Jack
Advanced23, ML Engineer based in Sydney, Australia. Passionate about RAG, Conversational AI, and AI for Aviation Safety. Building at Sydney Airport.
fine-tuning-whisper-on-atc-data. This repository includes training, inference, evaluation, and utility scripts developed for fine-tuning the Whisper medium.en model on Air Traffic Control (ATC) data.
29youtube-to-audio. A lightweight Python package and command-line interface (CLI) tool that extracts audio from YouTube videos and playlists in multiple formats, such as MP3, WAV, OGG, AAC, and FLAC.
19FastGPT. A ChatGPT Implementation Using FastHTML
9usda-food-data-pipeline. Code for the USDA Branded Food Dataset pipeline and the USDA Food Assistant. This project consolidates USDA FoodData Central data into a structured dataset, along with an interactive tool that allows for conversational exploration of food items, nutrients, and ingredients.
8atc-asr-dataset-preparation-toolkit. A complete, Python-based toolkit for converting raw ATC speech corpora into a clean, fine-tuning-ready ASR dataset, with support for segmentation, normalization, augmentation, and Hugging Face integration.
5atc-pilot-speaker-role-classification-task. Binary classification model for identifying speaker roles in air traffic communication transcripts, distinguishing between pilot and ATC utterances using text only.
2arXivGPT. An arXiv Research Paper Assistant & Learning Supplement Powered by GPT-4o & RAG
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