JIRA automations - Be familiar with the JIRA system and the programming languages or tools that can be used for creating such automations. This includes JavaScript and any other language that JIRA supports. Your application should demonstrate your expertise and experience in this area. P...