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I operate a service-based maintenance company and need an expert to analyze my business metrics. I charge my clients a fixed rate and I need to understand the minimum number of transactions required each month for my business to turn a profit. Your task: - Reviewing my current pricing structure and service costs. - Evaluating my current transaction volume and operational costs. - Calculating the minimum monthly transactions necessary for profitability. Ideal skills and experience: - Strong background in business analysis, particularly in service-based industries. - Experience with fixed-rate service businesses. - Excellent mathematical and analytical skills.

I'm looking for a video editor to take clips from my livestreams and recorded content and edit them into YouTube Shorts and full-length YouTube videos. Content Overview: - The source material includes game development content, gameplay, and discussions. - The primary aim is to produce a high volume of YouTube shorts. Editing Focus: - I would like the edited content to include highlight reels, funny moments, and 'tip and tricks' segments. - As well as gameplay highlights, in-depth game discussions and game development insights. Ideal Candidate: - Experience in video editing, particularly for YouTube and YouTube Shorts. - Familiarity with gaming content and culture. - Ability to identify and compile engaging content. - Creativity in editing to maintain viewer interes...

I need a security-focused application block for Windows. The primary purpose of this block is to enhance security and manage access control. Key Features: - The application block must include user authentication features to ensure that only authorized users can access the system. Ideal Skills and Experience: - Expertise in Windows application development - Strong background in security and access control systems - Experience in developing user authentication features

I'm looking for a developer to demo integrating a Thirdweb Web3 button with my Squarespace site. This button should authenticate users via MetaMask, and upon successful authentication, grant access to web3 chat on the site. Key Requirements: - Experience with Squarespace and Thirdweb - Proficiency in working with MetaMask for user authentication - Ability to set up content access control based on authentication status This project might also evolve into a Web3 chat integration, so familiarity with that would be a plus.

...schedule a meeting using the selected API (Zoom or Calendly). Once the meeting is scheduled, an email with the meeting details should be sent to the participant. Key Requirements: API Integration: Implement Zoom API to create and manage Zoom meetings. Implement Calendly API to schedule events with the provided details. Input Parameters: Name Email Meeting/Event time Functionality: Schedule a meeting/event through the selected platform. Send an email to the participant with meeting/event details. Admin Dashboard: Provide a settings page in WordPress for API key configuration for both Zoom and Calendly. Interface to input participant details and schedule meetings. Email Notifications: once meeting is scheduled using API Zoom and Calendly will send emails from their pl...

I'm looking for an expert in Arduino programming and embedded systems to update my existing Arduino code. The code needs to function based on a DS3231 RTC in two different scenarios: 1. Day/Night Temperature Regulation: The Arduino will determine whether it's day or night using data from the DS3231. During the day, it will maintain current temperature values. At night, it will switch to using predefined lower values. 2. LCD Display Management: The code should also handle an LCD display that shows the current time, the day/night scenario, temperature, and fan speed details. Skills and Experience Required: - Proficient in Arduino programming - Experience with DS3231 RTC - Familiarity with LCD screens - Knowledge of DHT11/DHT22 temperature sensors - Ability to modify existing cod...

...without losing defensive position (advanced explanation on x-switching on defence). Strategies to defend against pick-and-pop and off-ball screens. Anticipating and breaking through screen setups. Ideal Settings Guidance on controller configurations, camera angles, and gameplay settings to enhance screen execution. Suggestions for optimal offensive and defensive settings, such as pick-and-roll control, defensive assist strength, and play-calling options. Requirements for Applicants: Proven Experience: Demonstrate your skill level with stats such as win/loss percentage, tournament placements, or accolades in competitive NBA 2K25 play. Console: PS5 expertise only. Ability to clearly explain concepts and provide real-time coaching or demonstrations during gameplay. Familiarity w...

Development of Advanced ROV Control Algorithm for Inverted and 90-Degree Stability Project Description: We are seeking an experienced engineer or team to develop a custom control algorithm for an advanced underwater ROV based on the Blue Robotics Heavy Configuration platform. The primary focus of this project is enabling the ROV to perform inverted dives, maintain 90-degree orientations, and sustain depth, heading, and attitude stability under dynamic underwater conditions. This system must seamlessly integrate with the existing Blue Robotics ecosystem and operate reliably with our custom ROV design, which is double the weight and wider than the standard BlueROV2 Heavy Configuration. The solution should also support manual joystick-based control and allow for ...

