Grading of rice grains by image processing matlab codeроботи
Мета: Професійне візуалізування квартири площею 71 квадратний метр із двома кімнатами, збільшення реалізму та якості порівняно з існуючою моєю роботою. Поточний стан: Одна кімната вже була візуалізована з матеріалами та освітленням. Однак, бажається більш реалістичне та високоякісне оформлення. Для довідки надано зразок цієї кімнати (мій зразок дитячої кімнати1 та мій зразок дитячої кімнати2) Додаткові довідкові матеріали включають фотографію іншої кімнати (бажаний рівень якості) та фактичну кімнату і основний файл ( та Sketchup+Vray+5+Interior+) Оригінальний файл SketchUp (квартира) буде доступний під час співбесіди. Вимоги: Коригування матеріалів: Детально налаштувати всі матеріали. Наразі я використовую V-Ray 6. Скріншоти всіхваших налаштувань V-Ray потрібно надати. Налаштування осв...
To launch a new product, there is a need to develop a hot water boiler with a capacity of 100, 200, 300 kW. The boiler should run on solid fuel (firewood, coal) and be able to install a burner. Для запуску в виробництво, нового продукту, є потреба розробки водогрійного котла, з потужністю 100, 200, 300 кВт.. Робота котла на твердому паливі (дрова, вугілля) та можливість встановлення пальника.
Вітаємо, Samiullah K.! Я звернув увагу на ваш профіль і хотів би запропонувати вам свій проект. Ми можемо обговорити деталі в чаті.
I need to create a database of Ukrainian: - real estate agencies offering foreign property, - investment / financial firms offering foreign investment property. Database must be devided in two parts: 1. Company from Kyjev 2. Company form other parts of Ukaraine. Database scope: Name of company, Town, Email address, Web site ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Мені потрібно створити базу даних української мови: - агентства нерухомості, що пропонують іноземну власність, - інвестиційні / фінансові фірми, що пропонують іноземну інвестиційну нерухомість. База даних повинна бути розділена на дві частини: 1. Компанія з Києва 2. Фірма утворює інші частини Укарайна. Обсяг бази даних: Назва компанії, місто, адреса електронної...
Перекласти 3 сторінки тексту художнього стилю з англійської на українську мову. Необхідний рівень володіння англійською мовою-C1-C2. Translating the text to Ukrainian from original(English). A level of C1 or C2 is required.
We need to make online store like: , Without content. Also useful filters for specific product characteristics. need online chat Потрібно зробити інтернет магазин на зразок: Без наповнення. Також потрібні фільтри товару за певними характеристиками, онлайн чат
I need to develop a mobile app from scratch that allows customers to browse and purchase mobile accessories from Alibaba. The app should include: - User-friendly interface and design for a great user experience - Product listings dynamically fetched from Alibaba - Secure payment processing and order management - Shopping cart functionality - Order confirmation and tracking features - Full development lifecycle support, including design, development, and testing.
...experience in: ✅ Hardware: Camera modules, display panels, circuit board design, power management ✅ Software: AI image recognition, real-time processing, embedded systems programming ✅ Integration: Combining hardware & software for seamless real-time performance Project Scope: -Assist in developing a working prototype -Recommend and source appropriate hardware components -Build AI-driven software for real-time data processing -Ensure smooth integration of hardware and software -Optimize for low latency, high accuracy, and real-time performance Preferred Skills: -Experience with computer vision (OpenCV, TensorFlow, YOLO, etc.) -Proficiency in Python, C++, or embedded programming -Knowledge of Raspberry Pi, Jetson Nano, or custom PCB design -Prio...
I'm working on a video game project and some of the tasks are very repetitive. I have over 900 graphic assets that require processing. The task involves cutting out images and repairing the inking as needed. To begin, I've prepared a small batch of 78 images for a test run. It's crucial that the resolution and format of the images do not change throughout the process. Image contours (inking) must be clean.
...developer to create an automated solution for processing Word documents. The goal of this project is to streamline the editing process, including the removal of special characters, splitting the document into multiple parts based on specific rules, and correcting typos. The solution should be efficient, user-friendly, and able to handle multiple documents at once. --- **Key Responsibilities:** 1. Develop a script or application to: - Remove special characters from Word documents (.docx). - Split the document into multiple parts based on predefined criteria - Automatically identify and correct typos using a customizable dictionary or AI-based spell checker. 2. Ensure the solution works efficiently with multiple documents in batch processing...
