Project based learning classroom design jobs

I'm seeking 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, and the open sou...

I am looking for an experienced developer to create a user-friendly web application. Users will upload two images: a headshot and an image of an item of clothing, and the AI will combine these to create a natural, realistic image of the person in the clothing. Key Features: - User-friendly image uploading: The primary focus of the first version of the web app is to allow easy image upload for users. - Basic options to select the type of clothing fit: Users should be able to provide basic inputs related to the clothing, such as size or fit, before the AI generates the final image. Ideal Skills: - Proficiency in AI image processing and manipulation - Web development experience, particularly in user-friendly interfaces - Understanding of e-commerce and virtual try-on technology is a plus...

I'm in need of a sk...Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid. i originally wrote, python coder to deploy llm model for text embedding and generation (mlops) I think the freelancer platform changed my project title.

I'm looking for a talented developer to build a web-based POS system with a focus on insightful daily sales reporting. Key Features: - Web-based POS system: The system should be accessible through the website itself, offering an intuitive interface for easy use. - Daily Sales Reporting: It's crucial that the system provides detailed and comprehensive daily sales reports. These reports should be easy to read and interpret. - Customization: The system should allow for future customization and integration of additional features, as the business grows. Ideal Skills: - Proven experience in developing POS systems, particularly web-based. - Strong understanding of sales reporting and data analysis. - Ability to create user-friendly interfaces. Please share relev...

As a freelancer, I am looking for opportunities in the educational field, as well as content creation tasks. I am skilled in these areas and ready to take on new projects...or curriculum development - Creativity for content creation - Strong communication and teaching skills - Ability to work independently and meet deadlines The tasks may include: - Tutoring students on specific subjects or skills - Developing engaging and informative training materials - Creating educational content for a variety of platforms - Collaborating with other professionals to enhance learning experiences - Adapting to the needs of different clients and learners If you are in need of a freelance professional who can provide high-quality educational and content creation services, I am ready to collaborate...

I am seeking a Python Deep Learning developer to create a location recommendation system based on the datasets I possess. The main objective of the system is to predict the next location that a user may visit. The datasets available for this project contain timestamps. Key Responsibilities: - Develop Python code for a location recommendation system - Utilize the provided datasets to predict user's next location - Ensure the system is efficient and accurate in its recommendations Ideal Skills and Experience: - Strong proficiency in Python programming - Experience in developing recommendation systems - Understanding of working with timestamp data - Ability to analyze and leverage data for prediction - Familiarity with location-based services or recommendati...

I have collected the dataset in CSV format and now require an expert to develop a multi-class logistic regression model for me. Key requirements: - The dataset is ready and available in CSV format which can be used for the model. - You should have expertise ...available in CSV format which can be used for the model. - You should have expertise in developing logistic regression models for multi-class classification. - Proficiency with Python is a must as I prefer the model to be developed using this language. Technical Requirements: Proficiency in Python and familiarity with libraries such as NumPy, Pandas, Keras, and TensorFlow. Knowledge of statistical learning, logistic regression, and gradient ascent optimization. Ability to write clear and concise documentation and well-comme...

...audiences aged 18 and above. **Key Responsibilities:** - Develop and implement an AI system capable of generating music lyrics based on uploaded instrumentals. - Ensure the AI-generated lyrics are clean, appropriate for all audiences, and align with the given instrumental. - Collaborate with our music and tech teams to refine and enhance the AI’s capabilities. - Integrate the AI system into our existing platform for seamless user experience. - Continuously monitor and improve the AI’s performance based on user feedback and advancements in AI technology. **Requirements:** - Proven experience in AI development, particularly in natural language processing (NLP) and machine learning. - Strong understanding of music theory and lyrical composition. - Profici...

I'm looking for someone to integrate an existing machine learning model into a Discord bot. The bot should cater to three main functionalities - sending daily race predictions, responding to user queries about race outcomes, and providing real-time race updates. Key Requirements: - Integrate an existing machine learning model into a Discord bot - Implement a feature to send daily race predictions on a specific channel - Develop a query system that effectively responds to user queries about race outcomes - Enable the bot to provide real-time race updates Your Skills: - Proficiency in machine learning model integration with Discord bots - Experience in developing chatbots, particularly for Discord - Knowledge of horse racing and related terminologies - Ability to...