...using the same IP address on Wi-Fi (DHCP). 2. Wi-Fi Access Control: Limit Wi-Fi access and prevent unauthorized usage. Ideally, I need a solution that allows controlling who can connect to Wi-Fi. 3. Internet Access Control: Set up rules to control internet access for both wired and wireless devices. 4. Public IP Protection: Enhance security for the public IP and protect it from unauthorized access or external attacks. 5. DNS Configuration: Resolve the DNS issue for static IP devices so they can access both local resources and the internet seamlessly. Requirements: • Expertise in configuring Ubiquiti and Cisco devices • Strong understanding of DHCP, static IP management, VLANs, and firewall rules • Experience with access control mechanis...

I'm seeking assistance to publish my research paper in Open Access journals recognized by Anna University, Chennai, India. The paper is situated within the field of Electrical Engineering. Ideal Skills and Experience: - Proven track record in publishing in engineering journals, particularly in the field of Electrical Engineering. - Familiarity with the journal selection process and the criteria set by Anna University. - Strong understanding of the Open Access publication model. - Excellent research and writing skills to enhance the paper's publication prospects.

...and advanced reporting. ________________________________________ Competitive Advantage: 1. Scalable architecture supporting multiple schools under one organization. 2. Advanced AI capabilities for predictive insights and virtual guidance. 3. Seamless third-party integrations with LMS, payment gateways, and more. 4. User-friendly interface with mobile responsiveness. 5. Robust role-based access control and security measures. ________________________________________ Marketing Strategy: 1. Targeted outreach to schools and educational organizations via email campaigns. 2. Offer free trials or discounted onboarding for early adopters. 3. Showcase success stories and testimonials from existing customers. 4. Conduct webinars and workshops to demonstrate product capabilities. ___________...

...tasks like testing queries or troubleshooting basic issues in BigQuery if needed. Requirements: - Strong experience with SQL and Python. - Proficiency in Google BigQuery for setting up and managing datasets. - Familiarity with ETL/ELT processes and cloud platforms like Google Cloud. Deliverables: Python scripts that: - Extract data from SQL and load it into BigQuery. - Run automatically at scheduled intervals. - Organized BigQuery datasets ready for analysis. - Documentation for maintaining the process and handling common issues....

I need the following notes organized into a business/action plan format with three categories: revenue/customer service/marketing. One page, simple, just organized. Hiring Training Accountability- checklists/ managers on ...Locals Discounts Features for concerts Marketing and promoting to surrounding businesses Skye events- new ideas/ ticketed events/game night/music trivia before concerts Revenue: industry nights/brewery takeovers/music in the nook Staff incentives/check average contests to boost upselling Cost Control: Waste: free pouring, importance of taking care of our smallwares Labor: no qwicks- fully staffed Areas of opportunity: Delegating to other managers Working volume shifts to see all 3 shifts Product mix: move what is not sell...

I'm working on an e-commerce project for a new pickleball company. The input I have from the client varies a little from one product to the next. A professional photo shoot is scheduled for February but I'd really like what I have out there in the meantime to look better. The photos aren't bad but they are varying physical sizes, slightly different shot composition, etc. Nothing terrible but not 'perfect' either. My goal with this project is to get 15 images of the same physical size with rounded edges (even better if you can save out a set without rounded edges first and provide both sets). It might be overkill but also considered placing the PVUSA logo in a consistent corner for each ... Just thinking out loud. The 15 source images that I have are at...

Proposal...non-essential gameplay elements tied to plug-ins while ensuring smooth functionality. Testing: Conduct thorough testing to confirm smooth operation and a seamless user experience. Deliverables: Cleaned source code. Game description based on the updated version. High-quality logo. 4-5 high-resolution screenshots as per specified sizes for iPhone and iPad. Requirements (All Flexible): Daily Output: Deliver 4-5 games per day. ₹500/Game Screenshot Specifications: For iPhone 6.9 Inches: Portrait Games: 1290 x 2796 pixels Landscape Games: 2796 x 1290 pixels For iPad 13 Inches: Portrait Games: 2064 x 2752 pixels Landscape Games: 2752 x 2064 pixels This streamlined process ensures a clean, functional game with a seamless user experience, delivered efficiently on...

