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Achievement: YOLOAchievement: Pull Shark

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Achievement: YOLOAchievement: Pull Shark

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thegoodwei/README.md

ML Intelligence Engineer specializing in multi-media processing and qualitative data analysis.

Building tools to automate content analysis and research workflows.

🔨 Core Project

PaperCutAI: Prompt-based video content analysis and automated audio summary rendering using transformer ensembles Speech recognition and diarization Content summarization and highlight extraction Collaborative editing interface

🛠️ Tech Stack

AI/ML: PyTorch, Transformers, spaCy, scikit-learn Backend: Python, Flask, FastAPI, Rust Frontend: React, Tailwind CSS Audio/Video: FFmpeg, Whisper, PyDub Data: SQLite, PostgreSQL, Redis DevOps: Docker, Git

💡 Focus Areas

Large-scale audio/video processing Transformer-based text analysis Research automation tools API development & system architecture

🔬 Research Applications

Qualitative data analysis automation Clinical dialogue processing Content summarization methods Classification model benchmarking

Currently developing AI-powered tools for media processing and research automation. Open to collaboration on projects involving audio/video analysis, NLP, or research tools.

Pinned Loading

  1. whisper-diarization-batchprocess whisper-diarization-batchprocess Public

    Forked from MahmoudAshraf97/whisper-diarization

    Batch Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

    Jupyter Notebook 5

  2. footagesort footagesort Public

    Use openai to edit highlights of long videos and interviews

    Python 3