Support vector machine matlab regression jobs
I am looking for a skilled Illustrator who can create dynamic and realistic vector illustrations for me. My preference leans towards a bright and vivid color scheme that bursts with life and draws the eye. Key Responsibilities would include: - Creating engaging and realistic vector illustrations. - Implementing a bright and vivid color scheme. Ideal candidates would have: - Significant experience with Adobe Illustrator or similar software. - A portfolio showcasing vibrant, realistic illustrations. - An eye for detail and a knack for incorporating bright colors effectively. Please share samples of your work that align with these preferences when bidding.
I am looking for an experienced engineer/developer who can help us Monitor CNC Machine Data or in other words, check Overall Equipment Effectiveness. We have 8 CNC Machines working with Fanuc Controllers, we want to extract data from Controller to our PC (in the same local network). Please quote only if you have prior experience in this. Our Machines have FOCAS.
I'm in immediate need of a dedicated and dynamic Virtual Assistant to support my growing needs. The ideal candidate will be someone who thrives in managing multiple tasks efficiently and possesses a keen eye for detail. Your main responsibilities will include: - Managing my emails with the utmost discretion and organization. - Scheduling appointments, ensuring I never miss an important date. - Conducting data entry tasks with accuracy. - Performing internet surveys to gather valuable information for projects. - Preparing ad-hoc reports based on collected data and research. To excel in this role, you'll need to work approximately 6 hours a day, 6 days a week. This schedule is designed to ensure continuity in my operations while allowing flexibility for you. Required Skil...
I need assistance from a mid-level Data Scientist specializing in problem identification using open-source data. You'll focus on identifying and analyzing problematic projects conducted by Chinese and Chinese-associated companies in Latin America. Skills and Expertise: - Proficiency in data analysis - Experience with open-...details about multiple projects. You need to: - Mine the data using open-source tools to identify patterns or irregularities - Dissolve the data to extract useful information - Use your expertise in problem identification to highlight potential issues This is an excellent opportunity for datasets enthusiasts who enjoy diving into details and surfacing with relevant insights. Your analysis will support our objective to investigate potential issues with ...
We are seeking the development of an AI DeepNude Fake Image Generator website that prioritizes image recognition and implements a recommendation system. This project aims to deliver a seamle...convenience. Main Purpose: The primary objective of this project is to facilitate image classification through advanced AI algorithms and recommendation systems. Ideal Candidate: The ideal candidate should demonstrate expertise in developing AI algorithms, particularly in the domains of image recognition and recommendation systems. Proficiency in web development is essential. Strong knowledge of machine-learning algorithms and deep-learning frameworks is required. Additionally, the candidate must possess the ability to design and implement AI applications effectively. Project example:
...upgrade my project's framework and libraries. - Enhance the current deployment process for better delivery and performance. Framework Upgrade: - I require an upgrade from the existing framework to Ionic 7 and Cordova 13. Your familiarity and proficiency in these specific versions will be highly beneficial. Deployment Enhancement: - There's also a need to deploy the application to a development machine and enable the compilation/debugging. Skills and Experience: - Expertise in Ionic and Cordova frameworks - Android development know-how - Experience in upgrading and deploying applications - Problem-solving skills and a keen attention to detail. Your primary role will be to ensure that my project operates on the latest and most efficient framework versions, along with ...
I'm in need of an experienced Python developer capable of implementing a machine learning model API as swiftly as possible. Specific skill-set and experience that I'm looking for: - Strong expertise in Python - Deep understanding of API development - Experience in Machine Learning - The ability to implement the project promptly and efficiently I haven't selected a preferred ML framework yet, and I'm open to professional suggestions during development. Your ability to deliver high-quality work within the shortest time frame possible is greatly appreciated.
I'm in need of a Virtual Assistant with intermediate (2-5 years) experience to support me. Oganizing travel arrangements to ensure my trips are efficient and hassle-free. It is anticipated that I will need less than 10 hours of assistance per week. The ideal freelancer for this job would be organized, detail-oriented and have a knack for time management. Experience in using common office software such as 365 including one drive and good skills in basic graphic design are essential. Basic bookkeeping a plus and being located on Asia well regarded.