I need an expert to update my iOS app. Carplay works but there are some to be fixed. My priority is carplay - Updating carplay by the way that works on carplay devices before user need to open it on iphone (Multi radio streaming app) - Updating SDK's to latest version and codes beloging sdks - Updating deprecated codes - UI improvement. It is crucial that you have extensive experience with iOS development and Carplay integration. Familiarity with identifying and rectifying connectivity issues within Carplay is highly desirable. I look forward to your proposal.

...(Dropdown), Weight (Number Input), Date (Date Picker), Loca-tion (Text Input or Geolocation). 4. Basic Reports and Dashboard: o Generate basic reports and visualizations (e.g., pie charts, bar charts) for waste distribution and CO2 savings. o Display key metrics like total waste recycled, CO2 saved, and future waste predic-tions. 5. Future Waste Prediction: o Use past data to predict future waste volume, size, and weight. o Display predictions in the dashboard. 6. CO2 Emission Saving: o Calculate CO2 savings based on recycled waste (e.g., 1 kg of recycled plastic saves 2.5 kg of CO2). o Display total CO2 savings in the dashboard. 7. Login Screen: o Include a simple login/signup screen for user authentication. ________________________________________ Technical Requirements • ...

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...platform-specific patterns (e.g., bottom navigation vs. hamburger menu). Handoff to Designer: Skilled at creating developer-friendly deliverables with precise specs (padding, spacing, fonts, etc.). Familiarity with tools like Zeplin, InVision Inspect, or Figma Inspect for dev handoff. Responsive Design: Ability to design for multiple screen sizes and orientations. 3. Tools and Collaboration Version Control in Figma: Experience with managing versions and collaborating in a team environment using shared Figma files. Ability to prepare assets for development (SVGs, PNGs, font files, etc.). ...

...procedure is the mammogram date. The mammogram should be scheduled within 48 hours from the referral date, taking into consideration that the appointment should fall between Sunday and Thursday. The result field is required: if the result is negative, no further tests should be scheduled. If positive, a breast ultrasound should be performed two days after the mammogram, and the program should automatically set the date between Sunday and Thursday. Next, I would like to schedule a breast biopsy via ultrasound, two days after the ultrasound, between Sunday and Thursday. The program should automatically set the date. If the biopsy result is negative, no further tests should be scheduled. If positive, a CT scan (CAP) should be scheduled three days after the ultra...

We are looking for a C++ developper capable of creating an addon for our architecture software Archica...Mac and Windows, a second phase will be unlocked : the addon will be sold to other architecture offices with a really simple licensing system that will have to be developed. Our basic idea is to offer a fixed price not dependant on the number of workstations. The client will buy an office licence that will come with an office activation key. The only thing to discuss is wether a more advanced control system is needed. To be discussed. The timeline for the project has to be determined with the selected candidate but we expect a first draft in 2-3 weeks and a final working mac version in 6-8 weeks. The windows version and licensing system should then take a few more weeks to put ...

I’m on the hunt for someone to capture stunning B-roll for my upcoming documentary on the legendary wrestler Sabu and his fellow icon, Rob Van Dam. This is an epic project that will delve into their incredible stories and make a significant impact in the wrestling world. If you have an iPhone 15 or 16 Max and a passion for filmmaking, I want to hear from you! What I need: B-roll footage to include: Iconic locations in Japan where Sabu and RVD have made their mark Shots of wrestling venues and events that highlight their contributions to the sport Cultural landmarks that represent the essence of Japan A drone for additional aerial footage would definitely add some flair! Details: Your name will shine in the end credits of this documentary, showcasing your contribution to this...

...- Perform unit testing using tools like Jasmine and Karma. - Debug and resolve issues and performance bottlenecks. 4. **Best Practices and Standards:** - Follow Angular coding standards and best practices. - Stay updated with the latest Angular versions and ecosystem tools. - Implement secure coding practices to safeguard application data. 5. **Version Control:** - Manage and maintain code using version control systems like Git. - Participate in code reviews to ensure high-quality code delivery. --- ### **Required Skills** 1. **Technical Proficiency:** - Strong expertise in Angular (latest versions) and TypeScript. - Proficiency in HTML5, CSS3, and JavaScript/ES6+. - Knowledge of Angular CLI, RxJS, and NgRx for state management. - Familiar...

