Convolutional neural network python from scratchKazi

I'm looking to scrape 10000 restaurant websites in Australia to analyze their payment gateways. The primary purpose of this task is to conduct competitor analysis. I also need to gather the contact information from these sites. The ideal freelancer for this task should be skilled in web scraping, data analysis, and have a keen eye for detail. Requirements: - Extensive experience in web scraping - Proven track record in data analysis - Ability to gather and organize contact information - Skills in competitor analysis - Attention to detail The scraped data should be provided in Excel format. Please ensure that the payment gateway details are included as part of the contact information. Please organize the scraped data in an Excel file format that you deem most appropriate.

...Performance and Security: Ensure scalability and fast response times for AI features, including the messaging assistant. Implement robust data security measures to comply with regulations like GDPR. Collaboration: Coordinate with front-end and back-end teams for smooth AI integration. Provide regular updates and accommodate feedback during development. Requirements: Technical Skills: Expertise in Python and machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). Experience with transformers and LLM frameworks (e.g., Hugging Face, OpenAI GPT). Proficiency in building and fine-tuning NLP models for sentiment analysis and messaging. Knowledge of RESTful API development for AI system integration. Preferred Skills: Familiarity with pre-trained LLMs and domain-specif...

I need someone to copy text from 5 sheets of information into a Word document. Most of the sheets don't have much writing. There's no specific formatting needed, just a straightforward transcription. Ideal Skills and Experience: - Proficiency in Microsoft Word - Attention to detail - Fast and accurate typing skills

Develop a smart application and NFC wristband to manage students’ daily allowances within the school. Key Components: 1. NFC Smart Wristband: • Used for cashless payments in the school cafeteria. • Linked to the student’s account. 2....Details: • Development Budget: Maximum of $1,000 to complete the project, as I am a student. • After completing the project and signing contracts with schools, we can agree on: 1. A fixed monthly fee for technical support and maintenance. 2. A percentage-based revenue sharing agreement. Required Technologies: • Frontend: React Native or Flutter (based on Figma design). • Backend: Node.js or Python with Firebase or PostgreSQL. • Payment Gateway: PayTabs or Stripe. Note: The Figma design is co...

...running two Python applications on the same container. 1st App: A FastAPI microservice with the following dependencies: - fastapi==0.115.6 - mysql_connector_repackaged==0.3.1 - pydantic==2.10.5 - PyJWT==2.6.0 - PyJWT==2.10.1 - python_dateutil== - Requests==2.32.3 - SQLAlchemy==1.3.20 - sqlalchemy_diff==0.1.5 - uvicorn==0.34.0 - Werkzeug==1.0.1 2nd App: A Python application that uses the Flet library to consume the first microservice. Its dependencies include: - flet==0.25.2 - mysql_connector_repackaged==0.3.1 - pydantic==2.10.5 - Requests==2.32.3 Key Requirements: - You'll need to assess and recommend whether a Windows or Linux-based Docker image is more suitable for this project. - Both apps should run within the same container. - The Docker configuration should ...

...for user data privacy. 12. Customization and Scalability - Ability to add or modify features in the future. - Scalable architecture to support growing businesses. 13. Licensing and Payment Model - One-time payment model (no subscription fees). 14. Technology Stack Preferences (Optional) - Front-End: React Native for cross-platform mobile apps. - Back-End: Node.js, Python, or PHP/Laravel with a scalable framework. - Database: PostgreSQL or MySQL. - Hosting: we will host it in our VPS 15. Deliverables - Frontend and Backend source codes - Admin dashboard with all listed features. - Complete source code and technical documentation. - Basic Installation and setup guide. Timeline: Provide an estimated timeline for projec...

I'm in need of an Asana expert who can assist in setting up a comprehensive AI-driven task management system. The project will involve: - Workflow Automation: I need help creating streamlined workflows within Asana that can leverage AI capabilities to improve efficiency. - Task Setup and Tracking: You'll be responsib...Data-Driven Performance Insights: Creating a reporting system that uses data to provide insights into team performance. The ideal candidate for this project should have extensive experience with Asana, particularly in workflow automation, task setup and tracking, and custom reporting. Familiarity with AI-driven task management systems will be a significant advantage. Since this project is starting from scratch, creativity and proactive problem-solv...

