I'm in search of a professional in deep learning, preferably a PhD, who can serve as a mentor for various aspects of neural network design, such as: - Designing neural networks - Explaining and ensuring a deep understanding of deep learning concepts - Training and fine-tuning of models for optimal performance The ideal candidate should possess: - A PhD in the field of deep learning - Previous experience in designing neural networks - Strong communication skills to effectively explain complex concepts in a clear manner You would be expected to help me navigate the intricacies of neural network design, understand the nuances of deep learning concepts, and assist in optimizing models for best performance. Your exper...
I am in need of a skilled freelancer to develop a cloud-based document management system. This system will be used within my small team, which consists of less than 10 users. Key Features: - File Storage and Organization: The system needs to allow us to securely store and categorize our text documents. - Document Indexing and Search: It should have an efficient indexing system with a powerful search capability, so we can quickly find and access the necessary files. Ideal Skills and Experience: - Proficiency in cloud-based technologies - Experience in developing document management software - Familiarity with creating systems optimized for small teams Please let me know your relevant experience and how you plan to approach this project.
Hi, Looking for an individual freelancer not companies We are small scale medical recruitment company based in Australia. Seeking for someone to do the below tasks for us on a monthly basis. It will be part time long term work 10-15 days a month approximately. Convert resumes to our Letterhead format (50 resumes a month approximately) Add candidates to Job Adder- we will give link & training (50 candidates a month approximately) Add updated details of candidates, medical centers, jobs & etc to system & our database Add new medical staff jobs to the system - From 25 websites approximately- twice a week Desirable Skills Attention to detail Very good knowledge in English Quick learning skills & hard work Past experience & good reviews will b...
I require a talented freelancer to construct a text-based logo, along with an engaging introduction focused on emphasizing my company's mission and values. Additionally, I'm looking for the concept and design of formal business attire. Requirements: - Aesthetic and definitive text-based logo design. - Draft an introduction with captivation, mirroring our mission and values. - Original and professional designs for formal business attire. Ideal Skills: - Extensive experience with logo design and typography. - Excellent written communication for the introduction. - Creativity and expertise in formal attire design. - Understanding of the apparel industry's current trends. - Proactive, innovative and deadline-oriented. And providing the type of logo...
I'm in search of a talented illustrator who can provide us with cartoon-based illustrations. The targeted audience for our book is kids aged 6-10. We need between 10 to 20 illustrations. The book is about a classroom of kids learning about learning disabilities and adhd and how they each have special skills. - Expertise: * Proficiency in cartoon-style drawing * Experience in children's book illustration * AWARENESS of what appeals to kids aged 6-10 Ideally, you should come with a knack for creating fun, engaging cartoon masterpieces to ignite the imagination of kids. Your art should be dynamic, color-rich, and age-appropriate. Show us your portfolio if you think this is the right project for you.
I'm looking for fresh candidates who are enthusiastic about architectural drawing. No prior experience is necessary as I'll provide you with all the necessary training and guidance. Skill...provide you with all the necessary training and guidance. Skills and Experience: - No prior experience needed - Familiarity with AutoCAD is a big plus, but not mandatory - Strong passion for architectural drafting - Willingness to learn and grow in the field Roles and Responsibilities: - Create architectural drawings using AutoCAD - Follow my guidance and instructions for the project - Be open to feedback and willing to make necessary revisions If you're interested in starting your journey in architectural drafting and are looking for a hands-on learning...
...mixed media promotional videos for my learning platform. The ideal candidate will be able to handle both animated and live-action elements seamlessly, including script writing. Actually what I wanted is to show a real person using my platform https://ooro.com.au. However, a 2D Animation with voiceover would be acceptable as long as rest of the requirements are met. Platform is designed so anyone with a skill or talent can register as a mentor. This includes actual teachers. And then if someone wants help with something they are learning, they can search for a mentor, who will use video call on the platform to engage with them. As an example, trying to imagine a video where people are getting assistance from a mentor using the platform to help them in their tas...