I'm looking for someone to install a personal iPad app onto my device. The app is no longer available in the App Store, but I have the source code. Requirements: - Knowledge of how to install an app from source code onto an iPad - Ability to guide me through the process as I have some technical knowledge but not enough to do it independently - No need for creating an Apple Developer account, as I do not want to do that Skills and Experience: - Previous experience with iPad app installations - Good communication skills to explain the process to me - Technical expertise to handle potential issues during the installation
I am seeking a meticulous data entry professional to manually transcribe handwritten notes into a digital format. Key Requirements: - Proficient in manual data entry, with a keen attention to detail to ensure accuracy in transcribing text data. - Experience with handling and transcribing handwritten notes is a plu...transcribing handwritten notes is a plus. - Able to maintain confidentiality and handle sensitive information with discretion. - Strong English language skills to accurately interpret and transcribe the text. Skills and Experience: - Prior experience in data entry is necessary. - Ability to work independently and meet deadlines. - Excellent typing skills. - Proficient in using word processing software. Please provide examples of previous similar work, if avai...
I have an AI-generated image that requires some touch-ups. Specifically, the hands and bag handles need to be fixed. Please refer to the attached source image and the image with instructions for details.
I'm looking for a talented graphic designer to create a compelling image advertisement for a Facebook post. The goal of this advertisement is to initiate phone calls or text messages inquiring about a piece of land that's up for sale. This land is intended for agricultural use, so the ad should highlight its potential for farming or related activities. The ideal freelancer for this project should have: - Experience in creating engaging social media advertisements - A portfolio that demonstrates an ability to design for the agricultural sector - Understanding of Facebook's advertising specifications and best practices - Excellent communication skills to understand and incorporate feedback Please provide examples of previous similar work ...
..."Action" cell will turn red if more than 3 days have passed since the date was entered. Drop-Down Menus – "Types of Service" in Column B "Reason(s) for Visit" in Column I with all the requested options below: • Army Credentialing Assistance • ArmyUniversity BNCEDP • ArmyIgnitED Enrollment • ArmyIgnitED Problems • ArmyIgnitED Information • ArmyU Credentialing • BSEP Counseling • Chapter Counseling • College Information • Commissioning Assistance • Dashboard • Exception to Policy Counseling • Financial Aid Information • HE Track Counseling • High School Completion • In-Processing • Memo for Soldier • Military Spouse Career Advancement Accounts (CAA...
I'm facing a problem with my WordPress site where meta post image links are present in sql but the upload folder is not connecting to it and are not displaying. This issue began after I made some recent changes to my WordPress theme and plugins. Ideal Skills and Experience: - Strong WordPress troubleshooting skills - Experience with WordPress theme and plugin issues - Good understanding of meta post images - Ability to diagnose and fix display issues - Prior experience with client-focused communication
...card grading system that evaluates card condition based on images. The system must analyze the front & back of a card, detect centering, surface defects, edge wear, and corner sharpness, and provide an automated grading score based on mathematical models and ML classification. Key Requirements: ✅ Advanced Image Processing (OpenCV, NumPy, skimage, etc.) ✅ Machine Learning Model (Supervised learning, CNN, PyTorch/TensorFlow) ✅ Mathematical & Algorithmic Approach to grading (based on centering, edges, surface, corners) ✅ Robust Background Removal (even in difficult environments: table, hand, uniform backgrounds) ✅ Perspective Correction & Contour Detection to correctly isolate cards ✅ Support for All Pokémon Card Types (Holo, Re...
I need a professional to convert my final logo image into a PSD file. The logo elements need to be separated into different layers, specifically text elements, graphic elements and background elements. Ideal skills and experience for the job: - Expertise in Adobe Photoshop - Experience with creating layered PSD files - Attention to detail - Understanding of graphic design elements
Project goal Develop a compact system that integrates various hardware sensor modules and camera(s), along with a software for real-time data processing and visualization in QT. Project can be split in it's hardware and software parts if it's for the better. Scope of work Hardware requirements: - Combine the following hardware modules: GPS with accuracy of 1cm, 3-axis gyroscope, LASER or LIDAR for accurate distance metering (30 meters min required), LASER pointer, HD camera, optional IR or thermal camera. Output preferably to USB-C. Minimal/compact size is a must. Links for module purchase can be provided/selected after discussion. Another option is to create a new PCB using the necessary parts. Software development: - Develop software for real-time d...