Spanish sentence recording project from Native Spain. (only from native Spain )

...response times. Implement robust security measures (e.g., data encryption, vulnerability testing). Ensure compliance with data protection regulations (e.g., GDPR). Collaboration: Work closely with front-end developers to ensure smooth integration. Participate in regular progress updates and stakeholder reviews. Incorporate feedback from stakeholders during testing. Requirements: Technical Skills: Strong expertise in back-end programming languages (Node.js, Python, Java, Go). Experience with database design and management (e.g., PostgreSQL, MongoDB, MySQL). Knowledge of API development using REST or GraphQL. Familiarity with cloud platforms (e.g., AWS, Google Cloud, or Azure). Proficiency in implementing secure authentication systems (e.g., OAuth, JWT). Preferred Skills: ...

I'm in need of a recruitment professional to assist in the sourcing and hiring of senior-level sales professionals for Spain market Ideal candidates for this project should have: - A strong background in permanent staffing, ideally with a focus on the sales industry. - Proven experience in recruiting high-level professionals. - Excellent network in the sales sector. - Strong understanding of the skills and competencies required for senior sales positions. - Spain language Please include in your proposal your strategy for sourcing suitable candidates and your timeline for the project.

I need a professional who can provide design verification documentation for our commercial swimming pool switchboards to ensure they comply with AS61439 standards. The task involves: - Documenting design verification - Focusing on electrical performance, mechanical structure, and thermal management as per AS61439 - Sourcing type tested assemblies with supplier recommendations The switc...question are larger units, approximately 415VAC 125A 3 PH + N, consisting of a MCB chassis, RCD's, overloads, and 3 vsds, with an enclosure size of approximately 1800 x 1200 x 400. Ideal skills and experience: - Extensive knowledge of AS61439 compliance - Experience in designing and verifying switchboards - Ability to source type tested assemblies - Excellent documentation skills - Strong supplier...

...end-to-end encryption. Shared workspaces with real-time updates and permission-based access control. Productivity Analytics: Visual dashboards displaying productivity metrics, task completion rates, and bottlenecks. Suggestions for reducing unproductive time, such as app usage tracking and break scheduling. Technical Specifications: Programming Languages: Kotlin/Swift for mobile development; Python/Node.js for backend services. Database: NoSQL databases (MongoDB) for scalability and real-time data access. APIs: RESTful APIs for third-party integrations and interoperability. Claims: A mobile productivity tool software capable of integrating task management, collaboration, and analytics in a unified platform. AI-powered insights for task prioritization and workflow optimiza...

I need an Electrical Contractor or equivalent experienced in 3 phase, commericial electrical work as well as 24v occupancy sensor work and in-conduit wiring to generate an extremely detailed electrical take-off from blueprints which I will provide in PDF format. I need the result to be an excel spreadsheet with columns for "Item" "Quantity" "Description" "Location" etc. It needs to include the lengths of conduit by type/size as well as wire as well every box, conduit elbo, panel, service entrance item, light, switch, etc. The take-off needs to formatted as such that I can send it to various electrical supply houses for material pricing. Take-off is ONLY needed for electrical sheets, E001, E101, E211, E212, E221, E222, E231, E511, E601 ...

We are looking for a skilled Python developer to help us integrate and automate processes using the Manatal API. The project involves fetching, processing, and updating candidate data within Manatal and streamlining recruitment workflows. Key Deliverables: 1)Fetch candidate data from Manatal using the API. 2) Process resumes and job descriptions using OpenAI's API for evaluation (resume match, skillset match, etc.). 3) Update candidate profiles in Manatal with evaluation scores and custom fields. 4) Automate assessment progress monitoring and status updates via scraping. 5) Implement centralized logging and error handling. We have part of the code done that can be reused and tweaked.

Desarrollo de un Sistema de Gestión Catastral (SGC) personalizado Descripción del proyecto: Introducción: Estamos...diferentes tipos de usuarios (administradores, usuarios generales, técnicos). Control de acceso con diferentes niveles de permisos y roles. Escalabilidad y mantenimiento: El sistema debe ser escalable, ya que podría expandirse para cubrir otras áreas o regiones en el futuro. Propuesta para mantenimiento y actualizaciones periódicas. Tecnologías preferidas: Backend: Preferimos tecnologías como Node.js, Python, PHP, Java o .NET, pero estamos abiertos a sugerencias basadas en tu experiencia. Base de datos: PostgreSQL, MySQL, MongoDB o tecnologías similares. Frontend: React, Angular, o Vue.js. Integra...

