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Sydney, Australia

Jack

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@jack-tol

23, 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.

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youtube-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.

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FastGPT. A ChatGPT Implementation Using FastHTML

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usda-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.

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atc-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.

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atc-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.

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arXivGPT. An arXiv Research Paper Assistant & Learning Supplement Powered by GPT-4o & RAG

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