I'm in need of a Windows-based Point of Sale (POS) system for my retail store. The system should encompass key functionalities including inventory management and sales reporting. Key Requirements: - Inventory Management: The system should help track stock levels, sales, deliveries and orders. - Sales Reporting: The system should provide insightful sales reports to help understand sales trends and make data-driven decisions. Payment Processing: The POS system should accommodate cash and mobile payments. Please note, integration for credit/debit card payments is not necessary at this stage. Ideal Skills: - Proficiency in Windows software development - Experience in creating retail POS systems - Knowledge in inventory management systems and sales reporting tools ...
...ffmpeg, youtube-dl, or similar tools) are permitted. Only the tools natively available in the React Native environment may be used. - If YouTube already provides an audio stream in a format close to MP3, leverage that to reduce processing and data transfer. Performance & Error Handling: - Optimize the function for performance and minimal resource usage. - Gracefully handle errors such as network issues, invalid URLs, or stream access failures. - Provide clear and informative error messages to the end user. Documentation & Maintainability: - Include comprehensive inline code comments and external documentation. - Supply a sample integration within a React Native app to demonstrate how to use the function for uploading the MP3 data. Example Usage: Below is an exam...
We are looking for an experienced (Node.js + TypeScript) developer to implement an application according to our existing UML model and specifications. Scope of Work: 1. Configuration * Implement AppConfigService and integrate with various providers (e.g., EnvConfigProvider). * Allow adding custom parameters (AddParameter) and fetching configuration values. 2. Logging * Implement a LoggingService façade with a console adapter and a Loki exporter (Grafana Loki) using an in-memory buffer and retry logic. 3. Event Bus * Provide an internal event system (publish/subscribe). * Integrate the Loki exporter as a subscriber to log events. 4. Domain Layer * Set up ControllerService, LockerService, Krcu16Service, and corresponding repositories for database operations (...
I'm seeking a professional who can implement both design and functional coding changes on my web application hosted on an AWS server. Key Responsibilities: - Update the design elements of the web application, improving its overall user experience and interface - Implement necessary coding changes, which may include bug fixes, adding new features, and performance optimization Ideal candidates should possess: - Extensive experience with AWS and web application development - Proficiency in both design and coding - Excellent problem-solving skills for debugging and performance optimization - Creativity and a keen eye for design to enhance the user interface
..."Action" cell will turn red if more than 3 days have passed since the date was entered. Drop-Down Menus – "Types of Service" in Column B "Reason(s) for Visit" in Column I with all the requested options below: • Army Credentialing Assistance • ArmyUniversity BNCEDP • ArmyIgnitED Enrollment • ArmyIgnitED Problems • ArmyIgnitED Information • ArmyU Credentialing • BSEP Counseling • Chapter Counseling • College Information • Commissioning Assistance • Dashboard • Exception to Policy Counseling • Financial Aid Information • HE Track Counseling • High School Completion • In-Processing • Memo for Soldier • Military Spouse Career Advancement Accounts (CAA...
I'm in need of a professional who can help me sell my website, , as swiftly as possible. The target audience for this sale is large corporations. Your goal will be to maximise the appeal of the site, highlighting its key assets to prospective buyers. Key Assets: - The website boasts a high search engine ranking, which is a significant selling point. You'll need to leverage this feature to attract and persuade large corporations to consider purchasing the site. Ideal Skills and Experience: - Proven track record in website sales, particularly to large corporations. - Excellent marketing and negotiation skills. - Ability to highlight and leverage key assets of the site. - Knowledge and experience in SEO and its value in website sales. - Strong communication sk...
I'm seeking a...a designated daily folder for vehicle number plate images. This script should check every 5 seconds, referencing a text file of number plates (one plate per line). If a match is found, the script should trigger a Telegram alert using a provided API and chat ID. It must thereafter ignore that Ideal Skills: - Scripting in Windows - Familiarity with Telegram API - File I/O operations - Pattern matching and image processing (basic level) - Command script (.cmd) modification The text file contains a list of vehicle number plates. The script should look for these plates in the folder, which has images named with potential additional characters (wildcard). The frequency of checks is every 5 seconds, so efficiency is key. Prior experience ...