I'm seeking a proficient Bubble developer to support the development of an MVP for a professional social network platform tailored for a specific niche. This platform will primarily feature: MVP: - Candidate User Profiles: Mandatory to have an import from Linkedin functionality, to which other industry-specific information would be captured - Messaging System - Company Profile: Each company will have the ability create their profile - Bidding system by which candidates make themselves available for a new position, and companies start bidding for them. Further functionalities will consist of job posts, social feed, etc, but these are out of scope for the MVP. Moreover, i would also consider a Front-end only as an initial MVP for demo purposes, without the backend funct...

...por ubicación geográfica. 7. Visualización y Reportes Automatizados Gráficas y dashboards interactivos: Visualización del tráfico orgánico, posiciones de palabras clave y backlinks obtenidos. Generación de reportes automáticos: Exportación de reportes en PDF o Excel. Programación de envíos automáticos por correo electrónico. Habilidades Requeridas 1. Desarrollo Backend: Experiencia en Python (preferiblemente con Flask o Django). Conocimiento de Node.js como alternativa. Gestión y diseño de bases de datos relacionales como MySQL o PostgreSQL. Conocimiento en bases de datos en la nube y su integración (por ejemplo, AWS RDS, Google Cloud SQL). Desarrollo de...

I need an experienced Python developer to create a script capable of retrieving the full options chain for Ethereum (ETH) and Bitcoin (BTC) from the platform. The script must return detailed options data. Requirements: - The script should provide data for each option, including: Type (Put/Call), Expiry, Strike, Bid Size, Bid Price, Ask Price, Ask Size, Volume, Implied Volatility, Delta. - It should output structured data in a Pandas DataFrame. - The use of API keys is acceptable if it simplifies implementation. - The data retrieval should happen on-demand, each time the script is run. Deliverables: A Python script that fetches and returns the requested data in a structured format (Pandas DataFrame). Please include examples of your past work with similar data retrie...

I am looking for an expert in reverse engineering and data collection of John Deere industrial harvesters, residing in CHILE. The focus is on collecting real-time operational data through the CAN protocol using the ECUs of these machinery. Data collection: - Real-time operational data from the combines. Data delivery: - All data collected must be formatted in JSON, or similar. Analysis: - The main objective of data collection is real-time monitoring. Ideal candidates must have: - Previous experience with John Deere machinery. - Mastery of reverse engineering. - Experience in working with the CAN protocol. - Data collection skills. - Ability to configure data for real-time monitoring - Residence in Chile.

I'm in need of a skilled Scrapy developer who can collect product details from various e-commerce websites. The key deliverable for this project is the Scrapy code along with the scraped data. Ideal Skills: - Extensive experience with Scrapy - Proficiency in Python - Familiarity with data scraping from e-commerce websites - Ability to deliver well-structured and commented code

...developer with a strong background in Solana and Raydium development to assist with a specific project. I have Python code that interacts with Uniswap (Ethereum) for minting and managing LP positions, swaps, and more. I’m looking to replicate this functionality for Raydium on Solana. Key Requirements: - Proven experience integrating systems with Solana using Python. - In-depth knowledge of Raydium, including crypto token minting and liquidity provision processes. - Strong understanding of transaction speed optimization and security best practices within the Solana ecosystem. Project Scope: - Develop a Python function to mint an LP position on Raydium. I will provide existing Python code for Uniswap as a reference. - Document the key distinctions betwe...

I require a seasoned React and developer to completely overhaul the frontend of my live project. The backend is already prepared, so your focus will be on creating a classic and elegant design from scratch. Key Tasks: - Redesign the Home page and Dashboard to reflect a classic and elegant style. - Ensure the new design significantly improves the user experience and visual aesthetics. Ideal Candidate: - Proficiency in React and is a must. - Previous experience in frontend redesigns. - A strong portfolio of classic and elegant designs. - Excellent understanding of user experience principles.

