Reinforcement learning jobs

I'm in need of a talented female or male voiceover artist with an Indian accent for a project. The voiceover should convey an intern-like tone, suggesting a level of eagerness and learning, but still maintaining clarity and professionalism. Ideal Skills: - Experience in voiceover work - Ability to adopt an 'intern' tone - Clear and professional delivery - Indian accent - Female voice Please provide samples of your work that fit this criteria.

I need a fully functioning online schooling platform, Jerrison International, aimed at adult learners. The platform must include: - Live Classes: Real-time interaction between instructors and students. - Pre-recorded Courses: A library of on-demand content for flexible learning. - Discussion Forums: Spaces for learners to engage, share and discuss. This project requires a professional with experience in e-learning platform development, particularly one that caters to adult learners.

Project Overview: I am an academic teaching law to students in the UK, preparing them for the bar exam. I aim to transform my teaching materials into an engaging online course, which will be hosted on platforms like YouTube. This project involves creating e-learning content that will continue throughout the course. This is the first episode of a course titled ‘Business Law and Practice’, which will cover various concepts of how businesses operate under English law. The course will consist of approximately 22 chapters, with each chapter containing multiple episodes. Scope of Work: • The first episode is around 10 minutes long. Please provide a quote based on a 10-minute video, with margin for the final version to be slightly shorter or longer. • The fir...

... Safety Systems and Emergency Response Fire Detection and Suppression Systems Modern gas-based systems (e.g., FM-200, CO2 systems). Emergency Shutdown (ESD) Systems Managing ESD for LNG carriers and offshore platforms. Personal Safety Equipment Use of electrical hazard-rated PPE, including arc flash suits. 11. Data Analytics and Digital Integration Data-Driven Maintenance Using AI and machine learning to predict equipment failures. Big Data in Marine Operations Leveraging fleet-wide data for optimizing asset management. Role of IoT (Internet of Things) Integration of smart sensors and IoT for operational efficiency. 12. Case Studies and Best Practices Electrical Fault Incidents Analysis of real-world electrical system failures and lessons learned. Energy Efficiency Success Storie...

I'm looking for an experienced video editor to help me edit my YouTube video. The primary purpose of the video is educational, so the editing needs to be clear and concise to maintain viewer engagement and facilitate learning. Key requirements: - Basic cuts and transitions: You will need to skillfully cut the video and use transitions to keep the pace appropriate for educational content. - Supplementary text: The video will require titles and subtitles to be added. You should be able to create a coherent visual narrative with these elements. Ideal skills and experience: - Proven experience editing educational YouTube content. - Proficiency in video editing software. - Ability to create and integrate titles and subtitles seamlessly.

I'm seeking a detailed academic review on Deep Metric Learning (DML) within the context of computer vision. The review should comprehensively cover the following seven areas: 1. An introduction to metric learning (ML) and Deep metric learning (DML) in computer vision (4000 Words). 2. An introduction to noise and missing data in computer vision (4000 Words). 3. An exploration of how Deep Metric Learning handles missing data (4000 Words). 4. An investigation of how Deep Metric Learning deals with noisy data (4000 Words). 5. A study on how Deep Metric Learning copes with Open Set Recognition (4000 Words). 6. A computation for this review (500 words). 7. A conclusion of the review (500 words). Key Requirements: - The entire document must be form...

...selves. That’s why we’re dedicated to supporting children and their families as they take those first, vital steps. Starting healthy habits early gives kids the tools they need for a brighter, healthier future. In today’s fast-paced world, it can be tough to find time for balance and build good habits, but that’s where Healthy Heroes comes in. We’ve designed an interactive platform that makes learning healthy habits both fun and easy for kids. By turning everyday routines into games, Healthy Heroes helps kids gain confidence and develop essential skills for life. Through engaging activities, fun rewards, and simple tools for tracking progress, Healthy Heroes transforms health and wellness into an exciting adventure. It’s more than just an appli...