**NO OR LIMITED EXPERIENCE IS OK - FEEL FREE TO APPLY. DO NOT USE GENERIC BID TEXT (NO COPY PASTING)*** Role is perfect for motivated and learning individuals who are eager for feedback and want to grow skills. Duration is 30 days internship. Those who surpass expectations will receive a serious offer to stay on team with better compensation. Sample tasks and responsibilities include, and are NOT limited to: 1. Research key topics or areas of interest and presenting options for the next steps. -> googling 2. Executing next steps and promptly executing action items from discussions. -> take instructions and act fast 3. Propose options from research as requested -> more googling 4. Be able to advise proactively on details including step by step documents where needed...

I'm in a situation where I need assistance in creating an XML file and validating i...hitting roadblocks. The result I'm seeking is an XML file which encapsulates transaction data. This specific data will be gathered from a database, making database management skills essential for this project. Key things I require guidance on include: - XML element creation for transactional data pieces - Using a database for XML data source - Validating the XML with an XSD file The successful freelancer for this project will need a high degree of proficiency with XML and XSD files. They will need the ability to explain complex concepts in an easy-to-understand manner as this project is about learning these skills for me. A strong background in using databases as d...

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

Looking for someone with experience and track record in developing and managing e-learning systems for course delivery systems (Similar to Cousera/Udemy) . Having ready made and customizable solutions are welcomed. Users should be able to take short online courses in text, ppt or videos and earn certifications.

As part of our market research efforts, we are seeking to gather valuable insights from businesses operating in the HOREKA segment. We have compiled a list of companies that fit our target...maintain objectivity and integrity in the feedback received. We trust in your professionalism and discretion to represent our company appropriately during these interactions. Should you be available and interested in taking on this project, please let us know at your earliest convenience. We are open to discussing further details, including compensation arrangements and any additional requirements you may have. Thank you for considering this opportunity, and we look forward to the possibility of collaborating with you on this project. Good opportunity for learning and growth....

I am seeking a part-time role in the technology industry. My primary requirement is that the position is entry-level, as I am just starting my career in this field. The ideal candidate for this job will be well-versed in technology basics, have a clear understanding of the industry, and be willing to invest in my learning and development. I am looking for a supportive work environment, where I can grow and apply my skills in a real-world setting. It would be a bonus if the job offers the opportunity for mentorship or training. This will ensure I can contribute effectively to the team and continue to develop my skills as a technology professional. Please reach out if you have a position that would be a good fit for me.

I need a talented designer who can help me create a visually appealing home page on Shopify. My key focus is to showcase my brand identity. Required Skills & Experience: - Proficient in Shopify - Excellent design skills - Experience in creating a brand-centric homepage - Understanding of user experience principles I have a mockup created in Canva. I need it designed in Shopify for the home page Please include "I am a shopify expert and can do this" to be considered.

...ranking on Google for specific keywords in the Middle Eastern region, primarily in Iran. The main goal is to increase traffic to my website. This project will be focused on keywords related to English learning and test preparation; such as IELTS, TOEFL, English speaking, quick conversation, easy conversation, learning English, fast English, and English speaking practice. Key Requirements: - Proven experience in SEO, particularly in the Middle Eastern region - Familiarity with the Iranian market and search engine habits - Expertise in optimizing websites for increased traffic - Previous success in improving rankings for educational and language learning websites The ideal candidate should be able to understand the nuances of the Middle Eastern market, parti...

I'm in need of a User-Generated Content (UGC) creator who is skilled in creating engagi...User-Generated Content (UGC) creator who is skilled in creating engaging short video clips and stories/reels for Instagram. Here's what I'm looking for: - Based in Indonesia - Intermediate level of expertise - Strong proficiency in the creation of short videos and Instagram reels/stories - Ability to plan, execute and deliver content consistently - Knowledge of Instagram trends locally and globally - Can Promote Digital Product Taking these into account, freelancers with a track record of creating attractive UGC, especially in the context of Instagram are welcome to bid. Previous work samples will be highly appreciated. Become a part of my project and let's ele...

I'm seeking a talented Web Developer to design and build an intuitive, navigable website for offering 10-20 courses with an Indian theme. Key features of the website won't only concentrate on appealing aesthetics but also functionality. Desirable Website Features: - User-Friendly Interface: EduConnect boasts an intuitive and easy-to-navigate interface, allowing users to find and enroll in courses effortlessly for physical classes. - Extensive Course Catalog: Our platform offers a wide range of courses across various disciplines, including technology, business, arts, science, and more. Each course is meticulously crafted to meet the highest educational standards, ensuring that learners receive the best possible education. - Detailed Teacher Profiles: EduConnect showcase...