I have a building floor plan that needs to be rendered into a detailed 2D with furniture and fixtures and a photorealistic 3D elevation. Requirements: - Render a 2D floor plan that includes all furniture and fixtures. - Create a 3D elevation of the floor plan in a photorealistic style. - Ideally, the freelancer should have experience in architectural rendering and be proficient with software like AutoCAD, SketchUp, or similar. - Attention to detail is crucial, particularly in the 2D floor plan.

I'm seeking a reliable professional to convert my BNB assets which is on a different network on my Coinbase wallet to a different asset

I'm working on a university machine learning project using PyTorch and LSTM. I'm currently encountering an error while executing the following command on Windows: python scripts/ --input "def mi_funcion(" --model models/ The error message I'm receiving is: import CodeCompletionModel ModuleNotFoundError: No module named 'src' I would like a freelancer to troubleshoot and fix the project so it runs smoothly. It's important to check both the scripts and the development environment. Ideal skills and experience for the job: - Proficiency in Python and PyTorch - Experience with LSTM models - Familiarity with Windows development environments - Strong debugging skills - Ability to understand and fix project structure issues

I require assistance in migrating emails from Google Admin to Microsoft Outlook. I've already exported the data and set up the corresponding Microsoft accounts. The email data is in .pst format and needs to be imported into Outlook. - User Accounts: The migration involves 1-10 user accounts. - Outlook Configuration: Assistance is needed only with specific settings, specifically the email account setup for each user. Ideal skills for this job include: - Proficiency with Microsoft Outlook and Google Admin. - Experience with data migration and .pst file handling. - Good understanding of email account setup and configuration.

Hi, for this is hourly contract. Please always track your work here : Please always keep it updated every week so we can see your trusworthiness, reliability and competency. Please understand, there are many freelancers whom were hired then charged then left without giving any actual work done leaving us unhappy, so we hope you are better by showing us your contributed work.

I'm in need of a Python expert who can develop a script for me to scrape specific stock information from finance.yahoo.com. Requirements: - The script should be able to scrape the current stock price and financial statements from a list of stock symbols I will provide. - The data needs to be delivered in a CSV format. Ideal Skills: - Deep knowledge in Python development. - Prior experience with web scraping. - Understanding of stock market data. - Ability to deliver data in specified format. Please only bid if you have the necessary skills and experience.

I need a proficient Python developer to construct a trading bot for the Bybit futures market. This bot should employ a trend-following strategy and the main action it should be able to perform is placing orders. Ideal Skills and Experience: - Proficient in Python with demonstrable experience in trading bot development. - Understanding of trend-following trading strategies. - Experience with Bybit futures trading platform is a plus. - Ability to create a bot that can efficiently place orders based on the identified market trends.

...looking for an experienced developer to create an app, "The Real Fake Face." This AI-driven tool will generate highly realistic synthetic faces for various creative projects, primarily in advertising, film, and art installations. Key Features: - Deep learning algorithms to create fictional, yet lifelike faces. - A user-friendly interface for ease of use. - Options for different 'styles' of faces, from slightly abstract to highly detailed. -Have a option to Install gb Whatsapp or insta mod app -a repo file of codes for modify The synthetic faces need to be stylized rather than photorealistic. The ideal candidate for this project should be well-versed in deep learning and AI, with a strong background in app development. Experience in creating tools for

...the project. Expected Skills: Freelancer Expertise: Proven experience in developing WordPress websites from scratch using a visual page builder (e.g., Elementor, Divi). Proficiency in customizing WordPress themes and plugins to achieve the desired website design and functionality. Excellent understanding of SEO best practices for WordPress websites. Strong communication and collaboration skills. Software and Tools: WordPress CMS Visual page builder (e.g., Elementor, Divi) Basic understanding of graphic design principles (optional, but a plus) Project Deliverables: Fully functional WordPress website: Developed using a user-friendly visual page builder, requiring no coding skills from your end. Customized theme with a visually appealing design that aligns with your...