I'm seeking a data science person who loves playing with data and analyzing using data science techniques. The data primarily revolves around numerical, specifically stock market data. Key skills: Data Science, Statistics, Machine learning, Data Analysis, Python

We are seeking an experienced and innovative AI Developer to design and implement cutting-edge AI-driven applications within our case management software to enhance work efficiency in a dynamic law firm environment. The ideal candidate will have a strong background in artificial intelligence and machine learning, coupled with an aptitude for understanding the legal domain. You will collaborate with legal professionals and technical teams to develop intelligent solutions that streamline workflows, automate repetitive tasks, and improve decision-making processes. Key Responsibilities: - Automate the filling of Client intake forms and Court filing forms. - Assist in legal research and data extraction. - Support in Contract drafting and management, including form filling and compl...

I'm seeking a talented storyboarding professional for an eLearning project aimed at graduate business students. Key Responsibilities: - Develop engaging and pedagogically sound storyboards for academic courses in business - Align storyboards with course objectives and learning outcomes Ideal Skills and Experience: - Proven experience in storyboarding for eLearning, specifically for academic courses - Strong understanding of business concepts at a graduate level - Excellent communication and collaboration skills - Proficient in using eLearning development tools and software

...isolate specific objects (nails) within an image. • Segment and extract each object as a separate image file. • Use computer vision techniques (e.g., edge detection, contouring, or deep learning) to ensure accuracy. • Handle varying image conditions, such as lighting, angles, and backgrounds. • Provide clean, well-documented, and reusable code. Requirements: • Strong proficiency in Python. • Experience with image processing libraries (e.g., OpenCV, PIL, scikit-image). • Familiarity with computer vision techniques such as object detection, segmentation, and contouring. • Knowledge of deep learning frameworks (e.g., TensorFlow, PyTorch, or Keras) for advanced segmentation tasks, if necessary. • Strong problem-solving ski...

I have a 30 GB .DAT file containing binary data that needs to be processed and classified using a Convolutional Neural Network (CNN). The output from the model should be classification labels. Ideal candidates for this project should have: - Proficient experience in machine learning, specifically with CNNs - Ability to handle and process large datasets - Familiarity with .DAT and binary data - Skills in data preprocessing and feature extraction - Experience in delivering classification labels from a trained model Your expertise in these areas will be key to the successful completion of this project

At SignsAtelier, we operate in the advertising industry, creating logos, banners, business cards, and other printed materials that best repre...**Benefits** • No experience in printing or production is required. • Each area of expertise is evaluated separately, so you will only work on the areas you excel in. For example, a designer specialized in business cards will not be assigned packaging design tasks. • Workload is evenly distributed among multiple designers in the team. **Application Process** **Before applying, we recommend learning more about our company by searching “SignsAtelier” on Google and visiting our website.** • Please email your updated portfolio and resume to us for consideration. We’re excited to welcome creative desig...

I'm seeking a talented iOS developer with a minimum of 2 years of experience to help me create an engaging and dynamic education app. The ideal freelancer should have a solid ba...particularly in the education sector. Key features of the app will include: - Interactive quizzes and assessments to gauge user understanding and progress - Video tutorials to supplement learning and keep users engaged Additionally, the app will need to cater to three distinct user roles: - Student The ideal candidate should be well-versed in implementing different user interfaces and functionalities for diverse user roles. Experience with educational apps would be a significant advantage. I'm looking for someone who is not just technically proficient, but also passionate about creating a val...

I'm in need of a skilled Machine Learning professional who can assist with developing pseudocode and a flow chart for an image classification project. The primary focus is classifying medical images. Ideal skills and experience: - Proficient in Machine Learning and data classification - Experience with image classification - Familiarity with medical images - Ability to develop clear pseudocode and flow charts - Strong communication skills to explain complex concepts in simple terms

I'm in need of a highly skilled freelancer to create a sophisticated stock market prediction system. This system should have the capability to analyze a variety of data sources, including: - Historical stock prices - Technical indicators - News and social me...this system is to provide detailed market insights and forecasts. Specifically, I want the system to be able to predict the next price target for a given stock and generate buy/sell signals based on its analysis of historical price trends and technical indicators. Ideally, the freelancer for this project should have extensive experience in financial market analysis, data science and machine learning. Proficiency in programming languages such as Python or R, and experience with data visualization tools will be a signifi...

I'm looking for a voice-based system that identifies the speaker and do some classification. The system should be built on a voice based transformer-based model and should p...identifies the speaker and do some classification. The system should be built on a voice based transformer-based model and should process both real-time and pre-recorded audio inputs. Key Features: - The system should be able to detect and classify - It should also be able to identify the person speaking. - Built on a transformer-based model. Ideal Skills and Experience: - Expertise in deep learning ,Transformer model and audio processing. - Experience with transformer-based models. - Previous work on speech detection systems. - Proficient in developing for various audio input types, both real-time an...

