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I need a macOS desktop application that automatically creates multiple-choice exams from an academic PDF using AI. I want to: • Upload PDFs and have the system analyze their content without requiring me to input a set of questions. • Choose, before each generation, how many questions the exam will have and how many answer choices each question will display. • When answering, have the application indicate whether I answered correctly or incorrectly and provide the justification, citing the exact article, section, or page of the syllabus that supports the correct answer. Main technical requirements: • Native execution on macOS (an installable .app or equivalent), without a mandatory connection to external servers once installed, except to call the AI API of your choice. • Simple interface: PDF selector, numeric fields for questions and answers, "Generate Exam" button, and an interactive quiz view with immediate feedback. • Basic persistence of results to review previous attempts. • IT CAN ALSO BE ON ANDROID I welcome suggestions regarding the AI model and PDF library you consider suitable for macOS (for example, Core ML, Python + PyObjC, Swift + PDFKit, etc.). I would appreciate a small demo or functional prototype that demonstrates the generation of questions from a sample chapter.
Project ID: 40213435
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17 freelancers are bidding on average $80 AUD for this job

As a seasoned software developer with over 8 years of experience in the field, I've honed my skills and expertise in precisely the areas your project requires. From automation to machine learning, including deep learning algorithms, I possess the tech know-how to not only meet but exceed your expectations. I am also well-versed in various operating systems such as macOS and Linux, making me more than capable of creating a native, installable .app or its equivalent for your macOS desktop application. While my primary languages are Python and JavaScript, I am open to using other languages if they are better suited for the task at hand. Let’s connect
$30 AUD in 2 days
6.4
6.4

Hi, I reviewed your project about "Custom AI PDF Exam Generators wanted!" and noticed that you're working with PDF content analysis combined with AI-driven question generation. That tells me the main challenge here is creating a seamless native macOS app that efficiently parses academic PDFs and generates reliable multiple-choice exams on-device while integrating AI API calls. I’ve worked on similar app development projects where I: - designed scalable backend APIs, - implemented secure authentication and data models, - and delivered production-ready web/mobile features. For your project, I’d suggest starting with Swift combined with PDFKit for native PDF handling and using a lightweight AI API accessible through secure local calls to avoid latency, ensuring offline capabilities except AI queries, to avoid future rework and performance issues. Before moving forward, I have one quick question: Which AI API are you considering or open to for the question generation, and do you have specific preferences for offline AI capabilities versus cloud-dependent processing? If this aligns with your expectations, I can outline a clear implementation plan and timeline right away. Best regards, Nilo
$28 AUD in 25 days
3.2
3.2

Hello Md S., We would like to grab this opportunity and will work till you get 100% satisfied with our work. We are an expert team which have many years of experience on JavaScript, Python, PDF, HTML, OCR, Node.js, Automation, App Development, AI Chatbot Development, AI Development Lets connect in chat so that We discuss further. Thank You
$20 AUD in 7 days
1.8
1.8

As an experienced freelancer who thrives on finding creative and efficient solutions to complex problems, I'm confident I'm the right fit for your Custom AI PDF Exam Generator project. Though my primary focus has been on Excel VBA automation and data-related tasks, I've worked extensively with PDFs as well. I'm proficient in various PDF manipulation libraries such as PyPDF2, PDFMiner, and PyMuPDF. When combined with my strong problem-solving skills, this allows me to cater specifically to your detailed needs. Moreover, having expertise in writing SEO-optimized content and translating complex documents easily adaptable for academic settings, I am well-equipped to handle the examination generation requirement from academic PDFs. My ability to give accurate translations ensures a reliable exam creation process even from multilingual sources. Finally, you mentioned a preference for persistence of results. Having tackled several projects that necessitated data visualization and analysis, I can ensure smooth import/export functions and make your exam results management straightforward. In summary, I offer a rare combination of technical skills that align perfectly with your project requirements. With me on board, you'll have an efficient, high-quality solution delivered punctually.
$20 AUD in 7 days
1.5
1.5

Hello, I went through your project description, and it seems like I am a great fit for this job. I am an experienced professional with many years of hands-on experience in JavaScript, Python, PDF, HTML, OCR, Node.js, Automation, App Development, AI Chatbot Development, AI Development Please come over chat and discuss your requirement in a detailed way. Regards, Rajesh Rolen
$20 AUD in 7 days
0.2
0.2

Hi, We would like to grab this opportunity and will work till you get 100% satisfied with our work. We are an expert team which have many years of experience on JavaScript, Python, PDF, HTML, OCR, Node.js, Automation, App Development, AI Chatbot Development, AI Development Please come over chat and discuss your requirement in a detailed way. Regards
$10 AUD in 7 days
0.1
0.1

