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02 / Project tag

Projects tagged “process”.

Matching projects

All projects in the catalogue using this shared topic.

  1. 01

    Local Git Server on Synology NAS

    A local Git server with SSH access and automated backups for secure code and configuration management.

    Problem
    Need to manage code and configuration in a secure, local environment.
    Solution
    Set up a local Git server on a Synology NAS with SSH access and automated backups.
    Technologies
    Synology NAS · Git · SSH · Bash scripting
    Role
    Solution designer & implementer
    What I learned
    Local solutions can be powerful when security and control are priorities.

  2. 03

    Cost-Optimized Multi-Agent AI System

    A hierarchical agent architecture that combines coordinator models, delegated sub-agents, and Telegram interaction.

    Problem
    Running advanced AI workflows with large models alone was expensive and inefficient.
    Solution
    Designed a hierarchical agent architecture with Hermes, using a powerful coordinator model and delegated sub-agents for token-intensive workloads. Added Telegram integration for real-world interaction.
    Technologies
    Hermes · OpenClaw · APIs · Telegram · Multi-Agent Systems · Linux
    Role
    AI solution architect & implementer
    What I learned
    Combining orchestration, delegation, and parallel execution greatly improves both cost efficiency and overall system performance.

  3. 07

    Data Quality Analysis Tool

    A Python-based tool for profiling CSV and Excel datasets, surfacing quality metrics, distributions, correlations and categorical patterns.

    Problem
    Needed a repeatable way to understand dataset structure and identify practical data quality issues before analysis or reporting.
    Solution
    Built a profiling workflow with pandas, NumPy, Seaborn and Matplotlib, supported by an AI-assisted analysis process that turns findings into strategic and operational data quality insights.
    Technologies
    Python · Pandas · NumPy · Seaborn · Matplotlib · Data profiling
    Role
    Data quality analysis designer & implementer
    What I learned
    Combining automated profiling with critical human review makes data quality findings more useful for operational decisions.