I'm looking for a skilled Excel VBA programmer who can help me fix my current VBA code. The code is supposed to automate repetitive tasks, but it's producing incorrect results. - Code Fixing: The primary task will be troubleshooting and fixing the existing VBA code. - Automation: After fixing, I will need the coder to enhance the script to automate more tasks in Excel. Ideal candidate should possess: - Proficient knowledge in Excel VBA - Experience in coding for task automation - Problem-solving skills to rectify existing code - Attention to detail to ensure accuracy in results.
I'm seeking a seasoned social media marketer and SEO expert to help enhance my Shopify store's visibility and sales. The project entails comprehensive Google and Facebook Ads s...engaging video content to promote my brand and products - Implement effective SEO strategies to improve Google ranking - Conduct targeted Google and Facebook Ads campaigns - Track, analyze and report on performance metrics Ideal Skills: - Proven experience in social media marketing, particularly on the aforementioned platforms - Strong video content creation and editing skills - In-depth understanding of SEO and SEM - Proficient in Google Ads and Facebook Ads - Excellent analytical skills I'm looking for someone who can not only boost my brand awareness but ultimately increase sales and dri...
...standout feature of this app will be its ability to read SMS texts from banks and automatically add transactions using advanced AI techniques. Key Features: - Primarily focused on AI-based transaction addition. The app should utilize natural language processing (NLP) capabilities to interpret SMS texts from bank and categorize transactions accordingly. - Additional features such as expense tracking, income tracking, and budget management may be considered, but the primary focus is on the AI functionality. Ideal Skills: - Proficiency in developing cross-platform mobile applications. - Strong experience with AI and machine learning, particularly with natural language processing. - Previous work on finance-related applications will be a significant advantage. Please...
...deep understanding of geometric methods, particularly Lie groups (SE(3), SO(3)), to help apply these concepts to perception systems in semi-autonomous prosthesis control. Key Project Components: - Reformulating geometric object reconstruction of spheres, cylinders, and cuboids using Lie groups. - Enhancing depth perception and point cloud processing through the application of Lie algebra transformations. - Improving prosthetic grasping control with Lie group-based trajectory optimization. Ideal skills and experience for the job: - Proficiency in geometric methods, particularly Lie groups. - Experience in object reconstruction. - Knowledge in perception systems for medical prosthetics. - Strong background in depth perception enhancement and point cloud p...
I'm seeking a skilled app developer to create a co...comprehensive insurance company application for both iOS and Android platforms. Key Requirements: - Development of a customer self-service interface - Implementation of agent management features - Integration of a seamless claims processing system Ideal Skills: - Proficiency in cross-platform mobile app development - Previous experience in developing insurance related applications - Strong understanding of customer service and claims processing systems within the insurance industry The project is yet to detail specific user roles beyond customers and insurance agents, but the app should be built with potential future expansion to support administrative staff. Please provide examples o...
...in search of a proficient freelancer to create a high-performance Forex and Crypto Trading AI Bot. This bot needs to support both scalping and day trading strategies, while ensuring high-speed trade execution and real-time market data integration. Key Features: - Seamless API connectivity with major exchanges such as Binance and Kraken - Automated, high-speed trade execution - Integration of live market feeds and analytics - A user-friendly dashboard for monitoring trades The ideal candidate should possess: - Backend proficiency in Python, particularly for algo trading and automation - Frontend experience with React.js or Vue.js for UI/UX design - Competence in using Node.js as a backend framework for real-time processing Experience with trading bots and a solid...
We have set of 400 images which need to be annotated and labeled. We are using a third-party tool called VIA(VGG Image Annotation) Tool. You will work on your web browser by accessing to our interface page. We use VIA(VGG Image Annotation) Tool ~vgg/software/via/ Each image has 5 labels. You will mark the region by clicking the border of objects in images (not by bounding box), then set a label name to each region. We assume a single image annotation will take 3 to 4 minutes. So the total project should take 20 hours to 26 hours. You will need to export the labeling data and send us once the work is done. Please bit with amount and time to delivery. Once selected, will provide access to the interface and our how-to page. O...
