Developed an AI-based transcription tool to automatically convert doctors’ voice into structured reports. Built a custom dataset by pairing medical terms with generated audio using ElevenLabs to enable fine-tuning of Whisper. Preprocessed audio–text pairs into a JSON format compatible with Whisper fine-tuning. Fine-tuned Whisper model using LoRA for effective adaptation and improved recognition of medical terminology.