Prepare a template for Depreciation and Asset Listing Control to standardize the management, recording, and monitoring of depreciation and asset values, ensuring compliance with accounting standards, maintaining accurate financial records, and facilitating decision-making. (In Excell)

Hi, I'm in need of a top-tier stock trader and commentator for our trade-bot in a weekly live streaming event. The primary focus of the event will be analyzing specific stocks. Key Requirements: - Expert in technical analysis, with a strong emphasis on: - Chart patterns - Indicators like RSI and MACD - Volume analysis - Excellent communication skills for live commentary - Ability to engage and educate the audience Ideal Skills: - Proficient in using technical analysis tools - Experience in live trading commentary - Strong understanding of stock market dynamics - Ability to analyze specific stocks in real-time Experience: - Previous roles as a stock trader or analyst - Experience in live streaming or broadcasting - Proven track record of successful stock predict...

...supportive environment for women to thrive as independent content creators. Our goal is to offer models the freedom to create their own content while providing a framework of security, transparency, and mutual respect. What We Offer Independent Contracting: Models will operate as independent contractors under a clear and transparent agreement with our LLC. Complete Creative Freedom: You retain full control of your content, style, and work process. A Safe and Respectful Space: We are committed to fostering an environment free from exploitation and predatory practices. Your safety and comfort are our priorities. Professional Support: Guidance and resources are available to help you navigate your career and grow your brand. How It Works Models create their own content, an...

I'm in need of a professional electronics engineer to design a low voltage control system circuit for me. The circuit will be used in an embedded control system, so it needs to be compact, efficient and well-optimized for such applications. Key requirements: - Design a circuit for a control system - Low voltage (below 50V) - For use in an embedded control system Ideal skills and experience: - Extensive knowledge in circuit design - Experience with embedded control systems - Understanding of low voltage power distribution - Proficient in designing compact and efficient circuits

More details: What signs make you believe your iPhone has been hacked? message from mmeber of adult dating site claims to have hacked the phone What information should successful freelancers include in their application? Experience How soon do you need your project completed? ASAP

I'm looking for a skilled developer with extensive experience in Angular to create a custom drag-and-drop control for my web application. The primary user interaction I need for this control is drag-and-drop functionality. Ideal Skills: - Expert in Angular - Proficient in creating custom web controls - Experience with implementing user interaction features, particularly drag-and-drop - Strong understanding of web application development Please note that the specifics of the control's functionality have not been defined yet, so flexibility and creativity in proposing useful features will be highly appreciated.

...experiences across devices and network conditions using HLS (HTTP Live Streaming). Integrate adaptive bitrate streaming for optimal video quality adjustments based on user bandwidth. Provide smooth playback with minimal buffering or interruptions. Multi-Layer OTT Security: Implement robust security measures to protect content from piracy: DRM (Digital Rights Management) for content encryption and access control. Secure token-based authentication for user authorization. Secure communication channels (HTTPS) for data transmission. Regular security audits and vulnerability assessments. Intuitive OTT Video Analytics: Gain valuable insights into user behavior and content performance: Track user engagement metrics (views, watch time, completion rates). Analyze content popularity trends...

Project Description: I am seeking an experienced freelancer to assist with the following tasks on my website, Global Focus Today (): 1. Mobile Responsiveness: • Fix alignment issues specifically for iPhone users. Ensure all pages, articles, and elements display correctly on all iOS devices. 2. AdSense Approval: • Conduct a thorough review of the website to ensure it meets all Google AdSense guidelines. • Address any issues preventing AdSense approval. • Ensure the file (accessible via ) is correctly implemented and recognized by AdSense. 3. SEO and Indexing: • Analyze and resolve issues with article indexing. My website has over 200 articles published, but they are not appearing in search results when searched

...mounting structure stability assessment of solar projects. • Conduct technical due diligence and risk assessments for proposed solar installations. • Stay updated with current advancements in solar technology, industry trends, and regulatory changes. 5) Compliance and Quality Assurance: • Ensure all designs and installations comply with local, state, and federal regulations. • Implement quality control procedures to ensure the accuracy and reliability of designs and estimates. • Participate in the development and maintenance of design and estimation standards and best practices. Behavioral strengths: • Good Communication and Presentation skills • Perseverance • Problem-solving skills • Strong attention to detail and accuracy • A...