...and Sleep --> FOR MEN : Lowered libido, weight gain, mood changes, sweating The recommendations should be individualised and based on the symptoms identified. A sleek and intuitive user interface I'm looking for a freelancer with expertise in AI development and a proven track record in healthcare or similar fields. Excellent communication skills and a proactive approach to problem-solving are highly valued. Key Deliverables include - Technical Specifications Document: Outlining the project requirements, timelines, and milestones. - Data Preparation Pipeline: Scripts and processes for data collection, cleaning, and annotation. - Machine Learning Models: Trained and validated models for diagnosing hormone imbalances. - Integration Modules...

I'm looking for an expert to create a web-based CRM database aimed at efficiently storing and managing information. The data I intend to keep include: - Customer contact details - Sales history - Communication logs - Course details - Course Refresher notifications This project also requires the creation of functionalities to: - Add new contacts - Update existing contact information - Track sales performance Ideal freelancers should have substantial experience in CRM database development, with knowledge of implementing web-based solutions. Familiarity with training or course-based entities would be a bonus. Your expertise ought to allow seamless additions, updates, and performance tracking of stored information. Demonstrable success in similar projects w...

We have print data for packaging but in the wrong format. It's a PDF and all single elements needed to create the new print data are delivered. We need someone who can build this 1:1 If there are questions - just let us know.

I'm seeking a proficient developer to create a custom side navigation menu using TailwindCSS and AlpineJS. The main purpose of this menu is for navigation on our website. Key Requirements: - Layout: The navigation menu should be styled in a vertical layout on the side of the screen. - Inter...menu items as needed. Additionally, each item should have a distinctive active state indication. Ideal Skills and Experience: - Strong understanding of TailwindCSS and AlpineJS, including their application in building custom navigation menus. - Familiarity with creating effective and user-friendly interactive features such as collapsible submenus and active state indications. - Ability to follow design guidelines and specifications to ensure the final product meets the desired layout and...

I'm in need of a freelancer who can help me set up WhatsApp Web on a Cloud-based virtual machine. This setup is primarily aimed at enhancing our customer support service. Key Responsibilities: - Configuring WhatsApp Web on a Cloud-based virtual machine. - Ensuring smooth operation for customer support needs. - Includes hosting the virtual machine The ideal freelancer for this project should have: - Proficiency in JavaScript, as WhatsApp Web JS is based on it. - Experience in working with virtual machines, especially cloud-based ones. - A background in setting up whatsapp web JS Looking forward to your proposals.

I am in need of someone adept in Excel and knowledgeable in medicine, especially in dosages and weight-based calculations. The challenging aspect of this project is to modify an existing locked Excel spreadsheet which is used to calculate dosages once a patient's weight is entered. Tasks involve: - Updating the dosages of specific medications based on the guidelines I have on hand. - Modifying the weight-based formula in alignment to these dosage updates. Skills and experience: - Proficient in Excel and worksheet protection - Comprehensive understanding of medical dosages - Experience or understanding of weight related dosages calculations. I will provide the necessary medication and dosage guidelines to the successful bidder for reference. T...

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 expertise in Convolutional Neural...

I'm looking for a skilled developer to design and build an AI-integrated Learning Management System (LMS) that focuses on automated content delivery. The aim is to enhance the user experience and streamline the learning process. Key Features Needed: - Adaptive Learning Paths: The LMS should be able to assess the user's strengths and weaknesses and recommend a customized learning path. - Skills Assessment: Users should be able to conduct self-assessment tests to gauge their learning progress and understanding. The content that will be included in the LMS comprises text-based courses, video lectures, and interactive quizzes. The system should be able to manage and deliver these content types effectively. This project requi...

...The main focus of this project is to build a learning platform that has interactive quizzes incorporated. Key requirements for the user interface include: - Responsive Design: The website should be accessible and easy to navigate on various devices, including mobile and tablets. - Intuitive Navigation: A clear and logical flow for users to access different sections of the platform. - Modern and Clean Aesthetics: Aesthetically pleasing design that is in line with contemporary web design standards. In terms of features, the learning platform will primarily include interactive quizzes. Ideal Skills and Experience: - Proven experience in UI development - Strong understanding of responsive design principles - Proficiency in creating intui...

I'm in need of a skilled logo designer to create a text-based logo for my brand. Key Points: - You should have a strong background in graphic design with a particular expertise in logo design - Experience with creating text-based logos is a must - Ability to suggest and implement fonts that convey creativity and innovation is highly valued - Strong communication skills to understand and translate my brand values into a visual representation Feel free to include a link to your portfolio showcasing similar work. Looking forward to seeing your creative ideas.

