Ask2Solve

Inspiration

Ask2Solve was inspired by the everyday struggle of students trying to find clear, reliable solutions. Whether it’s confusing textbook questions, unsolved previous-year papers, or doubts in another language, getting proper help is still harder than it should be. We wanted to build something that feels like a personal tutor—always available, always accurate, and capable of understanding any question you throw at it.

What it does

Ask2Solve lets users upload questions in any format—typed text, images, or full PDFs. The platform automatically extracts every question, solves them step-by-step, and even generates quiz questions based on the solutions. It works across subjects and languages and gives learners an easy way to review answers, test themselves, and understand concepts deeper.

How we built it

We combined OCR for PDF and image extraction, LLM-powered reasoning for step-by-step solutions, and a quiz-generation engine that converts solved answers into testable concepts. The frontend was designed to be clean and beginner-friendly, while the backend handles heavy lifting like parsing, solution generation, and multilingual support.

Challenges we ran into

OCR accuracy for mixed-language PDFs was a big hurdle. Ensuring consistent step-by-step explanations across different subjects was another challenge. We also had to optimize processing time so users wouldn’t wait too long for large PDFs to be solved.

Accomplishments that we're proud of

We’re proud that Ask2Solve can take a messy document full of questions and produce beautifully structured solutions. Our quiz generator turned out better than expected, and the multilingual capability made the platform genuinely accessible to more students.

What we learned

We learned how difficult real-world question extraction can be, especially when dealing with multiple subjects and formats. We also gained deeper insight into prompt engineering, UX flows for learning platforms, and how to balance speed with accuracy in AI systems.

What’s next for Ask2Solve

We plan to add personalized learning paths, a progress dashboard, voice-based question input, and shared community question banks. We’d also like to introduce AI-based hints instead of just full solutions, so students can try solving before seeing the final answer.

Built With

• mern