beingamanforever/Tech-Enhanced-AI-Interview-Learning-Platform
Developed a sophisticated machine learning model capable of generating diverse interview questions aligned with specific topics, ensuring depth of conversation. Integrated advanced Natural Language Processing (NLP) algorithms to analyse spoken responses, identifying grammatical errors & offering accurate corrections after the interview.
# Technical Summary Leverages Faster Whisper with CTranslate2 for 4x speedier speech-to-text conversion, paired with speaking pace analysis to provide real-time delivery feedback. The core system fine-tunes Mistral 7B via QLoRA (quantization + LoRA adapters) using Hugging Face PEFT, trained on multi-domain interview datasets (SDE, DS, PMConsult roles) with 80/10/10 train-val-test splits. Deployed with integrated grammar correction and customizable question templates across web, mobile, and messaging platforms.
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Jupyter Notebook
License
Apache-2.0
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Last pushed
Dec 13, 2025
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