I am seeking a seasoned Python developer with extensive experience in PyQt5. The project entails integrating an interactive 3D OBJ model within a PyQt5 application. Key Responsibilities: - Inserting a 3D OBJ model into PyQt5 - Implementing interactive functionalities including dragging, rotating, and zooming the model with pinch gestures - Allowing for the selection and highlighting of different parts of the 3D model Initial Task: I will assign a small task to assess your capabilities. If successful, I will consider you for a larger project. Ideal Skills: - Proficiency in Python and PyQt5 - Experience with 3D interactive model integration - Familiarity with OBJ model format - Capability to deliver high-quality, interactive user experience

I'm looking for a skilled artist who can transform an image I provide into a high-quality, detailed logo. This will involve making specific changes, including altering some elements of the original image and changing text or fonts. I also want some icons or symbols to be added or removed from the design. Key Responsibilities: - Take the provided image and sketch a high-quality logo with the requested changes. - Add or remove specific icons or symbols as instructed. Ideal Skills: - Proficiency in creating detailed, high-quality logos. - Excellent understanding of design principles. - Ability to interpret and implement specific design requests. - Experience in working with minimalist, detailed, and vintage styles.

I'm seeking a f...a freelancer to help me gather email addresses from Google My Business profiles, specifically targeting restaurants in a given city. Key Tasks: - Search for 'Restaurants' in the specified city on Google Maps. - Visit each restaurant's Google My Business profile and subsequently their website. - Collect email addresses from these sources. Requirements: - Deliver a list of 1000 targeted emails in a Google Sheet. - Only include restaurants that meet the criterion of having a minimum number of reviews. Ideal Candidate: - Experience in data collection and research. - Familiarity with Google Maps and Google My Business. - Able to deliver a well-organized Google Sheet. Please bid for the project with the understanding that I need 1000 emai...

I'm looking for a skilled photo editor to help me with a specific task. I have a photo of a person that features a ring on their hand which I would like removed. The photo does not require any other adjustments or enhancements; just the careful removal of the ring. Ideal Skills: - Professional photo editing - Experience with object removal - Attention to detail

I'm in need of a dedicated Python developer to assist with multiple financial projects. The tasks primarily involve web scraping, developing Python indicators, and backtesting. Key Responsibilities: - Continuously collaborate with me on these projects. - Web scrape stock prices from Kite. - Utilize Python libraries such as BeautifulSoup, Scrapy, and Selenium. Ideal Skills: - Proficiency in Python with a strong understanding of its application in finance. - Extensive experience with web scraping. - Familiarity with the Kite platform. - Knowledge of Python libraries: BeautifulSoup, Scrapy, and Selenium. - Experience with developing Python indicators and backtesting. Your role will be instrumental in helping me analyze stock price tren...

I need solid works files and pdf approval drawings created from PDF and DWG files. There are 3 files that I need created.

I need help transferring my contacts from a Huawei phone to my Android phone. The contacts are currently synced on a Huawei Cloud ID and backed up on the Huawei Cloud. I prefer to transfer them using a Google account sync, as I already have a Google account set up on the Android phone. Issues I have Encountered: - Unable to download SmartSwitch on Android Phone Ideal Skills and Experience: - Experience with Huawei devices and software - Proficient in Android OS - Knowledge of Google account sync process - Ability to troubleshoot and ensure successful transfer. I have access to a computer for this process.

I'm seeking a modified Chromium browser windows installer file & source code. This needs to allow for a maximum of 500 WebSocket connections per domain. Key Requirements: - Compatibility: The modified Chromi...development. - Understanding of WebSocket connections and networking. - Ability to set custom default settings in software. Here are steps to build: https://chromium.googlesource.com/chromium/src/+/HEAD/docs/ Update WebSocket-Specific Limits in several files as below: Look for WebSocket-specific limits in: net/websockets/ services/network/ Modify any hardcoded limits or configuration values. Example: const int kMaxConcurrentConnections = 6; Change it to: const int kMaxConcurrentConnections = 500; Thanks

I'm looking for an experienced programmer well-versed in Python and GPIO interfacing with ESP32. I need a script that will help automate device scheduling based on a daily timetable. Key Requirements: - The project involves 4 GPIOs, all of which should function independently. - Each of the four outputs should have different, selectable schedules. - The device should be able to turn on and off according to this daily timetable. Ideal Skills: - Proficiency in Python programming. - Extensive experience working with ESP32 and GPIOs. - Previous experience in automating device scheduling. Developer is developing the front end for the aap and firmware patch for this schedule. I look forward to your proposals.