I'm in need of a Machine Learning professional who is well-versed in applying SHAP (SHapley Additive exPlanations). Primary Responsibilities: - As the heart of this project involves building Machine Learning models, your role would be crucial in shaping the final product. - I am particularly interested in leveraging the Random Forest Algorithm that would be applied to structured data, encompassing numbers and categories. Essential Skills: - Proficiency in the ML Algorithm - Sound understanding of structured data - Proven experience with SHAP Your expertise will indeed be paramount to this project. As we plunge deeper into the data, your insights and guidance will undeniably lead us towards success.
I need an expert to establish my eBay marketplace for selling individual bottles of syrup for frozen drinks. The ideal freelancer should have experience in setting up and optimizing product listings on eBay, especially within the drink or food industry. Based in Brisbane Queensland Australia. Selling into states on Queensland, New South Wales, Victoria mainly. Key Responsibilities: - Create an inviting and accurate description of the product - Set up an efficient shipping and handling process - Handle customer inquiries and concerns. Experience: - Setting up eBay stores - Food and beverage industry knowledge preferred - Exceptional customer service skills. Have a sales/product history and profile from previous business Owner available.
I need a talented developer...talented developer to build me a cloud-based SaaS ERP system with specific features and integrations. - The system should include essential functions like Inventory Management, Financial Management, and Customer Relationship Management. - It should be customizable at a basic level to allow for changes such as colors and the addition of a logo. - In terms of integrations, I require the system to connect seamlessly with CRM, E-commerce platforms, and Payment Gateways. Ideal candidates should have a strong background in developing SaaS ERP systems and possess the necessary technical skills to integrate different software and platforms. A solid understanding of inventory management, financial tracking, and CRM systems would be highly bene...
I'm in need of a freeware expert capable of building an efficient and user-friendly GUI in C for a Pacman game coded in C. The system should contain: - Data input forms to allow ease of data entry - Visual data displays to allow smooth and instant data interpretation - Interactive navigation menus for efficient browsing through the system Ideal candidates for this task would be proficient in C, with a solid understanding of GUI design for Windows operating systems. Previous work with data input forms, visual data interfaces, and navigational system design will be advantageous. Project needs to be done in maximum 10 hours
I'm seeking a professi...tertiary study skills such as referencing, citation, academic integrity, paraphrasing and online research. The ideal candidate should have: 1. Expertise in creating blended learning resources, including online and offline content. 2. A strong background in educational content, preferably college-level. 3. An understanding of diverse learning styles that can be incorporated into the learning experience. 4. Experience in designing engaging, dynamic, and interactive student-centred learning environments. Bear in mind that the course needs to be relevant, engaging, and effective at honing study skills for higher education. Convey concepts in an accessible manner but also challenging and thought-provo...
...native female American English speaker to provide me with in-person lessons like a friend. This is a personal growth initiative, so I am interested in developing my overall comprehension in a relaxed, engaging environment. More specifically, I am keen on enhancing my conversation skills through real-time discussions, scenario-based conversations, and constructive feedback. Ideal candidates should have: - Teaching experience in English (American dialect) - Strong conversation skills - Ability to develop and adapt lesson plans to cater to my personal progress - Ability to hold in-person lessons regularly - Patience and enthusiasm in teaching English as a second language Freelancers with prior experience in tending to the language...
I'm seeking a seasoned salesperson who can use their prowess in social media outreach to reach out to restaurants in western countries and other businesses. You would be responsible for closing deals through sales calls. Key Responsibilities: - Engage with potential clients through social media - Utilize your sales skills to pitch our products/services - Close deals via effective sales calls The ideal candidate should have: - Proven experience in B2B sales, especially in the restaurant industry - A strong understanding of social media outreach - The ability to close deals effectively and meet targets - Excellent communication and negotiation skills This position is commission-based, so your earning potential will be directly proportional to your s...
I am in need of an AI developer who can help me with BUILDING AN APP FOR AMERICAN PROMUNCOATION TRAINING a natural language processing project specifically centered around speaker identification. Key Responsibilities: - create an app with data ( speech exercises and text) - integrate AI to correct speakers in real time! I'm looking for a professional with: - Proven experience in natural language processing, particularly in speaker identification. - Strong skills in machine learning, particularly in implementing speech recognition systems. - Excellent communication skills to understand and translate my needs into a functional and user-friendly system.
