Available

Wed, November 26

1:21

Personal AI Tools & Agents

AI Engineering • Automation • Product Experiments

Built a series of small AI agents and automation tools exploring workflow optimization, summarization, and data processing.

Challenge

Many daily tasks like processing files, cleaning data, or generating insights were repetitive and time consuming. The goal was to explore useful automations that could become real products.

Goal

Experiment with lightweight AI agents using Python, LLM APIs, and prompt engineering to automate small but valuable tasks that could scale into tools for students and founders.

Result

Built prototypes for automated summarization, file organization, and structured data cleaning. These micro tools serve as a foundation for future AI powered productivity products under AstraSage.

Personal AI Tools & Agents

AI Engineering • Automation • Product Experiments

Built a series of small AI agents and automation tools exploring workflow optimization, summarization, and data processing.

Challenge

Many daily tasks like processing files, cleaning data, or generating insights were repetitive and time consuming. The goal was to explore useful automations that could become real products.

Goal

Experiment with lightweight AI agents using Python, LLM APIs, and prompt engineering to automate small but valuable tasks that could scale into tools for students and founders.

Result

Built prototypes for automated summarization, file organization, and structured data cleaning. These micro tools serve as a foundation for future AI powered productivity products under AstraSage.

© 2025

by Mohamed El Khoudimi

© 2025

by Mohamed El Khoudimi

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