Learning algorithm matlab windy gridworld jobs

As a client looking to set up my own multiple Email Service Providers, I need a freelancer with expertise in setting up Learning Power MTA and a variety of SMTP services. Key Responsibilities: - Set up Learning Power MTA - Multiple ESP (such as MailChimp, Constant Contact, SendGrid) integration - Setting up various SMTP servers. Ideal Skills and Experience: - Proficiency in Learning Power MTA setup. - Extensive experience with various ESPs. - Ability to work with a range of SMTP services. - Strong communication skills. - Attention to detail and ability to meet tight deadlines. I'm looking for someone who can get this project done ASAP. Your expertise and efficiency are crucial.

I am in need of an iOS developer to create a multi-camera guidance application with Augmented Reality (AR) integration and machine learning capabilities. Key Features - Real-time AR integration: The app should seamlessly integrate AR into the user's real-world environment. - Algorithm for guidance on specific scenes: The application needs to provide step-by-step guidance for navigating through specific scenes. - Machine learning for detecting objects and humans: It should be able to identify various objects and humans in the surroundings. Expectations - I am looking for a talented developer with prior experience in AR development. - Your application should include examples of past work in the field. - The level of AR integration complexity I am expecting is inte...

I need a seasoned legal writer who's familiar with Wisconsin law to draft terms & conditions fo...this section, you have to address how we collect, use, and store information of our members. The information collected includes member's name, email address, and billing address. - Refund Policy: Detail out our refund policy for the courses purchased. - Intellectual Property Rights: Define the rights regarding the content of the online courses. Experience in writing terms and conditions for e-learning platforms is desirable. Also, keep in mind that we retain the personal information of our users as long as they're a member. Your document should reflect this. Please note that it is crucial for the document to comply with Wisconsin law. Your bid should demonstrate ...

I'm seeking a seasoned Matlab expert specifically familiar with implementing the Kalman filter algorithm. Though the intended application and expected input data for the algorithm is yet to be determined, the expertise you will bring to the table will be invaluable. The goal is to use Kalman filter to esmate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equa ons: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ? With the following skills and experience, you'll fit right into this role: - Proficient in Matlab’s language, operators, and constructs - In-depth understanding of Kalman filter algorithm - Previous experience ...

I'm looking for a dedicated professional to undertake basic editing tasks for a series of educational tutorial videos. You will be provided with raw footage that needs trimming and merging to create a seamless learning experience for viewers. Your tasks will include: - Trimming unnecessary parts - Merging clips to ensure logical sequence - Ensuring smooth transitions between frames - Delivering finalized products in a timely manner Ideal candidates should have: - Proven experience in video editing, particularly with educational material - Proficient in using various video editing software - Excellent attention to detail - Ability to meet deadlines successfully Please provide your previous work samples along with your bid. Looking forward to collaborating with a talented i...

I'm looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I haven't specified a particular framework, proficiency in at least one of the popular frameworks such as TensorFlow or PyTorch would be a plus. I'll provide more details about the project upon our initial discussion.

I'm looking to hire a talented individual who can develop a machine learning-based pose estimation system that's well-suited for the assembly process of different objects, providing step-by-step instructions. My research is about AR assisted assembly process, and I want to use the deep learning model like pvnet or pvn3d or others that provide 6 dof to detect and track the object to provide guidance to the work to complete the assembly. The guidance like to be an arrow marker or message show virtually in real time pose estimation or using the Hololense. This is not a commercial work, it’s for my study and my background is mechanical, that’s why I face some difficulties to make a modification on the models. My objective is to study the Augmented Reality ...

...to working professionals. Key Features: - The site should offer engaging and informative video tutorials. - Interactive quizzes should be an integral part of the learning experience. Primary Goals: - The main purpose of this site is to provide certification courses. Therefore, it's crucial that the design and functionality are conducive to learning and retention. Target Audience: - Our primary demographic is working professionals. The site's design and content should cater to their needs and align with their learning preferences. Ideal Skills: - Strong web design and development skills. - Experience in creating e-learning platforms. - Understanding of user experience. - Familiarity with video and quiz integration. - A background in creating ce...

...skilled AI engineer to develop a real-time predictive AI system for 7-day forecasting of MODIS Fire Hotspots. The output should present in CSV that include at least date, lat, lon, Given the lack of preference for any specific platform, an ideal candidate should have versatility in implementing AI algorithms on various platforms such as desktop computers, mobile devices and web browsers. The Learning data set: - MODIS csv daily fire hotspots over southeast asia since the year 2000 - MODIS NetCDF monthly burn scars over southeast asia since the year 2000 -ERA5 NetCDF daily meteorology included precipitation, maximum temperature, minimum temperature, relative humidity, plenary boundary layer hight, wind speed and direction. Key Project Requirement: - Real-time data processing...