I am on the lookout for a competent CSS designer who is proficient in browser compatibility and mobile-first design using UIkit. Key Responsibilities: • Adapt UIkit design to appear flawless on Chrome, Firefox, and Safari browsers. • Considering it’s a Luya CMS based site, I need support in modifying variables like colors and typography effortlessly in CSS or SASS files for a single version of the site. • Creativity and open-mindedness are appreciated as there’s room for color scheme suggestions. Ideal Skills: • Proficiency in CSS or SASS • Significant experience with UIkit • Familiarity with Luya CMS • Solid understanding of cross-browser compatibility • Experience in mobile-first design • Strong sense for attractive col...
I'm seeking an experienced financial planner specializing in investment strategies tailored for small businesses. My objective is clear: to map out a basic yet effective investment ...communication skills to effectively articulate the investment plan and address any queries **Expectations:** - Conduct a thorough analysis of the business's financial health and investment goals - Develop a basic investment plan that outlines actionable steps towards achieving the identified goals - Provide advice on the best investment opportunities tailored for small business needs - Offer ongoing support and adjustments to the plan as needed based on market trends and business performance Ideal for professionals who are passionate about helping small businesses thrive through strategic ...
...information in a MongoDB database. When someone queries this API, it will consult the updated database. Therefore, it is necessary to automate these queries so that calls to these two APIs are made every 12 hours, but this should be configurable to adjust the timing, for example, to every 6 hours. The Java project must include Docker and MongoDB to enable deployment on a hosting service with Docker support. While not required, documenting the project with Swagger will be viewed favorably. technical definitions of the gateway api. 2 main endpoints: -idealista -fotocasa Query param: -String operation (sale|rent). Path parameters: -String id (optional) -String location (required) Examples: GET idealista/valencia Query parameter: alquiler Return all rental properties in valenci...
Hello, I have a 3D model and Ansys heat transfer air flow simulations of a part. I need "topology optimization" to be applied to the part in order to have maximum heat transfer and smoothest flow. Topology optimization should be mathematically modeled by using a software such as Ansys (preferably) or MatLAB.
...and updating profile information. CSS frameworks or preprocessors for styling and layout. Ideal skills: - ASP.NET Core API mvc - React development - MSSQL - Secure payment system integration (specifically bank transfers) - User Interface design and UX knowledge - Prior experience developing e-commerce platforms or similar would be a plus. NOTE- You have to run the project into my machine using anydesk. Please sent MSSQL file also. Do use comment on the project...
I'm looking to sol...classification problem with my tabular data using Python. Skills and Experience Needed: - Capability in Python programming is crucial, familiarity with libraries such as pandas, sklearn, and keras is necessary - You should be proficient in machine learning algorithms, specifically focusing on data classification - Experience in handling and manipulating tabular data for machine learning applications - Understanding of data cleaning, preprocessing and feature engineering Project Requirements: - Development of a Python-based data classification model - Utilizing machine learning techniques to process tabular data - Rigorous testing of the model's accuracy and improving it if required - Documenting the steps and coding process for futur...
**BRIEF ATTACHED** I am seeking a talented designer with significant experience in creating custom (not stock), minimalistic, branding-related colored SVG icons. These icons are intended for publication on the the Deadswitch website. Skills Required - You should be adept in SVG vector-based illustration and have a solid understanding of minimalistic design. Color Palette - The SVG Icons should be in colors that align with the Deadswitch brand identity. Be prepared to incorporate specific branding-related colors. See the example SVG icons below for reference. The Layout - The icons need to be custom-designed and eye-catching while maintaining a minimalistic style. Previous experience in designing minimalist icons and an understanding of how to incorporate brand colors ef...
First of all, I need you to speak Spanish. I am in need of an experienced and skilled Microsoft Power Apps and Power Automate developer. The primary goal of this project is the design and development of a business application for a step-by-step repair procedure. The ideal candidate for this proj...Automate - Designing intuitive and user-friendly interfaces - Understanding of business process management - Excellent problem-solving skills Experience in delivering similar projects would be a key consideration in the selection process. The final product must be a smooth, efficient, and effective tool that provides tangible benefits to our operations. The use of the Microsoft Power Platform must support and enhance the repair process, ensuring a seamless and error-free experience for...