I'm seeking a skilled professional to bolster the security of my web application using Docker. The primary focus will be on strengthening access control measures. Key Aspects: - Implementing Single Sign-On (SSO) - Setting up from the existing intranet environment - Red/Blue team setup using VM/Docker - Network monitoring and penetration setup on Linux/WSL2 Ideal Candidates: - Proficient in Docker - Experienced in web application security - Knowledgeable in access control mechanisms, particularly SSO - Familiar with intranet setup from existing network environments

...uninstall easily. On the parent app add device button it should guide the Parents to download the kid phone apk from the URL, and after installing the kid phone apk it will ask for all the permission that needs. For a more detailed process understanding , check the reference app once. I need almost the same thing as the Reference App…. Reference App website - Reference App -

...Management: User registration and login system. A dashboard for players to view their activity (e.g., queue position, earnings, participation history). Payment Integration: Online payments for player registration (€10 entry fee). Integration with Stripe and/or PayPal. Automatic system retention of €10 per completed cycle. Admin Panel: Full control to monitor players, queue status, and payments. The ability to adjust game rules and track overall performance. User Notifications: Notifications for players about their position on the wheel or when they receive rewards. Scalability: Support for multiple wheels and players simultaneously. Ready for future expansion across diffe...

...uninstall easily. On the parent app add device button it should guide the Parents to download the kid phone apk from the URL, and after installing the kid phone apk it will ask for all the permission that needs. For a more detailed process understanding , check the reference app once. I need almost the same thing as the Reference App…. Reference App website - Reference App -

...Make sure all workflows are smooth and intuitive, covering edge cases like role switching and incomplete inputs. What You’ll Work With: Supabase: Authentication, database, and real-time subscriptions. APIs: ScrapingBee for data extraction and FRED for live interest rates. Frontend: React.js with TailwindCSS, DaisyUI, and ShadCN for a clean, modern UI. Tools: GitHub for version control and Vercel for deployment. How You’ll Succeed: Success means delivering a live MVP where: All features integrate seamlessly across frontend, backend, and APIs. Authentication and role management work perfectly for Guests, Registered users, and Admins. Real-time updates and visualizations provide a dynamic user experience. The MVP is live on Vercel and r...

I'm looking for a professional with extensive experience in biometric and access control systems, specifically with ZKTeco machines. The job involves uploading a fingerprint biometric template to a networked system for use in office buildings. Your skills and experience should include: - Proficiency in working with ZKTeco machines - Expertise in fingerprint biometric systems - Experience in configuring networked access control systems - Understanding of office building security requirements If you have this specific skill set, I look forward to hearing from you.

I am looking for an experienced and skilled full-stack developer proficient in ReactJS and NodeJS to help modify and optimi...experience, ensuring responsiveness and a smooth user interface. Fix any bugs or issues in the current implementation. Implement additional features, if necessary (e.g., booking system, car availability tracker). Provide recommendations for further optimization. Preferred Skills: Knowledge of Docker and containerization. Experience with Payment Gateways and Geolocation APIs. Familiarity with Version Control Systems like Git. If you're passionate about building high-quality applications and have a strong track record of delivering successful projects in ReactJS and NodeJS, I would love to hear from you. Please share your portfolio and relevant experience...

...uninstall easily. On the parent app add device button it should guide the Parents to download the kid phone apk from the URL, and after installing the kid phone apk it will ask for all the permission that needs. For a more detailed process understanding , check the reference app once. I need almost the same thing as the Reference App…. Reference App website - Reference App -

...trustworthy source of clicks or engagements for social media platforms where the user choses the service he wants and the quantity etc..., and it should be working with a bot system doing the following tasks: 1. Ability for the user to purchase clicks and likes in the live stream tiktok (during the live challenge battle), the number of profiles who will be doing the tasks they will be the accounts i control and create in the system/bot and they should be working like a real account without issue. 2. Ability to post comments for any social media platform or browser search like google reviews or trustpilot or social media posts like tiktok/facebook/instagram posts etc... i should be able to connect the number of accounts and profiles that will react to those services inside the bot...

...Admin): • Full control over: • Creation and management of franchisee accounts. • Setting specific permissions for each franchisee, including: • Access to financial reports. • Management of restaurants and drivers associated with the franchisee. • Global supervision of all restaurants and orders, regardless of the franchisee. • Ability to view and edit: • General restaurant information. • Operational fees (royalties or commissions) applied to franchisees. • Operational zones assigned to each franchisee. • Franchisee Panel: • Restricted control over the restaurants and drivers registered under their responsibility. • Main functionalities: • Management of restaurants linked to th...