I need a solution that can detect when the height of an HTML div exceeds a certain limit, and automatically renders the overflowing content in a separate div. This is crucial as it helps to visually indicate that there is more content available to the user, without overloading the initi...should seamlessly and automatically move to a different div on the same page. - Visual Indication: It's important that the system's behavior clearly communicates the presence of additional content to the user. Ideal Skills and Experience: - Proficiency in HTML, CSS and JavaScript. - Experience with front-end development and user interface design. - Ability to create a responsive solution that maintains the aesthetic and functionality of the existing design. - Familiarity with user...

I am seeking a freelancer to contribute to a project I am designing for medical image classification, leveraging a Convolutional Neural Network (CNN) for optimum results. Key responsibilities will include: - Developing and implementing CNN architecture - Deploying deep learning models for image classification tasks - Ensuring robust medical image classification with accurate results As this project requires specialized skills, the ideal freelancer will have the following experience: - Proficient knowledge in leading AI and machine learning programming languages, especially Python - Experience with CNNs and a solid understanding of deep learning methodologies - Demonstrable expertise in the classification of medical images If you have extensive exper...

i need to get the services of a developer who understands PHP & Java to correct and update some open source software. I have access to raw code and git hub library. Programs work, but needs some adjustments to get them to operate properly. There is not a lot of parts of the the different software that needs correcting and so i would not expect it to take too long, as most of the features work fine, but there are some features that are not working in correct manner. I want to start off with one application fix. Then if work fine, we can work together to add extra features.

As a diligent user of Google Drive, I'm seeking a proficient developer who can create a program using Google App Script to arrange my Google Drive files in a hierarchical manner. Let's make searching and organization efficient and automated! the specific features I am looking for well be explained in private The ideal freelancer for this project would have extensive experience with Google App Script and an understanding of how Google Drive works. You should have created similar file management tools previously, and have a knack for creating user-friendly interfaces. Efficiency is key, as is the ability to work on a tight timeline. I look forward to working with a problem-solver who can make my file management efficient and hassle-free.

I'm starting a new theme park resort and the concept is all about adventure. I need a logo design that encapsulates that sense of journey and discovery, exciting the viewers' sense of curiosity and wonder. The logo should be a combination of text and image, visually communicating the concept of adventure. As for the text part, I'm leaning towards a hand-written typography style, adding a personal and genuine touch to the overall feel of the logo. Ideal skills for this job: - Expertise in Typography. - Experience with adventure-themed projects. - Strong ability to translate abstract concepts into compelling visual designs. - A knack for storytelling through design. If you think you are capable of bringing this vision to life, I would love to see ...

I'm in need of an expert to help me build and implement an automated trading bot specifically for the Binance exchange. The Bot should: - Open position at the opening of specific bar based on EMA: The rules are simple, when bar closes above/below EMA it is counted as a first bar, any other candle after the first bar which do not close again above/below EMA is counted along. When 5th candle is still above/below EMA the bot should open position at opening price of 6th candle. If any candle again closes above/below EMA, counting is restarted. - SL will always be placed at High or Low of one bar back from the candle when position was opened depending on If it is short or long; - TP will always be equal to price difference betwen Open Price and SL price multipied by 6. TP =...

I'm seeking an experienced developer to create a web-based BTC wallet. The main functionality the wallet should have includes sending, receiving, and storing BTC securely. In special, this wallet should include a simple interface indexer for inscribing text and files on the BTC blockchain. Though I don't have any specific security features in mind yet, I expect the designer to adhere to the best practices to ensure the highest level of security. Finally, though I'm unsure currently whether this wallet will be integrated with any other platforms or services, I may need flexibility in this regard in future. Skill-wise, the ideal candidate should be proficient in: - Developing secure, web-based applications - Understanding of BTC cryptocurrency and its technolo...

...seeking an experienced video editor, preferably based in Chennai, to work on a weekly basis for my YouTube vlog channel. Key Requirements: - Location: The ideal candidate must be based in Chennai to facilitate in-person meetings, if needed. Scope of Work: - Video Editing Style: The videos are Vlog-style, so you must be well-versed in this type of editing. - Weekly Commitment: I require your services on a weekly basis, so reliability and prompt delivery are key. Ideal Skills: - Proficiency in video editing software - Experience in Vlog-style editing - Excellent communication skills and ability to meet deadlines - Prior experience in YouTube content editing is a plus If you're a video editor with a passion for Vlog-style content and based in Chennai, I...

I am in need of a machine learning expert who can develop a model for table detection. The model should be able to run on various types of images, including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. - Strong abilit...