I'm seeking an expert in Python to help me with an Artificial Neural Network (ANN) implementation. Key Responsibilities: - Developing a comprehensive ANN tailored to our specifications. - Ensuring that the ANN is thoroughly trained. Ideal Skills and Experience: - Extensive experience with Python, particularly in the context of AI, neural networks, or machine learning. - Proven track record of successful ANN implementations. - Proficiency in the field of data science is highly advantageous. Please note that a strong grasp of neural networks and machine learning concepts is crucial for this project. Your ability to troubleshoot and debug effectively will be highly valued. Should you choose to bid, please provide examples of your previous work...
I'm in need of skilled machine learning developers with experience in SpringBoot and Scala. Your primary responsibility will be: - Training and tuning a clustering model. We are planning to apply this model for customer segmentation purposes. As such, the ideal candidate should: - Have previous experience in creating clustering models. - Understand the dynamics of customer segmentation. - Be proficient in data cleaning and preprocessing. - Have experience integrating and deploying machine learning models. You should be able to translate technical requirements into effective machine learning solutions and measure the effectiveness of the model's performance.
I'm a highly fluent speaker of Chinese, but I lack the ability to read and write the language. I'm seeking a sk...help me bridge this gap and teach me how to read Simplified Chinese. Ideal Skills and Experience: - Proven experience in teaching Chinese, ideally to non-native speakers - Ability to assess my current language skills and design a tailored learning plan to improve my reading proficiency - Patience and good communication skills to guide me through the learning process - Knowledge of Simplified Chinese script - Understanding of how to structure lessons for effective learning The successful candidate should be able to provide a structured and engaging learning experience to help me achieve my goal of reading and writing in Chine...
I'm in need of an engaging and interactive activity book to complement my upcoming children's book designed for children between the ages of 5 and 8. The activity book should contain 32-40 pages, combining a variety of activities to keep young minds entertained and stimulated. Key Requirements: - A blend of different activities: I'm looking for a mix of activities, particularly coloring pages, mazes, word scrambles, picture matching, and find objects in pictures. These activities should be both fun and educational, reinforcing the themes and characters of the book. - Specific Inclusions: The coloring pages should predominantly feature the main character of the book as well as key scenes. These illustrations should be vivid and appealing to children in...
I am in need of a full-fledged web-application that will serve my team and clients effectively. The main goal of this project is to make report generation and client response management more efficient and automated. This will involve integrating cutting-edge technologies such as Chat GPT, Zapier, and advanced AI solutions into the application. Key features: - The web-app should have a well-designed report generation feature. The data should be easy to input, and the application should be able to generate reports in various formats. - There should be a client response management system that is efficient and automated. The system should be able to analyze client responses and provide appropriate automated responses. - The application should integrate a Chatbot powe...
...application performance and user experience. - Maintain high standards of code quality and push for continuous improvement. **What You Need:** - BS/MS in Computer Science, Engineering, or related field. - 2-3 years of full-stack development experience, with significant focus on mobile apps. - Strong proficiency in Flutter or similar, front-end technologies (HTML5, CSS3, JavaScript), and backend development (Node.js, Django). - Experience with databases (SQL & NoSQL), cloud services (AWS, Google Cloud, Azure), and versioning tools like Git. **Why Join Us?** - Flexible working hours and a chance to work in a dynamic, fast-paced environment. - Continuous learning and professional development opportunities. ? **Apply Now!** Send your resume, a cover lett...
I'm in need of an experienced translation professional to help me summarize a lengthy document of 36 pages in English to Thai. This summary will be intended for classroom discussions. Key requirements: - Highly skilled in both English and Thai languages - Proven experience in translating and summarizing documents - Previous work in a publishing context would be highly valued This project is crucial for my upcoming meeting so I need someone who can deliver high quality work within a reasonable timeframe. A keen eye for detail and a dedication to accuracy in translation is a must.