...interactive learning materials that cater to adult learners - Ensure the curriculum is structured and sequenced logically to facilitate effective learning - Incorporate relevant case studies, real-world examples, and activities to enhance the learning experience - Design assessments and evaluation tools to measure the effectiveness of the curriculum The ideal candidate will have: - Proven experience in curriculum design, particularly for adult learners - Expertise in entrepreneurship, business, or related fields - Understanding of adult learning theory and best practices in adult education - Strong creative and analytical skills to balance theory and practical aspects - Excellent communication and presentation abilities - Experience in e-learning or ...

I'm seeking an expert in deep learning who can create a specialized heterogeneous graph format. This format will be instrumental in enhancing my machine learning models, specifically for analyzing financial transaction data. Key responsibilities include: - Developing a heterogeneous graph format that is suitable for processing complex financial transaction data - Implementing the format in Python, as this is my preferred programming language for the project Ideal candidates for this project should have: - Extensive experience in deep learning, particularly in relation to graph-based models - Strong proficiency in Python, with a proven track record of developing and implementing complex algorithms in this language - A background in handling financial data would b...

...designer who can effectively implement a deep learning model into a desktop application. Key Project Requirements: - Proficient understanding and usage of various programming languages. The best-suited language for this task will be your decision. - Significant experience in machine learning, specifically in the realm of deep learning is essential. You will be working on incorporating a deep learning model, hence prior experience in the same will be a huge asset. - Expertise in developing Graphical User Interface is necessary, as I envision a GUI for this application. Background in user-experience design for desktop software is highly desirable. By the end of this project, I expect a fully operational desktop application that includes a deep learning...

Need a freelancer versed in internet resource retrieval. Specifically, I require the downloading of an entire course from CBT Nugget. The download will need to be achieved through IDM and should be in 1080p quality. Ensure the following: - The file should ...retrieval. Specifically, I require the downloading of an entire course from CBT Nugget. The download will need to be achieved through IDM and should be in 1080p quality. Ensure the following: - The file should be downloaded in MP4 format for compatibility. - Displayed acumen in efficient and high-quality digital content downloading. Although not necessary, prior experience in downloading from online learning platforms would be beneficial. A comprehensive project proposal would provide a clear indication you understand the req...

In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video transcription CSV data file. Following features are required: - TF-IDF, LSA, LDA...content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficiency in python and libraries used for Natural Language Processing. - Experience in utilizing machine learning models. - Understanding of RESTful API creat...

I'm looking for a seasoned Deep Learning programmer who can turn my existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional

I am seeking an experienced python developer to integrate a face recognition system primarily used for class attendance tracki...authenticating users to add and edit information. A critical requirement for this project is achieving different users having defendant access/editing rights. Max time 8hrs Skills and Experience: • Expertise in developing Face Recognition systems in Python • Proven track record of delivering high-accuracy solutions • Experience with tkinter and Python applications • Strong knowledge of machine learning algorithms and computer vision (OpenCV). • Detail-oriented and committed to meeting strict accuracy benchmarks. The outcome of this project should be a reliable, efficient, and highly accurate attendance tracking system using facia...

...levels, busines chinese, speaking and listening only. I will design customized learning plans baccording to your aimes and needs. The tutoring session takes place online whether the location you are based. Information about myself: 1. Native Chinese speaker and now a Chinese teacher, graduated from a Chinese university in 2015; 2. Graduated from EDHEC Business School in 2023 and now live in France. 3. My job is a project manager. I love to help others in their learning process, and I position myself as your course partner, supporting you in learning and progress. My teaching methodology: 1. Use intuitive, comparative and other teaching methods; 2. Combine images and texts, integrate game interaction, make learning easy, enjoyable and rewarding. Including ...

I need a WordPress website with 4 pages, featuring a Learning Management System (LMS), booking appointments and online payment functionality. Given I already have a domain and hosting from GoDaddy, the project will essentially involve site development. Ideal skills for this job include: - Proficiency in WordPress Development - Experience with Learning Management Systems - Familiarity with booking and payment plugins While not mandatory, prior experience with e-commerce, blogs or portfolio websites can be a plus. To make an informed bid, freelancers need to take into account the scope of the project and the integration of the LMS, booking, and payment features into a user-friendly website design. Without providing any specifics, I'm also open to suggestions from profess...