Matlab Simulation Battery Optimization Urgent Work
...Telegram and Discord. So there needs to be some kind of bridge between the script and each messenger app that allows the bot to process message requests from each app. I also want the bot to be capable of fully autonomously registering and confirming crypto payments at the minimum in Bitcoin BTC, Monero XMR. Ideally it can also detect tokens from ERC20, TRC20 and BEP20 blockchains for stable coin support. I want this pay gate to run LOCALLY on the server, I do not wish to use 3rd party pay gates such as coinbase pay. So I’ll try to make a concise summary of all the parts that I am envisioning on this project and what they should entail: 1) A general bot script that allows contacting parties to initiate a shopping process. This needs to react to pre-determined text-based...
I'm looking for an experienced website support specialist to help maintain and update my website. Your duties would largely involve: - Conducting regular monthly maintenance of my website. - Updating the site's content according to specifics I'll provide on a monthly basis.
...completed software will send the scraping data with metrics like keywords, locations, scraped data metrics ( how many data found ) Sample of Log file in a web panel User ID User Email Project ID Project Name Task ID Task Name Keywords Locations Datas Error ID 2134 user @ 1 title 2 title keyword1, keyword2, keyword3 location1, location 2 104,458 23 Your Proposal will include 1 year of support plan to solve the problems with the software. You will be ready to add multiple additional resources to the software like any other business directory or listings with additional reasonable costs after the first development with updates. Software should not use paid Apis in any resources. You need to answer some questions before your proposal will be reviewed. What programming langu...
...completed software will send the scraping data with metrics like keywords, locations, scraped data metrics ( how many data found ) Sample of Log file in a web panel User ID User Email Project ID Project Name Task ID Task Name Keywords Locations Datas Error ID 2134 user @ 1 title 2 title keyword1, keyword2, keyword3 location1, location 2 104,458 23 Your Proposal will include 1 year of support plan to solve the problems with the software. You will be ready to add multiple additional resources to the software like any other business directory or listings with additional reasonable costs after the first development with updates. Software should not use paid Apis in any resources. You need to answer some questions before your proposal will be reviewed. What programming langu...
I need an ETL developer to streamline and automate an existing manual process. This includes: - Transferring two encrypted *. files from a source server to a local machine. - Decrypting these files into *.csv format. - Running SQL on one file and a PowerShell command on the other file to create a staging table. - Setting up a Microsoft SQL Server database into read-write mode from read-only. - Reverting the database back to read-only upon task completion. - Sending a report to the user upon task completion. Ideal skills for this job include advanced SQL, PowerShell, and ETL development. Familiarity with read/write permissions on Microsoft SQL Server and experience with data transfer and encryption/decryption processes are also highly beneficial.
...developer who can build a cross-platform application for both iOS and Android from scratch. Key Features: - The app's main function would be service providing and product selling. - The app design should be user-centered and efficient, ensuring a seamless and intuitive user experience. - A significant and unique feature needed is a calling facility, which would be integrated with our internal support system. Ideal skills and experience: - Previous experience with cross-platform app development is essential. - Expertise in integrating calling systems into an app. - Knowledge of e-commerce and service-oriented business models. - A portfolio of similar past projects would be highly appreciated. The perfect candidate should understand e-commerce and service-providing pa...
I need a proficient technician skilled in setting up Mach3 for my unique, custom-made CNC machine and laser engraver. The scope of this project will be: set up a cnc with Mach3 and a laser applied on it an make it ready to cut Experience and expertise with Mach3 is vital, with a deep understanding of the nuances of custom-made models being a key advantage. Efficiency, excellent communication, and a meticulous, detail-oriented approach will be valued in this task.
I'm seeking a skilled developer to craft a storytelling application for an educational context using transformers. The application will primarily generate fictional and nonfictional stories and be web-based. Here are a few key project considerations: - Custom Data Training: The application must leverage a custom data...to utilize any pre-existing frameworks or APIs that can facilitate the development process. - Time Constraints: This is a college project, and I need it within 24 hours. Ideal Skills and Experiences: - Proficient in code development for web applications. - Previous experience or knowledge in utilizing transformers for applications would be greatly beneficial. - Experience in projects involving machine learning and custom datasets. Looking forward to finding t...