Looking at implementing a hosted/private version of for multi-PDF generative AI. I'm looking to develop a state-of-the-art AI system that can analyze multiple PDF documen...analyze multiple PDF documents at once. Key Requirements: - The system must be able to analyze multiple documents to generate coherent and informative summaries Ideal Skills and Experience: - Proven experience in developing AI systems, particularly focused on content generation - Strong understanding of natural language processing and machine learning - Background in creating systems that can handle multi-document analysis - Previous work in generating content for professional audiences would be a plus Please feel free to reach out if you believe you have the right expertise for thi...
I'm seeking a skilled professional to help me leverage AI in the educational sector. - Ideal candidate is experienced with integrating AI - Must be knowledgeable in educational technology - Proven track record in enhancing educational quality Your role will be to assist in creating a more engaging and effective learning environment for students and faculty. We are looking to improve student performance, enhance teacher support, and streamline administrative tasks. Your expertise in AI and educational technology will be crucial in helping us achieve these objectives.
I'm in need of a developer who can create a web-based lottery system for me. The system should be designed to allow anonymous participation, with the winners being selected automatically by the system. Key Features: - Web-based: The lottery system should be accessible through web browsers. - Anonymous participation: Users should be able to participate without the need for user registration. - Automated winner selection: The system needs to be able to select winners automatically without manual intervention. Ideal Skills and Experience: - Proficiency in web development - Experience in creating lottery systems or similar - Knowledge of automated selection processes This project involves a good amount of logic and system design, so experienc...
Warning: This project is for advanced developers. Those that can read complex code structures - I mean it. You must be able to understand ReactJS but also understand a large existing project with little help from me. We're looking for a full-time programmer who is hard working, honest, and enjoys learning. Are you the kind of person where your yes means yes and your no means no? Do you have several years of programming experience with all things ReactJS? Place, "ReactJS developer" on the top of your bid. This full-time position requires attention to detail - someone that understands spoken and written English, fluently. We have enough work for over a year. On the top, after "ReactJS developer", please tell me what was your most difficult Reac...
...have: - Proven expertise in creating compelling live-action video content suitable for social media - Excellent storytelling skills and the ability to differentiate between the general and specific content provided for each branch - A high degree of adaptability to utilize the provided assets and similar video samples The video should be approximately 8 to 9 frames long; assets, including sample videos, will be provided to aid your creativity. Please note the goal is not to simply recreate the sample videos. You will need to flex your creative muscles to ensure our video campaign stands out. Frame 1: Text: Summer School Adventures Begin! Registration Open Now! Footage: Energetic montage of children laughing, playing, and learning in various settings (classro...
...Python developer with a solid background in machine learning and image recognition to work on a project to help me write a python code that can detect the questions on a scanned image and crop them into different images. You can use any library or package. Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a great advantage. The data avail...
I need a simple website developed using the MERN stack that includes a registration form and authentication process. Furthermore, it should be able to track and store visitor activities. Key Features: - Registration Form: The site shoul...post-authentication. The authentication process should be a combination of Email verification and OTP verification. - Visitor Activity Tracking: The site should be able to track and store visitors' activities which includes pages visited and its Date and time, User location, IP address, and User device. Skills and Experience: - Proficiency in MERN stack development. - Strong understanding of authentication processes and secure data handling. - Experience in visitor activity tracking and data storage. - Knowledge of implementing OTP an...
I’m seeking a data science expert, who specializes in machine learning, specifically with predictive analytics. The main goal of this project is to build a robust predictive model that can handle a yet-to-be-determined type of data. However, rest assured we have labeled data ready for model training. The perfect candidate would, therefore, have a strong background in: - Data science and predictive modeling - Machine learning application - Handling different sets of data, structured or unstructured. If you possess these skills and are able to rise to the challenge, kindly submit your proposal. I look forward to crafting a smarter future with your help!
I'm looking for a skilled machine learning professional who can help me create a simple web-based dashboard for data analysis using Python. Key Requirements: - Utilize Python for data visualization - Data to be visualized is categorical - Proficient in machine learning for data analysis Ideal Skills: - Proficiency in Python for data visualization - Experience in creating dashboards for data analysis - Knowledge in machine learning for understanding the data The dashboard should be user-friendly and easy to understand, and should be hosted on a web server for easy access. Experience in similar projects would be a definite advantage.