I'm looking to create a fresh and engaging educational video series on history and culture. The target audience for this series is adults, so the content should be insightful, accurate, and delivered in an engaging manner. Key Responsibilities: - Research and prepare the content on history and culture. - Write a script that is educational and engaging for adul...educational and engaging for adults. - Create a visually appealing video that conveys the content well. - Ensure the video's length is appropriate and maintains interest. Ideal Freelancer: - A proficient researcher in history and culture. - A creative scriptwriter who can explain complex topics clearly. - A video editor with experience in educational content. - A thorough understanding of YouTube's algorithm...

Looking for a skilled Python freelancer to tackle uncertainty in machine learning models. The project focuses on enhancing ML models to handle uncertainty effectively. We require expertise in processing large datasets, with over 5 million rows, ensuring accuracy and efficiency in every analysis. If you’re ready to dive into the world of uncertainty estimation and large-scale data processing, join me on this exciting journey

...product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main function: bot serves to matches 'client's product descriptions' to the company's product names. The user will then reply if the product name is 'correct, incorrect, not sure'. All replies must feed back the dataset and the bot for incremental learning (machine learning with human interaction). Scenario: our clients name the products based on their descriptions and not on their names. For instance, for a "Diet Coke" they name: "cola based soda with no sugar"; or "sugarless cola based soda"; or "cola soda, no sugar, fizzy drink"; etc. Combinations are endless. O...

I've developed a keen interest in learning Thai as I intend to travel. Being at a beginner level, I am looking for an expert who can teach Thai from scratch. I believe interactive exercises would provide the most effective learning experience. Please note I am NOT looking for content translation ... I am looking for a qualified Thai Language teacher Ideal Skills: - Fluent Thai and English speaker - Experience in language teaching, specifically Thai - Proven track record in developing beginner level students - Ability to provide interactive, engaging exercises to aid learning By the end of this project, I aim to have a strong foundation in the Thai language, sufficient for basic communication while traveling.

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I'm seeking a highly skilled Excel expert to develop a versatile, either fully or semi automatic, Excel formula or action algorithm that can handle specific data manipulation tasks. This Excel tool must be able to automatically select data from a certain type of table. Hence flexibility is essential. Likewise, it should be able to arrange this selected data against particular types of rows. The formula should be customizable to adapt to various row types. The main aim is to create a solution which allows for selection and rearrangement of data based on multiple potential criteria, whether by column header, row label, or specific values even though I have not specified them at this point. Therefore, excellent comprehension of Excel data manipulation, versatility, and a d...

I am in dire need of a skilled, professional video editor dedicated to creating engaging content for YouTube and Instagram. The primary focus will be on editing social media videos running between 5 and 10 minutes. Key Requirements: - Proven exper...in creating a compelling and engaging narrative within the specified time limit. - Ability to work full time, accommodating quick turnarounds when necessary. - Proficient in latest video editing software and knowledge of platform-specific video requirements. The ideal candidate will have a keen understanding of the social media landscape, particularly Instagram and YouTube, to cater to their algorithm nuances and user preferences. Applicants with a unique creative flair and commitment to maintaining the highest quality will be highly...

I am in need of a skilled AI developer who has from Canada,us and Australia and has a wealth of experience in Machine Learning, Natural Language Processing, and Computer Vision. The core function of the AI model you'll be working on is account creation, with a strong focus on image recognition. Ideally, you should have: - A strong background in developing AI for web applications, particularly in creating user accounts. - Proven expertise and practical experience in Machine Learning, Natural Language Processing, and Computer Vision. - Solid experience in image recognition to facilitate account creation. This project does not involve tracking any specific objects. Your primary task will be to develop an AI that can effectively and efficiently handle account creation on o...

We are on the lookout for an AI specialist to design and implement a solution for swiftly and accurately detecting text from photos. This project will require a deep understanding of computer vision and machine learning algorithms for text recognition. The job is very simpel. A webpage where we upload a photo/screenshot and ask the system to tell specifik to tell us Date Bookingnumber phone number Today we can upload a photo on chatgbt and it ca tell us that information easy. Now we will make it on a webpage. The users will upload different types of images and we need the system to detect the correct data. We know that OCR can do that, but we specifik data detected and showed as a text output User upload a photo/screenshot and we get the specific text/number. We just need to ...