...site. If their IP is from a country on our blacklist, we want to automatically redirect their traffic through a proxy or a similar solution that changes their IP to one from whitelisted regions like South Africa, Colombia, Finland, or others. Basically, we need a way to make sure all traffic from blacklisted countries goes through trusted IPs. We’re open to your suggestions on how to best handle this. I'm looking for a professional who can assist me in setting up a proxy solution to redirect traffic. The main purpose of this project is to bypass certain restrictions. Skills Needed: - Expertise in setting up various types of proxy solutions (HTTP, SOCKS, Transparent) - Strong understanding of network traffic and redirection - Experience...

I'm seeking a skilled professional to help me connect a new Windows PC to my home network for file sharing. Key Responsibilities: - Set up the new computer to share documents, media files (photos, videos), and software and applications. - Ensure the network configuration is optimized for a home setting. Ideal Skills and Experience: - Expertise in Windows operating systems and home network configurations. - Prior experience with file sharing setup on Windows PCs. - Knowledge of secure and efficient network practices.

I am looking for an experienced Python and Django developer to build a Data Processing & custom web application for me. The application should have the following core functionalities: - User Authentication: The application should allow users to create accounts, log in, and manage their profiles. - Data Analytics/Reporting: The application should have built-in capabilities for data analytics and generating reports based on user activity and other relevant data. - API Integration: The application should have the ability to integrate with various APIs as needed. Additionally, the application will require integration with a Payment Gateway API for processing transactions. Ideal candidates should have: - Extensive experience with Python and Django. - Proven track record of...

...Facebook, email) - Customizable test functionalities - Multimedia support (PDF documents, videos) - Firebase integration for the backend **Recommended Templates:** - E-Learning Flutter App - Online Exam Flutter App **Benefits of Using a Template:** - Saves time on UI design and development. - Ready-to-use functionalities like tests and progress tracking. - Reduces costs compared to building from scratch. **Estimated Time:** 1–2 days for selection and initial setup. --- #### Step 2: Quick Backend Setup For a simple and efficient implementation, Firebase is recommended. It provides: - User authentication (Google Sign-In, Email/Password) - Firestore Database to store questions and students' progress - Firebase Storage for storing study documents and videos ...

We are part of a global network providing drug testing services, with a presence in multiple countries. Our client requires us to conduct drug testing in New Liskeard Crescent, Ottawa, Ontario K2J 0N3 Canada. This testing is part of a pre-employment background check for new hires. As a certified company, we do not require you to have any prior licenses or experience. We will provide comprehensive training, necessary supplies, and tools. Responsibilities: - Collect urine samples from the client's residence or office, or arrange to rent a meeting room for the session. Meeting room rental costs will be covered by us. - Perform the testing hygienically following our guidelines. - Send the test results to us. We will compensate you for each test conducted.

I need an expert in Photoshop to help me out with a picture. The task is to remove a person from an outdoor landscape photo. Key Requirements: - Skilled in photo editing, specifically using Photoshop - Ability to seamlessly fill the area where the person was removed with natural elements from the surrounding environment - Experience in creating high quality images for personal use The final product should look as natural as possible. I plan to use this edited picture for personal purposes.

...be 2-3 hours job using AI tools. Tools: • Python • Google Colab • Google Drive • Windsurf code editor Part 1: Code Analysis and Documentation 1. Review the provided code and data: o Install and use Windsurf code editor on your machine o Create and open new project folder in Windsurf o Download codes to the folder and analyze the existing codebase o Identify potential improvements and issues o Document any bugs or inefficiencies found 2. Create a professional file that includes: o Clear one-line project description o Step-by-step installation instructions for beginners o Dependencies and system requirements o Flow diagram showing the process o Known issues and limitations 3. Generate a comprehensive file: o List all Python dependencies with version ...

I am using Ubiquiti dream machine pro i have public ip connected to my udm but i need to use port forwarding to access grandstream ucm6308 from wave app over network My needs make port forwarding for single Grandstream UCM6308 to access wave app from outside connection

I need a professional to vectorize my logo. - The logo is currently in a JPEG/PNG format. - It has 1-2 colors. - No modifications are required, only the vectorization. Ideal candidates should have experience in graphic design, specifically with vectorization, and be proficient in using Illustrator or similar software. Please, only apply if you can work with the provided file format and deliver a high-quality, scalable vector file.

I need a ticket-based Queue Management System (QMS). Does anyone sell the ready-made system? NO NEED TO DEVELOP FROM SCRATCH. PLEASE DO NOT OFFER DEVELOPMENT.