VidGyan is an AI-driven system designed to automate the creation of educational tutorial videos, addressing the key challenges associated with traditional video production in the educational sector. The conventional process of producing high-quality educational videos is labor intensive and time consuming, which demands high expertise from educators and content specialists in domain-level knowledge, scripting, visual sourcing, narration, and editing. VidGyan mitigates these barriers by leveraging the Google Gemini API to generate pedagogically robust scripts based on varying learner profiles, ranging from beginners to advanced users. These scripts are refined using advanced natural language processing techniques to ensure instructional clarity, logical coherence, and alignment with educational goals. For visual imagery, the system makes use of Google Custom Search Engine API to retrieve contextually relevant images from the web, carefully curated to complement the script and reinforce conceptual understanding. Natural-sounding voiceovers are synthesized using Google Text-to-Speech, providing a human-like experience. MoviePy library is utilized to seamlessly integrate text, images, and audio, producing polished, professional-grade videos with precise synchronization. This automated solution significantly reduces the technical and temporal demands on educators, enabling the rapid production of high-quality content without requiring advanced multimedia skills. The system’s capability to personalize content according to user-specified difficulty levels further ensures its adaptability to diverse learning needs. Initial evaluations show high script coherence 95%, image relevance 75%, and synchronization accuracy 90%, proving its effectiveness.