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AIanumel2025/README.md
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💫 About Me:

Hello! I am Anthony and welcome to my page. I am currently working on the following:

1. Video Clipping Agent

An agent that turns long form videos and their transcripts into accurately timed clips, and re-clips only what actually changed.

  • Model: Claude, via the Anthropic API, which decides which transcript segments need to be clipped.
  • Tools: Whisperx for forced alignment, pyannote-audio for audio/video segmentation, ffmpeg for cutting, sentence-transformer embeddings for change detection.
  • Loop: Each re-run diffs the transcript and decides whether to perform a patch or a full realign per segment.
  • Backend: A modular Python package covering segmentation, curation, alignment, decisions, and caching.
  • Interface: A FastAPI /curate and /approve layer for human review before anything is cut.

2. World Mask Catalog

Automating a global mask catalog. One culturally researched mask a day, posted to X.

  • Data: Already researched masks persisted in a database (PostgreSQL).
  • Automation: A script reads the next unposted mask entry/row, attaches its image, and posts via the X API.

Contact me to connect on any project you might find interesting. Explore, fork, branch and share! Your input is welcome.

🌐 Socials:

LinkedIn Medium X email

💻 Tech Stack:

Python AWS Postgres GitHub Git Docker n8n Hugging Face Visual Studio Code Claude API OpenAI API Claude Code Codex

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  1. logos_ logos_ Public

    An AI powered sentiment intelligence platform, which leverages the best advanced transformer model (from BERT, DistilBERT and Twitter-RoBERTa), to analyse public discourse, predict political risk a…

    Jupyter Notebook

  2. video-clipping-agent video-clipping-agent Public

    I am buiding an agent using this agentic workflow. It cuts long form videos, with their transcripts into short video clips

    Jupyter Notebook

  3. machine_deep-learning-portfolio machine_deep-learning-portfolio Public

    A collection of Machine Learning and Deep Learning projects. Focuses on real world applications, handling class imbalances, utilising pre-trained models and more

    Jupyter Notebook

  4. bank-data-pipeline bank-data-pipeline Public

    An end-to-end banking data pipeline built on AWS: Services used include: IAM, S3, Glue, Athena, dbt, Tableau/QuickSight

    Python

  5. Data-Science-Analytics-and-Insights-Portfolio Data-Science-Analytics-and-Insights-Portfolio Public

    Utilizing python libraries such as Pandas, NumPy, Seaborn and Matplotlib to identify key findings from the analysis of large datasets.

    Jupyter Notebook

  6. AIanumel2025 AIanumel2025 Public