Location: Remote (US, UK, Canada preferred) Description: We are seeking a highly motivated Marketing Assistant to join our team to assist and support our crowdfunding projects. The ideal candidate will have experience in crowdfunding and social media marketing, with a proven track record of successfully reaching donors and raising funds. As a Marketing and Project Assistant, you will be responsible for managing our fundraising platform accounts, utilizing social media platforms, and other channels to engage potential donors. This is a commission-based position with a competitive 30% commission ($2000) of the funds raised and uncapped bonus. We are looking for someone who is hardworking, diligent, and able to work under tight deadlines. Responsibilities: - Manage crowdfunding platf...
...develop a performance assessment tool that utilizes Natural Language Processing (NLP) techniques to analyze text input from subsidiary entities and measure Key Performance Indicators (KPIs) for evaluation purposes. The tool will streamline the assessment process, provide valuable insights, and support strategic decision-making for the holding entity and its subsidiaries. Key Features: ***Questionnaire Module: - Allow subsidiary entities to input textual responses to assessment questions. - Support for multiple-choice questions, open-ended questions, and text-based responses. Include a document upload option for each section of questions to provide additional data for analysis. ***NLP Analysis: - Implement NLP techniques to extract features from the textual responses and...
I'm in urgent need of a proficient developer to build a sketch2code tool specifically for the web platform. This system's primary function is to convert sketches in...graphic illustrations, the tool should effectively translate that into functional programming code. - Timeliness is of the essence for this project as I require it to be done ASAP. Expected Skills and Experience: - Possess significant programming and web development skills - Have experience developing or working on similar sketch2code platforms - Strong background in artificial intelligence and machine learning, as these are pivotal for the success of the project. - A portfolio highlighting past work in this area will give a competitive edge. - Must have the ability to work under time pressure and deliver ...
I'm in need of an expert in machine learning, AI, Python, and JavaScript for a unique project. The focus will be on classification tasks involving image data. Key Responsibilities: - Apply machine learning principles to classify diverse image data. - Develop custom models utilizing transfer learning. Ideal Skillset And Experience: - Proficient in machine learning and AI theories and methodologies, specifically for classification tasks. - Extensive experience with Python and JavaScript is a must. - Proven track record of handling image data and creating effective models. - Expertise in developing custom AI models with transfer learning. I'm excited to work with a forward-thinking individual who is eager to take on challenging tasks in machine learni...
...pages long, showcasing both my work experience and academic achievements, as well as my background in a balanced manner. Resourceful wordsmiths with experience in drafting personal statements for law school applicants are highly desired. A background in law education or understanding the demands of top-tier law institutions would be a plus. You should be able supply proof of similar work to support your bid. Main duties: - Create a balanced narrative that encompasses my work experience and academic accomplishments, as well as my background - Adhere to the 2-3 page limit while maximizing impact - Create a convincing argument for my admission to Law Schools that offer online JD programs - Produce a high quality, polished final draft that requires no further editing - Complete t...
Self-motivated journalist a...Seachtain, a weekly Irish language newspaper which is included in the Irish Independent (newspaper) on Wednesdays. Due to our Group's expanding interest in the in the Asian region, we are looking for a freelance, passionate and motivated individual who can carry out a range of basic journalist tasks (meaning as an assistant to one of our journalists) on an ad-hoc basis, in Malaysia. Journalistic-support assignments will vary and may range from reporting on topical news events, conferences, important community events, sport, business issues, interviews, etc. Subjects of interests to our readers will be sent routinely to the appointed individual in a timeous fashion and remuneration will be on a 'per-job' basis. [Removed by Admin] Patrick...
I need an expert with Linux and Neovim who can assist with the setup and configuration of Neovim on my Linux machine. The goal of this project is to configure Neovim to behave like an IDE, optimized for my programming needs. Key Responsibilities: - Plugin Installation: You should install appropriate plugins - Key Mapping: Adjust key mapping settings to ensure smooth navigation and workflow - User Interface Customization: Improve the visual appeal of the interface to suit my personal taste. Ideal candidate: - Has extensive experience with Neovim and Linux - Has a good sense of aesthetics for UI customization - Can execute the project quickly and efficiently without errors.
I am looking for an experienced developer in the field of artificial intelligence to create a website with an AI-powered chatbot focused on the legal domain. This chatbot will be able to: 1. Learn laws: The chatbot will be provided with a set of laws and regulations and will...lawyers: The chatbot will help lawyers conduct legal research, analyze cases, and provide legal advice to their clients. 2. Serving the general public: The chatbot will assist the general public in understanding laws, regulations, and protecting their rights. Requirements: 1. Experience in artificial intelligence: The developer must have experience in the field of artificial intelligence and machine learning. 2. Experience in website development: The developer must have experience in developing websites and...