I'm looking for an experienced trainer to provide AWS training in Chennai for students. The primary goal is to introduce beginners to the fundamentals of AWS and cloud computing. Key Training Topics: - Cloud Computing Basics: Understanding the principles and benefits of cloud computing is essential. The training should cover concepts like on-demand delivery, scalability, and pay-as-you-go pricing. - Amazon Web Services (AWS): The training should provide a comprehensive introduction to the core AWS services, including Amazon EC2 and Amazon S3. Ideal Trainer: - Experienced in delivering AWS training, especially to beginners. - Able to explain complex concepts in a clear and engaging manner. - Familiar with the learning needs of students. The purpose of thi...
I'm looking to create a sports prediction website powered by...monetized, with minimal interventions needed. The site could be built on WordPress if you want, and I will provide the domain name, hosting, and logo. The website needs to display today's and future games, connect to preferred betting sites, analyze games, capture emails, and remind users to check today's games. I want to use the latest GPT technology or multiple AI models for predictions. The project should be affordable, and I expect detailed recommendations on implementation, including costs and timelines. Ongoing support will be required for updates and maintenance. Let's make this a fun and profitable venture together! Counting on you to build something that looks and works great. I need authent...
I'm in need of a website that's specifically designed to offer services to businesses. Key Requirements: - The website will serve as a platform for displaying and detailing the range of services we offer. It should be user-friendly, with a clear and intuitive layout. - The site should be designed to encourage engagement and conversions from businesses. This means incorporating strong calls-to-action and ensuring the user journey is straightforward and compelling. - Features such as client reviews, case studies, and a blog section to showcase our expertise and build trust with potential clients are desirable. Ideal Skills: - Proven experience in designing and developing service-based websites. - Strong UX/UI design skills. - Understanding of SEO and content...
...Machine Learning Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of supervised learning and be
...on a project with the following key aspects: - AI Integration: The primary focus will be on implementing machine learning technology in the application. You should have a solid understanding of AI principles and how they can be leveraged in a mobile application, in this case using Flutter. - Cross Platform Development: The Flutter application will be targeted for both Android and iOS platforms. You should have experience in developing cross-platform applications and understand the nuances of each platform. - Django for CMS: The Django framework will be used to create a robust Content Management System (CMS) for the project. You should be proficient in Django and have experience in developing complex CMS systems. ...
I'm seeking a WHMCS module that facilitates direct connection between my .in domain registry and WHMCS. It's built on the Neustar toolkit for registrars. For reference, I've included a link to an existing module developed by another party: I'm looking for a similar module without licensing restrictions and at a more affordable rate than the one listed.
I am seeking a computer science graduate who is proficient in Python, specially trained in Chatgpt, to build a web-based AI application for my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should fu...
I'm in search of a proficient WordPress developer who can create a detailed business website for my service-based company. An essential feature on the site will be a section strictly for highlighting our primary service - placement services. Your Key Task: • Create a well-structured, user-friendly WordPress business website. Skills Needed: • Extensive experience in WordPress website development. • A firm understanding and application of SEO best practices. • Proficiency in User Experience design to enhance site usability. Your role will be critical to the digital presence and growth of my business, so I'm looking forward to seeing samples of your previous WordPress business website projects. Thank you for considering this pr...
I am in need of an experienced professional to assist in integrating 2 instances of Unleashed. The primary goal is to optimize 3pl, ordering and inventory management by streamlining the process across both instances. Must be able to get Unleashed platform to talk to our clients unleashed account. Providing live stock updates order from one to another live and automating all this. This will need to be completed this week and no later as we have a tight deadline to achieve this. Flow Chart, Shopify Order > Unleashed > (Updates stock levels on clients unleashed as well as our own)> Send order to clients unleashed. Client uploads new stock > updates our unleashed account. Key Tasks: - Inventory Management: Ensure that inventory data is synchronized in rea...
I'm in need of a highly creative website developer to tailor the homepage of our educational services. The goal is to create a unique and engaging experience for potential customers. Key Elements: - You'll be working with text content and images. - A design for the homepage is already in place. Your task will be to bring it to life, while adhering to our company branding. - Please include links to your portfolio websites in your bids/messages. This is extremely important as we need someone who is proficient in building eye-catching websites Customization Level: - The level of customization required is moderate. This includes adjusting layout and design elements to fit our pre-determined theme. Your Role: - As the primary coder on this project...