I'm seeking a skilled machine learning expert to develop a model capable of detecting leopards via surveillance cameras in forest environments. The model should be trained to process and analyze high-resolution (4K or higher) images, identifying the leopards amidst the natural setting. Key Requirements: - Expertise in machine learning, particularly in image recognition and processing - Experience with developing models for wildlife detection - Familiarity with surveillance camera systems - Ability to handle and analyze high-resolution video footage Please provide examples of similar projects you've completed in your proposal.

I am in need of a comprehensive aHi i am looking for best backend or front end devloper to fulfil my requirents for e-learning website. Currently i am using tutor lms pro plugin. I need some backend customization and the details will be given below. Job Role:- 1) All of our course will be paid but in our gigs/course, if someone checkout, we will give a dummy checkout page (Need customization) 2) To access all of our paid course, we will create a hidden private sign up link/ If someone sign up with thos link they will get access all of our courses for free 3) Easily create 100's of review by myself 4) Other people if put review then it will not publish until admin approved 5) Next thing you need to embed video as well in the course section with my video hosting platform an...

I am a beginner seeking a dedicated professional to train me in various aspects of graphic design. Areas of focus will include graphic design principles, logo design, social media design, and banner design. The ideal candidate for this project should have extensive experience in graphic design and an ability to convey complex concepts in an understandable way. Key Skills and Experi...design software (Adobe Illustrator, Photoshop, etc.) - Experience in teaching or tutoring - Strong communication skills - Portfolio of previous design work Training will be conducted through one-on-one sessions, so the trainer should be able to provide personalized attention and guidance. Please note this is a beginner-level training, and the pace of the sessions will be adjusted according to my learning...

I'm seeking a mentor with deep knowledge in AI and machine learning, especially in neural networks, natural language processing, and reinforcement learning. I need help grasping theoretical concepts and would appreciate practical examples, case studies, and real-world applications. Ideal skills: - Extensive knowledge and experience in AI and machine learning - Ability to explain complex concepts in an understandable way - Experience with teaching or tutoring - Practical experience with case studies and real-world applications

I'm looking for a Machine Learning expert. The specifics of the project, including the type of machine learning task, industry relevance, and data type, are yet to be defined. Ideal Skills: - Extensive knowledge of various machine learning techniques and algorithms. - Proficiency in Python and relevant ML libraries (e.g., TensorFlow, scikit-learn, Keras). - Strong statistical and data analysis skills. Experience: - Prior projects in Machine Learning, with demonstrable success. - Experience in industry-specific projects (especially in Healthcare, Finance, or E-commerce) will be a plus. - Proven track record of working with different data types (Text, Image, Numerical). Please note that the project details will be provided later. Your ability to adapt an...

...unlock enchanted forests for rare, powerful materials. Fishing: Fish for food, rare items, or treasure in serene ponds, rivers, and lakes. Unlock different rods and lures as you progress. Tools: Fishing Rod, Lures, Fishing Net. Example: Start fishing for basic fish, moving up to legendary catches like golden carp or magical creatures. Archaeology: Discover lost artifacts and treasure chests, learning more about the game world’s lore. Higher skill levels reveal hidden caves and ancient ruins. Tools: Shovel, Brush, Excavation Kit. Example: Start finding minor trinkets, progressing to legendary ancient weapons or gear tied to the game’s history. Gear and Loot: Gear progression is tied to both combat and crafting. As you level, you unlock: Weapons: From simple wooden c...

Project Overview This project involves creating widgets with a specific software The goal is to understand and replicate the processes for future widget creation. Candidates will have the opportunity for weekly collaborations over the coming months, with contact ranging from 0 to 4 hours per week. Pleese apply to this job with a direct message to me explaining me your experience learning new techologies. Thank you

I'm seeking a partner to help me establish a domain and develop a website featuring interactive courses. This site may potentially incorporate a Large Language Model (LLM). Key Features: - A platform for delivering interactive courses - Incorporation of video lectures with playback ...a domain and develop a website featuring interactive courses. This site may potentially incorporate a Large Language Model (LLM). Key Features: - A platform for delivering interactive courses - Incorporation of video lectures with playback options - Integration of discussion forums for course interactivity Ideal Skills & Experience: - Proficiency in web development - Experience in creating e-learning platforms - Knowledge of integrating LLMs into websites - Ability to create engaging, user-...