I'm seeking an experienced product researcher with expertise in e-commerce, specifically within the Home & Kitchen sector on Amazon(US). The successful candidate should possess: • Proficiency in identifying high-demand, low-competition products. Your focus should be on items with fewer reviews, signaling less competi...reviews, signaling less competition. • Sound judgment to discern lightweight, quality products priced over $30. • Flexibility in considering products from sectors beyond Home & Kitchen. • Understanding of key e-commerce metrics including, but not limited to, 'Best Seller Rank'. Please note that heavy products, despite easy shipping prospects, are not within the scope of this project. With your support, I aim to source up to...
I'm launching a unique card game targeting young adults aged 18-25. The game is very dark humour. The main aim of this Kickstarter campaign will be: - Communicating the uniqueness and intrigue of the game towards the target audience. - Rallying support and raising funds for the initial launch of the product. Looking for a high-energy freelancer with experience in product launches, particularly in the gaming industry. Ideal skills include marketing, project management, and a creative mindset that understands how to appeal to young adults. Your role will also involve managing the engagement with the backers and ensuring the funding target is met. You should have a strong skillset in creating engaging content that resonates with young adults. Previous work with Kickstarter camp...
I'm in search of a professional with strong customer service skills and familiarity with the Shopify platform, Gorgias ticketing system, and email communication. Key responsibilities would include: - Responding to 10-20 customer inquiries daily via email and/or the ticketing system, - Facebook comment moderation - Processing orders and returns - Updating product listings on our Shopify platform Strong command over the English language is essential to communicate effectively with our customers. In-depth knowledge of Shopify, its functionalities, and having a customer-centric approach are vital for this role. The ideal candidate will have a background in customer service, particularly in an e-commerce setting!
ABOUT US: We're a thriving business-to-business company specializing in WordPress services, including website design, development, support, maintenance, content creation, and SEO. Our diverse clientele spans industries such as construction, recruitment, professional services, and e-commerce. With a globally dispersed small team, we efficiently cater to clients in the UK, USA, Canada, and Europe. POSITION: All-around Super VA RESPONSIBILITIES: As the all-around VA, your primary responsibility is to seamlessly handle the day-to-day operations, relieving the founder to focus on strategic initiatives. Initially, you'll be hands-on with tasks and later build and lead a team. - Working in our fast-paced environment, your role includes: - Checking and confirming client requ...
...rust to create a seamless CI/CD workflow. All local installations run preferably in docker containers to be reproducible also on local developer builds. You have never done a CI/CD with docker in selfhosted gitlabCE? => stop here, you will not get the award! Key Responsibilities: - Integrate a dockerized gitlab runners (selfhosted) - Establish a GitLab-runner (selfhosted) using Docker - Ensure support for multiple targets including java, python, c++, rust Desired Skills and Knowledge: - Comprehensive knowledge on docker - Previous experience setting up selfhosted GitLab-runners with and without docker - Skilled in Docker-based workflow implementation - Expert in selfhosted GitLabCE CI/CD - preferably we use latest UBUNTU LTS for OSes on docker. The ideal candidate will ha...
I need a MySQL database created for my Android recipe app. The database should support the following: - Storing complete recipes - User data For the complete recipes, I want to store the following specifics: - Recipe title - Ingredients - Preparation instructions - Cooking time The ideal freelancer for this project should have prior experience in creating databases for Android apps, a solid understanding of MySQL, and appreciate the importance of structuring data efficiently for high user quality experience.
...consistency across all branding materials. - Design branded templates for business cards, letterheads, email signatures, and social media profiles, ensuring cohesive brand representation across all touchpoints. - Develop a comprehensive style guide outlining logo variations, color usage, typography specifications, and brand application examples. 3. Deliverables: - Final logo files in vector format (AI, EPS) and raster format (PNG, JPEG) for both print and digital use. - Brand kit documentation detailing logo usage guidelines, color codes, typography details, and brand application examples. - Branded templates for business cards, letterheads, email signatures, and social media profiles. - Three unique combinations of logo, font, and color scheme applied to mock-...