...for future interactions, enhancing personalization over time. • Complex Interaction Capability: The chatbot should be capable of providing comprehensive replies to complex inquiries using the technical data sheets of my product (household/car cleaning products), advancing beyond simple text responses. The ideal candidate has a strong background in Python, chatbot development, AI, and machine learning. Familiarity with GPT (Generative Pre-trained Transformer) models will be highly advantageous. Your experience in conversation analysis and natural language processing (NLP) will be crucial for enriching the functionality of the chatbot....

...using Python or any other suitable programming language. Key Responsibilities: - Implementing text classification, sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models - Excellent communication and collaboration skills, with the ability to provide detailed project proposals Please provide...

I am looking for a capable software engineer who has experience in developing online job platforms. This platform should cover all types of jobs: part-time, full-time, and freelance. The matchmaking system should allow for algorithm-based matching, manual employer selection, and user-defined filters. Below are the specific features I want to see: FEATURES SPECIFICATION: - Variety of Jobs: The platform should cater to all employment types whether part-time, full-time, or freelance options. - Matchmaking System: The platform should allow users to connect through algorithm-based matching, manual selection by employers, and user-defined filters to ensure the most suitable matches are made. - Application Process: Job seekers should be able to apply for jobs via an online applic...

I'm looking for a skilled developer who can help me deploy my PyTorch model into a standalone web application for real-time predictions. Key Project Details: - P...the realtime webcam input process the frames and plot out the output(Keypoints). I also want to display the FPS and latency of each frame. - Platform: I intend to use a standalone web application for this deployment. You should have experience in deploying machine learning models in web environments. - Model Maintenance: I do not foresee any updates or maintenance for the model. It will stay as is post-deployment. Ideal Freelancer: - Proficient in both PyTorch and JavaScript or React. - Experienced in deploying machine learning models to web applications. - Able to ensure the real-time functionality of the ...

I'm spearheading an educational project that entails the adaption and translation of English rhymes into Spanish. These will serve an audience of preschool children aged between 3-5 years. The successful freelancer shou...children - Experienced in creating rhymes and song scripts especially for preschool education, thus grasping the level of comprehension and enjoyment for this age group. Critical tasks involve: - Translating English nursery rhymes into Spanish while maintaining the rhythm - Constructing age-appropriate rhymes with an educational undertone. Your expertise would contribute significantly to making learning an engaging and fun process for these preschoolers. Your proficiency in Spanish and familiarity with rhymes will be invaluable in creating an effective ed...

...and bridge the gap 6. You have an extreme eye for detail when it comes to the minutest of detailing on the videos 7. You can seamlessly work with teams for delivering most amazing video edits and motion graphics 8. You are someone who has strong understanding of softwares and can work on Adobe Premiere Pro, Final Cut Pro, After Effects, Illustrator or Avid Media Composer and are always open to learning more software and be apprised of the trends 9. You are willing to learn new skills and grow 10. You are someone who contributes creative ideas to enhance project effectiveness, leveraging your experience and skills in show and web series editing. What will you do? 1. You will be responsible to conceptualize and edit promos and trailers, drawing on your experience with shows and...

I seek a professional PowerPoint developer to assist in creating an engaging presentation. The presentation is specifically tailored towards an adult audience, so the design and content must be appropriate for this demographic. While ...audience, so the design and content must be appropriate for this demographic. While the need for interactive elements is currently undecided, should you possess the capability to include these, please include this in your bid. Ideal skills include: - Proficiency in PowerPoint - Experience in creating educational materials for adults - Knowledge of adult learning principles - Ability to create interactive elements (if required) Experience in e-learning or instructional design is a bonus. Please provide a portfolio or samples of previous wor...

I'm in need of creative freelance linguists to beautifully adapt and translate children's rhymes from Portuguese to English. The adaptation will not strictly follow the original rhyme scheme, but blend charm and fluidity for children's educational content. Key tasks: - Work with provided Portuguese rhymes and reconstruct th...literature or educational material - Creativity and the willingness to think outside the box; the aim is not a verbatim translation, but a version that reads as though it were originally written in English. Your role will be instrumental in shaping engaging and educational content for children, and will require both precision and creativity. If you enjoy working with language and fostering a love for learning through literature, I look forwa...

I am in immediate need of a high skilled Matlab Simulink expert to develop a script for me. This project should be completed using the specified software(MATLAB), and your digital submission must include a comprehensively commented script. This script should clearly demonstrate your approach and the functionality of the script, outlining your problem-solving process. Include any additional work, such as scanned handwritten notes. Finally, consolidate your original MATLAB and Simulink files into a single zip archive. Also, include a PDF document containing screenshots of your scripts/block diagrams and the corresponding solutions. (Questions Attached below. This projects need to be completed within 8 hours from which this post is submitted(Melbourne,AU(AEST, UTC+10...