I'm looking for someone with strong expertise in machine learning to implement a model using Retrieval-Augmented Generation (RAG) and perform fine-tuning for our company. The goal is to leverage this model for internal use, optimizing it for our specific needs

Job Description: Seeking a skilled PHP developer to build a sophisticated DIY Credit Repair and Financial Blueprint Web Application with integrated AI features and a robust affiliate management system. Project Overview: • Custom web application for credit repair and financial planning • AI-powered financial ...marketing systems • Expertise in secure payment gateway integration • Database optimization and management • API development and integration • OpenAI fine-tuning experience • Chat GPT fine-tuning experience • Security implementation for financial data Required Skills: • PHP • MySQL • RESTful APIs • HTML5, CSS3, JavaScript • Payment gateway integration • OpenAI • Chat GPT • Machine ...

I'm in need of an AI expert to develop a machine learning model specifically tailored for the healthcare industry. This model should have capabilities for text classification, sentiment analysis and language translation. Key Requirements: - Extensive experience in AI, particularly in developing machine learning models. - Proven expertise in natural language processing (NLP) applications with a focus on text classification, sentiment analysis and language translation. - Deep understanding of the healthcare industry and its specific needs. - Strong portfolio demonstrating previous relevant projects. Please provide a comprehensive list of your past projects in the AI field, particularly those related to healthcare, machine learning and NLP.

I am in need of an experienced AI Model Developer who can assist in designing, training, and optimizing a machine learning ensemble model for numeric datasets, with a specific focus on sensor data and time-series analysia for body motion projects. Datasets is small ( 9.1 MB ) Budget : 70$ Time: 3 days

I'm in need of a skilled AI programmer with a focus on computer vision. The primary function of this AI will be to classify images from a real-time feed coming from a camera. Ideal Skills and Experience: - Proficient in AI programming with a strong emphasis on computer vision. - Experienced in developing image classification systems. - Familiar with working with real-time dat...programmer with a focus on computer vision. The primary function of this AI will be to classify images from a real-time feed coming from a camera. Ideal Skills and Experience: - Proficient in AI programming with a strong emphasis on computer vision. - Experienced in developing image classification systems. - Familiar with working with real-time data feeds. - Strong understanding of AI and machine learning...

I'm a professional Licensed Clinical Social Worker seeking a professi...should provide a variety of SIMPLE guided meditation and mindfulness exercises to help users manage stress and improve their mental wellbeing. - Mood Tracking: A feature that allows SIMPLY AND SMOOTHLY users to track their mood over time, helping them identify patterns and triggers. - Exercises/Assessments to explore and identify the users, Love Language, Apology Language, Communication Style, Learning style etc. Ideal Skills and Experience: - Proven experience in developing wellness or mental health apps. - Proficiency in cross-platform app development (iOS, Android, Web). - Understanding of meditation and mindfulness techniques would be a plus. Please provide examples of your previous relevant work in...

I have a stock price prediction project where I require assistance with the implementation of a machine learning model. My goal is to deploy this model on a cloud service. Key requirements: - Expert in machine learning and stock price prediction - Proficient with model implementation - Experience with deploying models on cloud services - Understanding of various cloud service providers and their capabilities Please note, while I haven't selected a specific cloud service provider yet, familiarity with AWS, Google Cloud, and Microsoft Azure is advantageous.

I'm seeking a skilled developer to create an application that extracts text data from various types of PDFs (both scanned and digitally created) and generates Word documents using the extracted information. Key Requirements: - Expertise in app development with a focus on data extraction...a focus on data extraction - Proficiency in handling both scanned and digitally created PDFs - Experience in automating Word document generation - Familiarity with PDF parsing libraries and text extraction tools - Knowledge of OCR technology for scanned documents Ideal Skills: - Strong programming skills (Python, Java, C# etc.) - Experience with document automation - Understanding of machine learning for improved data extraction accuracy - Attention to detail to ensure data is extracted and...