I have approximately 56 pages of content in PDF format that needs to be typed out into a .doc file. This document needs to be formatted as a court document, complete with line numbers, footnotes, and other necessary legal formatting elements. The PDF includes all formatting; I need you to replicate it in .doc. Specific requirements include: - Using Georgia, 13pt font throughout the document. - Including both headers and footers in the document, as well as footnotes - Consistently and accurately replicate the citations, including subsection symbol Ideal candidates for this project will have experience with legal document formatting and a strong attention to detail. Please ensure you have a good command of typing and document formatting software. The .pdf is attached....
I have a basic rules file edited in notepad or similar. I would like to duplicate and modify the rules (name, 5 conditions and 2 values) into the duplicated rules. I have all the data that needs inputting in an excel table. I am happy to enter the require...happy to enter the required data but am looking for a tool that will create/edit the rules file with the desired amounts. I have a rules file in notepad that needs to be rewritten into an Excel file. The rules are conditional formatting rules and are relatively simple. The data in the notepad file is structured as plain text with delimiters. Ideal Skills: - Proficiency in Excel - Understanding of conditional formatting rules - Ability to interpret plain text with delimiters Experience in data entry and conditional formatting ...
**Exercise and Diet Brief:** **1. Introduction:** Exercise and diet are crucial components of a healthy lifestyle. Regular physical activity and a balanced diet can help maintain a healthy weight, prevent chronic diseases, and improve overall well-being. --- **2. Exercise:** **Benefits of Exercise:** - **Improves Cardiovascular Health:** Exercise strengthens the heart, improves blood circulation, and reduces the risk of heart disease. - **Enhances Mental Health:** Physical activity releases endorphins, reducing stress, anxiety, and depression. - **Boosts Immune System:** Regular exercise strengthens the immune system, making the body more resilient to infections. - **Promotes Healthy Weight:** Exercise helps burn calories, reduce fat, and maintain musc...
...refers to the force of blood against the walls of the arteries as the heart pumps it throughout the body. Blood pressure is measured in two ways: Systolic Pressure: The pressure when the heart beats and pumps blood. Diastolic Pressure: The pressure when the heart is at rest between beats. 2. Measuring Blood Pressure: Blood pressure is measured in millimeters of mercury (mmHg). A normal, healthy blood pressure is around 120/80 mmHg. Systolic < 120 Diastolic < 80 3. Types of Blood Pressure: Normal: Less than 120/80 mmHg High Blood Pressure (Hypertension): 130/80 mmHg or higher Stage 1 Hypertension: 130-139 / 80-89 mmHg Stage 2 Hypertension: 140 or higher / 90 or higher Low Blood Pressure (Hypotension): Less than 9...
It sounds like you're looking for an image editor who can help you remove backgrounds from your photos and optimize them for social media. I can suggest some tips for finding the right person or service, or you can explore automated background removal tools if you're looking for a more hands-on solution. Here's what to consider when hiring an editor: Proficiency in Image Editing Software: Ensure the editor is skilled in tools like Photoshop, GIMP, or other popular image editing programs. They should be adept at both removing backgrounds and making adjustments to ensure the subject looks crisp and professional. Understanding Social Media Requirements: Different platforms have varying image size and resolution guidelines (e.g., Instagram, Facebook...
...utilize OpenAI's GPT-4 model for advanced natural language processing, delivering a highly interactive and personalized chat experience. This tool will enable businesses to engage with their website visitors in a conversational manner, capable of managing free-form discussions. Customization Options - The chat widget needs to allow businesses to customize the theme and color scheme to fit their brand. - The welcome message and bot personality should also be modifiable, tailoring the initial interaction and overall tone of the chat to suit the specific business. Compatibility - The chat widget must be fully compatible with Shopify, ensuring seamless integration and functionality. Key Features - The widget should be capable of collecting user ...
I need a custom OpenCart payment plugin that integrates with Telegram to streamline the checkout process. The plugin will notify a Telegram bot at key stages of the checkout process, capture user details, and handle OTP verification for order processing. Below is a simplified explanation of how it will work:
...automation system that enables users to interact with an AI assistant for dynamic data processing, multi-user coordination, and personalized insights. The system should understand user requests, retrieve and summarize relevant information, automate workflows, and provide AI-powered suggestions. This will be a hybrid AI system, leveraging both private cloud-based AI processing for general tasks and online AI models (e.g., OpenAI, DeepSeek) for complex reasoning, ensuring cost-efficiency and scalability. Important Notes ✅ The mobile application is NOT a necessary deliverable—our team can develop it if the necessary APIs are provided. ✅ We are open to better technology and platform recommendations based on expertise. ✅ By “local AI,” we mean a clou...