I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible al...

...designed to search through image PDFs. The software should be able to accurately identify and extract both words and symbols from the images. Key Requirements: - The AI software should search through image PDFs to find words and symbols with medium accuracy. - The software must support JPEG and PNG file formats, in addition to PDFs. Ideal Skills and Experience: - Proficiency in AI and machine learning, particularly in text recognition from images. - Experience in developing software specifically for PDFs, JPEG, and PNG file formats. - Knowledge of OCR (Optical Character Recognition) technology. - Previous experience in creating software that accurately identifies and extracts symbols from images. If you have experience in this area, please provide relevant examples of your p...

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I’m looking for a Frontend Customization expert with the Laravel Framework. A developer who not only has strong technical skills in frontend technologies (like with standard HTML5 + CSS3 Bootstrap structure, React, Angular, or Vue.js) but also understands integrating AI elements, which can include working with machine learning models or using AI-driven design principles.

Blackjack Game with Reinforcement Learning (Q-Learning and Monte-Carlo) - HTML and Javascript

Reinforcement Learning - Q-Learning and Monte-Carlo in a game of Blackjack (HTML and Javascript)

I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible al...

I require a MATLAB expert to assist in analyzing some financial data. Your skills in data analysis should be top-notch. While specific MATLAB toolboxes weren't mentioned, knowledge of Econometrics, Financial, and Statistics and Machine Learning toolboxes would be a huge plus. Understanding of financial data is imperative. Please provide evidence of similar projects you've worked on. Looking forward to seeing your proposals. The goal is to use Kalman filter to estimate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equations: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ?? Here, ?(?) is the input to the system. In Kalman estimation we...

...looking for a specialist in data mining and machine learning, tasked with handling a medium-sized dataset ranging from 1,000 to 10,000 records. Key Responsibilities Consider the water tank system shown in the following figure. The tank has an input, a water tap, which can add water to the tank and increase the water level. Water level is measured by a level sensor. The goal is to use Kalman filter to estimate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equations: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ?? Skills and Experience - Proficiency in different types of data mining and machine learning. - Broad experience working wit...

Project is to develop a specific module / function in a Caspio Bridge based Learning Management System for an existing SaaS startup which provides digital transformation for basic supplementary after-school education settings. Further details to follow.

...stock research or trading is required for this project, just a willingness to learn and a keen interest in the stock market. Key Responsibilities: - Data Collection: You'll be responsible for gathering relevant data on various US stocks. - Data Analysis: You'll help me analyze the data collected to draw insights. - Financial Modeling: If you have experience in this field or are interested in learning, you'll also be assisting in creating financial models for the stocks we're researching. The project requires fundamental analysis as well as technical analysis of stocks. You should be comfortable with both or eager to acquire knowledge in these areas. Good communication skills are a plus, as I'll be relying on you to provide regular updates on your findi...

I'm in need of a full stack software developer proficient in React and NodeJS, to assist me in completing my already-started project. Already covered areas in the project include interface design and functionality implementation, the challenge now lies in making the deployment consistent, secure, and portable. Ke...facilitating complete translation. - Implementing payment via Stripe. - Troubleshooting any bugs and working on no-yet-implemented aspects. To enhance the user experience further, the project also requires real-time notifications and performance optimization. Candidates with prior experience in these areas will be highly preferred. It's vital that anyone who takes up this project is open to exploring, learning, and implementing additional features as the dev...

...The specific measurements aren't specified yet, but the app should be flexible and able to handle an assortment of functions like signal strength, network speed, and stability metrics. Your Role and Required Skills: The goal of this project is to gain some practical experience in Android development and exercise your understanding of cellular and WiFi networks by measuring them. Our specific learning objectives include: • Getting familiar with the Android programming framework. • Implementing background services for Android. • Implementing network measurements using the Telephony and the WiFiManager Android APIs. • Practicing technical code documentation. • Practicing teamwork. While I did not specify how I want the app to look, I am open to any d...

I'm seeking a proficient C++ developer with ample experience to handle an update to our existing source code. You will be tasked with: Upgrading the source code to make use of the RandomX algorithm (no need to implement the algorithm, as we already have it ready and we will provide the source code), currently the source code is fully working with CryptoNight. Knowledge and experience with the CryptoNight or crypto coins are incredibly beneficial. You should be well-versed in updating and refining source codes.