I'm looking for a Google Ad expert who can help me increase website traffic through a targeted local campaign. Target Audience: - Specifically, I want to reach working-age adults, particularly the owners or product buyers employed by home decor stores, furniture stores, and lawncare centers. Ideal Skills: - Expertise in Google Ads - Knowledge of targeting techniques - Interest in learning about the wholesale furniture and home decor industry Please provide your proposed strategy and past successful campaign examples in your bid. Project would include initial setup, weekly traffic reports, and weekly optimization from now until March 4th. We would need the ad campaign to start by the Jan. 28 The web page that we want to promote with this draft isn't quite ready yet bu...

I'm looking for a dedicated marketing professional who can help increase sign-ups for an online programming learning platform. This is a commission-based role, rewarding you for every successful sign-up. Key Responsibilities: - Execute targeted email campaigns aimed at students - Develop and manage engaging social media advertising strategies Ideal Skills: - Proven experience in email marketing and social media advertising - Strong understanding of the student demographic - Excellent communication and persuasive skills Your success in this role directly translates to your earnings, making it an exciting opportunity for those who are driven and passionate about education and technology.

Project Title: Experienced RF Circuit Trainer Required for Comprehensive 3-Month Program Description: I am an experienced professional specializing in power supply and OP-AMP design. I am seeking a seasoned RF circuit trainer to provide an in-depth, structured learning program covering fundamental and advanced RF circuit design concepts. The training will span three months, focusing on both theoretical knowledge and practical application, including the use of industry-standard tools like Advanced Design System (ADS). Training Objectives: The program should comprehensively address RF circuit design, analysis, and simulation techniques. Specific topics to be covered include: 1. Fundamentals of RF Circuit Design: - Core RF principles: Transitioning from the time domain...

... work experience, education, skills, certifications, etc. - Automatically populate the job seeker's profile with this data. - Provide an intuitive interface for job seekers to review and correct the parsed information. 3. **AI-Driven Job Matching:** - Use AI/ML algorithms to analyze JDs and match them with parsed CV data based on skills, experience, and keywords. - Continuous learning to improve matching accuracy over time. 4. **Job Posting System:** - Recruiters can post job descriptions with specific qualifications, skills, and roles. - System suggests CVs based on AI matches. 5. **CV Management:** - Secure storage for CVs with encryption for data protection. - Version control for CV updates by job seekers. - Recruiters can download or vie...

I'm venturing into a new enterprise and need a Vegetable Picker Robot. The primary function of this robot will be...enterprise and need a Vegetable Picker Robot. The primary function of this robot will be to identify and pick ripe, fruit vegetables such as tomatoes and cucumbers. Key Responsibilities: - The robot must be equipped with the ability to identify ripe fruit vegetables. - It should be able to pick these vegetables efficiently and accurately. Ideal Skills: - Robotics engineering - AI and machine learning for recognition and navigation - Experience in agricultural technology I'm looking for a freelancer with a strong background in robotics and agricultural technology to bring this project to fruition. Please provide examples of similar projects you have complet...

I am seeking a seasoned embedded firmware engineer to tutor me in microcontroller programming, specifically with TI C2000 and STM32H742ZG microcontrollers. As a beginner in this field, I am looking for a mentor who can provide hands-on project-based learning. Key Requirements: - Proficiency in embedded firmware engineering and microcontroller programming, particularly with TI C2000 and STM32H742ZG. - Experience in teaching or tutoring, with the ability to explain complex concepts in a simple and understandable manner. - A hands-on approach to teaching, with the ability to design and implement engaging projects. - Patience and understanding, as I am just starting out in this field. I need to learn programming at least with 5 projects.

Summa Linguae (https://summalinguae...() is seeking skilled annotators with a deep understanding of SQL language and a keen eye for detail. Your task will be to enhance and develop Semantic models, identifying queries that need an enriched model and crafting the necessary SQL queries. A love for AI and improving Machine Learning is key. Key Requirements: - Strong knowledge of SQL language - Experience with Semantic models - Attention to detail and ability to follow instructions - Passion for AI and improving Machine Learning - Primarily using MySQL Apply using this Please fill out the provided form and include your CV for consideration. Applications without a CV/profile or submitted outside of this URL will not be evaluated.