I need some modifications on an image. Specific Tasks: - Remove the kangaroo from the image and replace it with the Raider logo from the second picture. The logo should be applied in the same style as the current image. - Eliminate the text "Royal Australian Regiment" and replace it with "Royal Australian Memes". - Change the phrase "Duty First" to "Beers First". The original image is in JPEG format and the Raider logo is also in JPEG. Please ensure that the logo is seamlessly integrated into the image. Ideally, you should have experience with image editing software such as Photoshop or GIMP. Attention to detail is crucial for this project.
I'm in need of a talented visual artist who can create a standout traditional-style illustration centered around cultural heritage and history. This piece will be used for a personal project, so it must be unique and high-quality. Key Requirements: - Expertise in traditional illustration techniques - Deep understanding and appreciation of cultural heritage and historical themes - Ability to create captivating, high-quality illustrations Ideal Skills: - Strong portfolio of traditional illustrations - Excellent communication skills - Ability to meet deadlines and deliver high-quality work If you can transform my vision into a stunning piece of art, please get in touch.
I'm seeking an experienced developer who can integrate my API with various web apps, specifically targeting a product app. The primary focus of this project is to incorporate payment processing capabilities into the product app. Ideal Skills and Experience: - Proficient in API integration with web apps - Extensive experience with product application development - In-depth knowledge of payment processing systems - Familiarity with web-based applications - Strong problem-solving skills - Excellent attention to detail
...experienced developer to create a sophisticated SMM panel inspired by Perfect Panel. The panel should include a variety of essential features and capabilities. Key Features: - User Management: The panel should allow for seamless user registration, login, and profile management. - Order Processing: A streamlined order processing system is important to ensure quick and efficient service delivery. - Payment Integration: The panel must support various payment gateways for easy and secure transactions. - API Integration: The SMM panel should be able to connect and interact with various APIs. - Themes: The ability to customize the look and feel of the panel with different themes. Crucial Aspects: - Security: Given the nature of this project, a stron...
I'm in need of a moderate difficulty web based application with top-notch security as it will handle financial transactions. The application will have minimal AI technology, primarily for basic data processing and analysis. Key Requirements: - Back-end: - Expertise in developing secure web applications - Experience handling applications with payment details and sensitive information - Basic knowledge of AI technology for data processing - Front-end: - Strong skills in UI & UX - Ability to implement responsive design Ideal skills would include a strong background in cybersecurity, web application development, and UI/UX design. Previous experience working with applications involving financial transactions and AI technology is a...
I'm in need of a QA Bug Tester for my online learning platform built with Python Django and React.js. This platform requires thorough testing across various components to ensure a seamless user experience. Key Areas for Testing: - User Interaction: Ensuring intuitive navigation and interaction - Course Content Delivery: Testing the delivery process for reliability and functionality - Payment Processing: Verifying all transactions are processed correctly and securely - User Experience: Assessing the overall user journey for potential enhancements User Roles to Be Tested: - Students: Navigating course content and assessments - Instructors: Managing course delivery and student interactions - Administrators: Overseeing platform functionality and maintaining system integrit...
I need a professional rendering of our canopy product in a commercial setting, specifically designed for product demonstration purposes. The rendered image should be able to effectively communicate the overall appearance and visual impact of the canopy, as well as prominently displaying the brand logo and signage. Key Requirements: - High-quality, photorealistic rendering - Experience with product visualization
I am seeking an experienced IoT consultant based in India who specializes in Hardware Design. The focus of this project is on MVP creation ready for mass production along with all relevant regulatory framework eligibility. We’ll share with you the requirements of the device and how the prototype was created and you’ll be required to plan and design/improvise it, create schematics for pcb components bom etc which are available/accessible on common/popular platforms for fabrication and assembly. You’ll also be required to check and fix any issues on the designed unit ensuring a compliant final product. Need someone experienced in prototyping and designing, spl related to medical device.. Need to build a reproduce-able mvp in med tech category, we have initial...