Expert Full-Stack Developer | AI & PDF Intelligence Specialist Hello! I am highly interested in building your AI-powered MCQ generator. I have extensive experience in Full-Stack development and AI integrations, making me well-suited to deliver a high-quality macOS/Android application. How I will deliver this: Automated MCQ Generation: I will use LangChain and OpenAI GPT-4o to analyze PDF content and generate high-quality questions based on your specific count and choice preferences. Precision Citations (RAG): By implementing Retrieval-Augmented Generation (RAG), the app will provide the exact page and section references for every answer justification. Native Performance: I suggest Swift (PDFKit) for a native macOS experience or React Native for a cross-platform (Android/macOS) solution. Local Persistence: I will use SQLite to securely store your exam history and previous attempts locally. Proposed Tech Stack: Frontend: Swift (Native macOS) or React Native. AI Engine: OpenAI API with RAG for accurate citations. PDF Processing: PDFKit (macOS) or PyMuPDF. Database: SQLite for local history. I am ready to provide a functional demo showing question generation from a sample PDF chapter to prove the concept. Looking forward to discussing this further! Best regards, Kevin26Desitha
$20 AUD in 6 days
0.0
0.0

Hello Sir/Madam, I have carefully read your project and I can do this data entry work accurately and on time. I am a beginner but I am very serious about my work and I will give 100% effort. I have good knowledge of Excel, typing, and web research. I can start immediately and deliver within your deadline. Looking forward to working with you. Thank you, Bharat
$20 AUD in 7 days
0.0
0.0

I believe I’m the best candidate for this project because I combine strong technical skills with a deep focus on user experience and client satisfaction. As a frontend web developer, I specialize in building responsive, visually appealing, and high-performance websites using modern technologies like HTML, CSS, JavaScript, and frameworks/libraries when required. I pay close attention to detail, ensuring that every design is pixel-perfect, mobile-friendly, and optimized for speed and usability. Beyond coding, I communicate clearly, meet deadlines, and keep clients updated throughout the development process. I also take time to understand the project goals so I can deliver solutions that not only look great but also help achieve business objectives. My priority is simple: deliver clean, scalable code and a final product that exceeds expectations. I’m confident my skills, dedication, and problem-solving mindset make me a strong fit for this project.
$20 AUD in 7 days
0.0
0.0

i don't have experience in making this, but i'm willing to learn. i really need a side job as a student
$25 AUD in 10 days
0.0
0.0

Hello, I can build a native macOS application that generates AI-based exam questions from PDFs and presents them in a clean, modern, interactive quiz UI. What I’ll deliver: macOS app with a beautiful, responsive frontend PDF selector + exam configuration inputs AI-powered question & answer generation Interactive quiz with instant feedback Final score summary Clean, maintainable source code Build instructions and .app bundle Tech stack: SwiftUI or Python (PyQt) AI/LLM integration (OpenAI-compatible) Reliable PDF text extraction I’ve built automation, AI-integrated tools, and user-focused applications with strong attention to UX and edge cases. Happy to share samples and start immediately. Best regards, VersoTech Solutions
$20 AUD in 7 days
0.0
0.0

Leveraging my strong background in JavaScript and Node.js, I can build for you a powerful, efficient, and native macOS desktop application that fulfills your requirements in generating MCQ exams from academic PDFs. Specifically, my expertise in Python AI libraries such as Core ML and PyObjC will be particularly useful in automating the content analysis process. Additionally, my deployed solutions have often required making significant data connections so I understand the need for minimal external server dependency. My projects show my knowledge not only in creation but also in maintenance, as demonstrated through the inclusion of data persistence feature, which can assist you in reviewing previous attempts easily. Given your mention of possible venture into Android OS later on, my broad range of skills including HTML and React.js would equip me to extend this project to that platform with ease if desired. Lastly, I am keen on creating intuitive UIs to ensure seamless user experiences while delivering optimal performance. To solidify my commitment to your project's success, I am willing to provide a small functional prototype showcasing the generation of questions from a sample chapter to demonstrate how my application can benefit you. Ultimately, when you hire me, you're getting more than just a programmer; you're getting a developer who is dedicated to your needs and field-tested.
$25 AUD in 7 days
0.0
0.0

Hello, I can develop an AI-powered application that automatically generates multiple-choice exams from academic PDF documents, designed to run natively on macOS (with the option to also support Android).
$20 AUD in 15 days
0.0
0.0

I can build a native macOS desktop application that generates multiple-choice exams directly from academic PDFs using AI, exactly as described. Approach (no vague promises): PDF ingestion using PDFKit + OCR (Tesseract) to reliably extract structured text (headings, sections, and page numbers). AI-based question generation with controllable parameters (number of questions, options per question). Each correct answer will be justified with exact page/section references from the source PDF (not hallucinated summaries). Native macOS UI (SwiftUI) with: PDF selector Numeric controls for questions/options “Generate Exam” button Interactive quiz view with instant correctness feedback Local persistence of attempts and scores (CoreData / SQLite). Architecture choices (practical, not overengineered): macOS-native app (.app bundle) Local processing where possible; AI calls only when required Model options: OpenAI API or local CoreML model (depending on accuracy vs offline needs) Deliverables: Working macOS app Small demo using a sample PDF chapter Clean, readable code and setup instructions I’m comfortable extending this to Android later if required, but macOS will be delivered first as requested. If you want, I can start with a quick functional prototype (PDF → 5 MCQs with citations) before full UI polish.
$25 AUD in 7 days
0.0
0.0

Hey , I have worked on document extraction service in my full time job . I have experience with azure di ocr services and building RAG applications.
$20 AUD in 7 days
0.0
0.0

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