I'm looking for a Python machine learning expert who can help me with a machine learning project. The specifics of the project have not been defined yet, so flexibility and a broad range of skills and experience will be key. Ideal Skills and Experience: - Proficient in Python with a strong understanding of its machine learning libraries such as Scikit-Learn, TensorFlow, Keras, etc. - Experience in a variety of machine learning techniques. - Ability to work with different types of data. - Strong problem-solving skills and creativity to define the project objectives.

Improving a virtual learning environment focused on drones. I'm looking for a skilled Moodle developer to help optimize my organization's existing Moodle site for our specific needs. This includes adjusting administrative processes to be more efficient and enhancing the user interface and experience. The goal is to create a more intuitive and visually appealing experience for all users. This work would need to be accomplished within two months of the start date (projected Q4 2025). Key Focus Areas: - Course Management: Evaluate and optimize the course management/user management tools to improve efficiency and usability. - Course: Redesign an existing course (or courses) for improved engagement/interactivity, layout, design, and ease of use. Ideal Skills and Exp...

I'm looking for a Mobile Developer to create a simple Augmented Reality mobile application. This app needs to utilize the video camera to recognize hands nails and place a virtual cube on top of them. No complex tasks involved such as adding UI elements. I'm just intere...application. This app needs to utilize the video camera to recognize hands nails and place a virtual cube on top of them. No complex tasks involved such as adding UI elements. I'm just interested in the camera feature. Prefered Technologies: - Flutter / React Native but I'm open for other suggestions if you think those will suit better. - For the hand nails recognition I would like a machine learning library that can be integrated and trained with different sets of hands nails resources but a...

Job Title: App Developer - Machine Learning & AI Expert for Ecosystem Platform Job Overview: We seek a skilled app development team or individual to create a transformative ecosystem platform for businesses , integrating machine learning, AI, and advanced technologies for a seamless user experience. The platform will support functionalities like quotations, vendor bidding, marketplace management, secure transactions, AI-driven recommendations, and personalized user experiences across various industries. Key Responsibilities: 1. App/web/UI Development: - Design a secure, scalable mobile app for iOS and Android (Flutter or React Native) and the website. - Integrate AI-driven algorithms for enhanced user experiences, including recommendation engines and dynamic bidd...

Machine learning model development for testing geographic data

Looking for tutor for undergraduate program computational biology, knowledge of biological data,sequencing data, algorithms, machine learning, protein to protein interaction sequence etcc

As a key member of our team, you will be tasked with developing a state-of-the-art React Native SDK, compatible with both iOS and Android. Your responsibilities will include: - Crafting reusable React Native components and modules. - Implementing core functionalities such as authentication, data synchronization, and push notifications. - Seamlessly integrating machine learning models with TensorFlow. - Thoroughly testing the SDK for stability and reliability. - Offering technical support for SDK users. Ideal candidates should possess: - Extensive React Native development experience. - Profound understanding of JavaScript, React, and React Native. - Prior experience in building SDKs or libraries. - Exceptional problem-solving and debugging capabilities. - Strong communication and...

...performance optimization techniques Benefits • This project offers an excellent learning experience in full-stack development, authentication mechanisms, and scalable application design. • Compensation will be modest but fair, with opportunities for future collaboration. Application Process Interested candidates should submit their applications with the following details: 1. Brief introduction and relevant experience. 2. Examples of previous projects (if any). 3. Technical skillset and tools they are proficient with. 4. Expected compensation for the project. 5. Availability and estimated timeline to complete the tasks. We look forward to collaborating with a passionate and talented individual who is excited about this learning opportunity and the chance to cont...

I'm seeking an expert in machine learning and computer vision to improve the accuracy of my current model which detects rust on ship surfaces from images. The images are fully annotated with corrosion areas. Key Requirements: - Expertise in machine learning and computer vision - Experience with image data - Ability to enhance model accuracy - Prior work in corrosion detection is a plus Your task will be to refine the model to better identify corrosion from the provided image dataset.

I need a machine learning/computer vision program that can detect corrosion on a ship hull or any image. The program should use YOLO or few shot methods and be able to analyze standard-resolution images, with a minimum accuracy of 70%. The images will be primarily taken while the ships are docked at port, and they will be in varied lighting conditions. Ideal Skills and Experience: - Proficiency in ML and CV - Experience with YOLO and few shot methods - Background in image analysis - Ability to work with varied lighting conditions Please make sure you can deliver a program that meets these specifications before bidding. Thank you.