I'm launching a loyalty program and need a modern, minimalist website...right. Here's what I'm looking for: *User Registration: A secure area for customers to create their own accounts. *Points Tracking: System to keep track of customers' accrued points. *Rewards Redemption: A mechanism to allow customers to trade in their points for rewards. *Lucky Draw: Periodically, there will be lucky draws for members. *Social Media Integration: The platform should support Integration with Facebook and Instagram for wider customer reach and efficient communication. I'm looking for a freelancer with solid experience in developing loyalty websites/apps, clean and sleek UI/UX design, and proficiency in social media integrations. A portfolio showcasing similar p...
...cater to the needs of each individual. THE TARGET AUDIENCE OF ON CAVALLS: COMPANY GROUPS - INDIVIDUAL HIGH EXECUTIVES includes top executives seeking new perspectives and a deeper understanding of themselves, as well as affluent individuals looking for personalized luxury in their process and are willing to spend money for this exclusivity. Through individual coaching, they receive tailored support to strengthen their leadership skills and achieve their goals. FOR INDIVIDUALS For individuals striving for personal growth, Son Cavalls offers individual coaching to help them overcome obstacles and maximize their full potential. These coaching sessions are based on a holistic approach that incorporates body, mind, and soul. PRIVATE GROUP RETREATS Son Cavalls also offers group r...
...three existing C# projects into one cohesive project while maintaining all pre-existing functions. Details: The functions of the 3 projects are almost the same. The data is read from the plc and then uploaded to the mes system. The difference lies in the number of data read and the difference in uploading to the mes interface. These items contain Chinese characters. Please add Chinese character support to your operating system to avoid losing information. Since all three C# projects were constructed using the same version of C# and compatible frameworks, I need a specialist who can ensure smooth integration without compromising any functionalities. Ideal Skills and Experience: - Expertise in C# - Experience in project integration - Knowledgeable about data management, user ...
...will likely be no more than 8 people. We are a company that supports people living with disabilities. A client of ours who is living with cerebral palsy and is hearing impaired is providing us with the opportunity to interview him about his lived experience living with a disability and overcoming barriers. He will also be sharing what good support work looks like. We would like the video to be used for learning and educating our team of support workers on perspectives of someone with lived experience and also for the video to be used for marketing purposes. OTHER: The ideal freelancer should be able to discern the crucial moments during these presentations and capture them in a concise, potent manner. Subsequently, the captured footage will be primarily us...
Hi Dang N., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
I NEED EXPERT ON CNN and ANN FOR MACHINE LEARNING ON PREDICTION FOR A BETTING SITE
I'm seeking an experienced blockchain developer with in-depth knowledge in Solana token and decentralized exchanges (DEX). Here's an overview of what's required: - Token deployment and integration into a DEX platform, specifically Dexscreener. - Providing support and guidance on successfully listing our token on Dexscreener. - Integrating additional feature of an exchange system seamlessly with our token. Proficiency in Solana's token standards, DEX processes, and smart contracts is crucial. Relevant experience with Dexscreener would be advantageous. I'm expecting efficient, precise work with no compromise on security.
#### **Company Overview:** We are a WordPress services company. We specialize in WordPress support, development, maintenance, design, and hosting. Our mission is to make website management simple, smooth, and stress-free, allowing our clients to focus on running and building their businesses. --- #### **Job Description:** We are in search of a dedicated Lead Generation and prospecting specialist to build a pipeline of quality leads and prospects interested in our services. This is a remote position, and we are targeting both individual site owners and also agencies involved in web, marketing, and PR who may be interested in our white-label services. To be clear, this isn't about generating lists of people on a spreadsheet. It's about finding people in companies who ha...
...points, our Flutter Developer will integrate into App, so you will only work on GPT side. The right freelancer for this job should have: -Proficiency in natural language processing (NLP) and machine learning techniques. -Experience in developing chatbots or conversational AI systems. Key Features of the API needed: - Ability to address both general health and mental health issues - A function for patients to first diagnose their symptoms effectively (Symptom checker) Deliverables: -Fully functional chatbot API capable of addressing general health issues and mental health concerns in Swahili. -Support and maintenance for the chatbot post-deployment, including bug fixes and updates as needed. As a dedicated team, we are eager to find someone who can create this API, e...