In this project, I am looking for a skilled data scientist to assist me with implementing supervised learning to detect human actions. Tasks: • Develop a supervised learning model using Yolov8 and LSTM Objective: • The primary purpose of this project is human action detection Skills & Experience: • Proficiency with supervised learning • Thorough familiarity with Yolov8 and LSTM • Previous experience in a similar role is advantageous • Background in object detection projects • Ability to communicate clearly in English for understanding requirements and presenting results.
I'm looking to hire an experienced English tut...level teenagers. The course will run from 20th June to 20th July in Malaysia, encompassing key skills such as: -Conversation -Reading comprehension -Writing skills This intensive tutoring requires the individual to commit 15 hours per week, providing an immersive learning experience for our teens. The successful applicant should have a solid background in teaching English language skills to a similar age group, and ideally familiar with teaching those who are at the beginner level. Dedication, patience and innovative teaching methods are qualities that I hold in high regard. Excited to see how you can help our teens master English. This is a great opportunity for a dynamic English tutor to make a real d...
...focused on selling approved Montessori learning toys and educational materials. Key Features: - Navigation should be simple and intuitive for all users: parents, teachers, and occupational therapists, and carers for elderly or someone with disabilities. - Seamless shopping cart and checkout experience. - Detailed product information with quality images. -Allow clients to request proforma tax invoice for NDIS or HCP payments Ideal Candidate: - Proficient in eCommerce website design and development. - Has knowledge or experience in Montessori education, even if only minimally. - Understanding of SEO to drive traffic. - Ability to work in a timely manner, with skills to deliver a flawless website that fits the brief. This will be an exciting project ...
FOR AU BASED FREELANCERS As an authority handling police evidence from Axon, I require assistance with the task of converting these received videos to DVD format. Key Responsibilities: - Convert the received video files into a format that can be recorded onto a DVD. - Ensure that the content retains its High Definition quality post conversion. - Append timestamp inclusive playback on the DVD. Ideal Candidate: - Has experience with Axon video file types. - Familiar with professional video conversion tools and techniques. - Understands the specifics of video recording onto DVDs. - Able to maintain HD quality through the conversion process. - Can annotate with timestamp during playback.
I'm in need of a highly experienced Wordpress developer to tailor the homepage of our e-Learning platform. The goal is to create a unique and engaging experience for our Forklift Operator certification company. Key Elements: - You'll be working with text content and images. No videos will be required for this project. - A design for the homepage is already in place. Your task will be to bring it to life, while adhering to our company branding. Customization Level: - The level of customization required is moderate. This includes adjusting layout and design elements to fit our pre-determined theme. Your Role: - As the primary coder on this project, your role will be to take my guidance and implement it effectively. Your prior experience in...
...specifically looking for 2D animation, so experience in this area is crucial. - Educational Content: The animations will be aimed at educating viewers, so an ability to convey complex topics in a clear and engaging way is a must. - Software: There is no preferred software for this project, so as long as you can achieve high-quality results, you're free to use the tools you're most comfortable with. Ideal Skills and Experience: - Proven track record in 2D animation. - Previous experience with educational content is a plus. - Ability to work independently on storyboarding, animation, and editing. - Strong communication skills to understand the educational content and align animations with it. If you can combine creativity, skill, and a passion for...
1. *Data Collection and Analysis:* Gather historical and real-time cryptocurrency market data, cleaning and processing it for meaningful insights. 2. *Algorithm Development:* Utilize Python's machine learning libraries to create predictive models capable of identifying potential trading opportunities. 3. *Risk Management Integration:* Implement risk mitigation strategies within the algorithm to minimize potential losses during volatile market conditions. 4. *Backtesting and Optimization:* Test the algorithm's performance using historical data to refine and optimize its effectiveness. 5. *Live Testing and Deployment:* Gradually introduce the algorithm to live market conditions, continuously monitoring and fine-tuning its performance.
...a skilled data scientist to create a Machine Learning Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, an...