I need a versatile programmer who can work with Python, C or any other programming language to develop a system for identifying Distributed Denial of Service (DDoS) attacks with the help of machine learning algorithms. Skills and Experience: - Extensive experience in Python, C, or similar programming languages - Knowledge of Machine Learning algorithms - Experience in network security would be beneficial - Proven track record in detecting cyber threats in a small network environment. Your success will be judged by your ability to create a reliable, data-driven system capable of efficiently detecting DDoS attacks in a small-scale network.

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I'm in need of an AI artist to generate artworks based on specific realistic styles. The art should have a high level of detail and quality. Key Responsibilities: - Developing an AI model to produce realistic art - Ensuring the generated art is of high detail and quality - Implementing the chosen style effectively Ideal Skills and Experience: - Strong background in AI and machine learning, particularly in the context of art generation - Previous experience in generating realistic art with AI - Understanding of different art styles and techniques - Ability to ensure high level of detail in the generated art. Looking forward to seeing your portfolios and hearing about your approach to this exciting project.

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...

I'm seeking an experienced data scientist to work on a project to integrate datasets from CSV files with different features, and feed them into various ML algorithms. The primary objective of this analysis will be to classify the data into different categories. The end goal is to determine the efficiency of the different ML algorithms used, which are decision tree, random forest, extra trees, and XGBoost. The perfect candidate for this project would be someone with a solid background in data science, particularly with experience in working with datasets from CSV files and implementing machine learning algorithms. The candidate should also be able to interpret and present results through visualizations such as charts and graphs.

...experienced in creating icon-based designs. Key Points: - The logo is intended to convey a sense of professionalism, so the design must align with this core message. - It will be used across a variety of mediums, hence the need for vectorization. - While the specifics of the project's use are not yet finalized, it may see implementation on both online platforms and print materials. Ideal Qualifications: - Prior experience in logo design, particularly with a focus on iconography and conveying specific messages through design. - Proficiency in vectorization to ensure the logo is adaptable and scalable for various purposes. - Strong creativity and an ability to balance the desired professionalism with a creative touch. We look forward to your creat...

I am working on a collaboration platform that will serve as a hub for individuals and small businesses. I need a skilled professional who can bring this vision to life through both design and development. Key Features: - Essential collaboration features such as file sharing, task management, and group chat are needed. - Extensive focus on user security: Incorporating End-to-End Encryption to ensure data privacy. - User Profiles: Users should be able to create and customize basic profiles, post updates, tag others, and use hashtags. - Proposal System: Implement a system for users to like/rate proposals, comment on them, and upload supporting documents/images. - Detailed Proposal Submission: A structured form for users to submit their proposals. - Blockchain Wallet Integration: Secu...

We are seeking a Japanese language translator to translate brief texts for a language-learning app (from English to Japanese).

...tasks, primarily updating databases and processing orders. Key responsibilities: - We need Malaysia based team manager who can find people to do tiktok live stream selling, include register an account and then do online selling, we need you to be able to seek people and bring them into a group to do this. As a manager, you need to prepare an action plan about how to do this in your country, and effective way to manage people. - We need assistant who can help us to increase Facebook group members for our good deals offers, which is much lower price compared with the market price product, that we want you to be able to get more people into this group, and maintain a daily management based on this Facebook group. You need to let us know your hourly rate, or get us an effe...

I am in need of a skilled individual to help me with a Google ads campaign for my sports memorabilia business. The focus of the project is: - **Location:** The initial focus will be on the Melbourne market, so I need someone who understands this market and can tailor the campaigns accordingly. - **Goal:** The primary aim of the campaign will be to generate leads. I want to attract potential customers interested in sports memorabilia. - **Services:** Although I offer custom framing and fundraising services as well, the campaign will mainly revolve around sports memorabilia sales. Ideal candidates for this project should have: - **Google Ads Expertise:** Demonstrable experience in running successful Google Ads campaigns is crucial. - **Local Market Knowledge:** A good un...

I'm in need of an experienced developer to create a new cryptocurrency that is based on the Bitcoin blockchain platform. Key Features: * Fast Transaction Processing: The cryptocurrency should be designed to complete transactions swiftly and efficiently. * High Security: It is of paramount importance that the cryptocurrency has advanced security features to protect it against cyber-attacks and fraud. * Scalability: The cryptocurrency must be capable of scaling to accommodate a high volume of transactions as the user base grows. Ideal Skills: * Experience with the Bitcoin blockchain platform * Proven experience in developing cryptocurrency * In-depth understanding of security protocols * Knowledge of frameworks for scaling up systems Prior experience with cryptocurrency cre...