I am looking for an experienced mobile app developer to create a Webview application for both Android and iOS. The app will primarily display static web pages. Ideal Skills:...am looking for an experienced mobile app developer to create a Webview application for both Android and iOS. The app will primarily display static web pages. Ideal Skills: - Cross-platform mobile app development (preferably using Flutter or React Native). - Experience with implementing push notifications and user authentication. - Strong understanding of Webview components and in-app browser control customization. Please note that the app will require online access only, with no offline capabilities. The ideal candidate should be able to deliver a high-quality, user-friendly application within a reasonable ...

I'm seeking a data analyst or developer to help identify self-purchases in my marketplace. Key Requirements: - Analysis of purchase data to detect frequent transactions from the same user accounts. - Identification of high volume purchases within short timeframes. Data Available: - IP Address - Payment Method - Device ID Please note, the method of user identification has not been specified. Your expertise in handling such scenarios will be crucial. Ideal Skills: - Experience in data analysis within eCommerce or marketplace environments. - Proficiency in tracking and interpreting data from multiple sources. - Ability to identify and explain suspicious patterns.

...Futures and Cryptocurrency, with real-time updates and alert automation from TradingView. Key Features: TradingView Alerts Integration: The website will receive alerts via webhooks triggered by TradingView. These alerts will be processed and stored by the server, then displayed on the webpage. Real-Time Data: The site will automatically update with the latest alerts, showing relevant data like RSI, volume, and momentum for different time frames. Core Requirements: Technical Analysis: The website must support analysis using various technical indicators from TradingView. Chart Pattern Recognition: The platform should be able to identify and display common chart patterns. User Experience: The site should be user-friendly, intuitive, and visually engaging for easy navigation. Ideal ...

I'm looking for a skilled audio editor to help me fine-tune my podcast. Key Tasks: - Adjusting volume levels throughout the track - Special attention to the podcast's intro and outro Ideal Skills: - Proficiency in audio editing software - Experience with podcast audio - Attention to detail for volume adjustments

I'm seeking a skilled PCB designer with experience in Arduino Nano applications. The PCB's primary function will be controlling 1 to 2 servo motors. Uses four potentiometers, an ACS 712 5amp current sensor, a button, a buzzer, a voltage step down module looking for $100 or less bid. Key Requirements: - Design a PCB t...primary function will be controlling 1 to 2 servo motors. Uses four potentiometers, an ACS 712 5amp current sensor, a button, a buzzer, a voltage step down module looking for $100 or less bid. Key Requirements: - Design a PCB that interfaces with an Arduino Nano. - Controls 1-2 servo motors. - Primarily focused on motor control. Ideal Skills: - Extensive knowledge of PCB design. - Proficient in Arduino Nano programming. - Prior experience in designing PCB...

...fast, seamless integration between the frontend and AI workflows. The backend will also manage structured metadata storage, such as patent tags, user query logs, and analytics, using Supabase or PostgreSQL. To ensure a secure and scalable platform, the system will include authentication and authorization features. This will be implemented using Auth0 or Firebase Auth, providing role-based access control for users and administrators. You will also integrate error monitoring tools like Sentry to track system performance and resolve issues promptly. For performance optimization, you will utilize Google Lighthouse and Vercel Analytics to monitor page load times, API response times, and overall system health. A crucial aspect of this project is ensuring that the AI agent’s res...

I'm in need of a comprehensive IoT dashboard tailored for Azure Connected IoT Devices. This dashboard should cater to both client and admin needs, allowing for intricate control and management of the devices. Key Features: - Registration/Assignment: Users should be able to register and assign or be assigned devices. - Authentication: Users should be able to login and be able to see only devices assigned to them. - Maintenance: The capability to update device firmware is a must (from admin). - Configuration: Users should be able to configure device settings as needed. - Monitoring: Telemetry and data transmitted from the devices should be visible. Since the devices will have GPS data, devices shall be shown on map. - Data-Interpretation: Since some data will be images, admin sh...

We have a python app that uses GPT API running on a local machine using local GPUs. The front end is single screen PyQT5. We now need to scale this to a web service running on , converting the PyQT5 UI to Gradio for the UI/orchestration layer so we can run batches on multiple instances and easily scale GPU and CPU...of .csv files. Analyzed content is based in the biosciences area and in future phase we'll be adding functionality to analyze bio-sequences using Blast (supported on ). Experienced developer will already know: Modal enables: Full serverless execution Define container environments Attach GPUs with a single line of code. Serve functions as web endpoints. Deploy and monitor persistent scheduled jobs. Modal requires zero configuration- everything is code (no YAML)