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asfawgedamu/README.md

👋 Hi, I’m Asfaw Gedamu

Enterprise Tech Training Architect | Data Engineer | ML Practitioner

I bridge data, AI, and learning — helping organizations scale intelligence and capability through systems, algorithms, and people.


🚀 At a Glance

Role Focus Areas Impact
DBA & Data Engineer Data pipelines, ETL, SQL, cloud data warehousing Optimizing data for analytics and operations
AI / ML Practitioner Text classification, dialect modeling, predictive models Applied learning solutions in real problems
Learning Strategist / Trainer Curriculum design, technical training, capacity building Enabling teams through structured learning

🔍 Featured Projects

(Pinned repos + context and metrics)

  • Tigrinya-Dialect-Identification — A project to classify Tigrinya dialects (L, Z, D) using character-level CNNs. Achieved ~92.98% accuracy.
  • machinelearning — My sandbox of ML experiments and tutorials (regressions, classification, NLP).
  • database — Collections of SQL scripts, normalization examples, performance tuning guides.
  • dbms- — Comparative DBMS modules (Oracle, MySQL, PostgreSQL) with documentation and queries.

(Note: each project README should link to detailed architecture, data, code, and “how to run” instructions.)


📈 Tech & Tools

  • Languages & Frameworks: Python, SQL, PyTorch / TensorFlow, Pandas, NumPy
  • Databases: Oracle, MySQL, PostgreSQL
  • Infrastructure & Tools: Linux, Git / GitHub, Docker
  • Learning & Training: Curriculum design, training labs, technical writing

✍️ Writing & Teaching

I also publish essays, tutorials, and frameworks. Some selected works:

  • Blog: [blog link]
  • Papers: Tigrinya Dialect Identification
  • Cheat sheets & learning resources (SQL, AI, data engineering) — check out my “learning-repo”

📫 Let’s Connect


Pinned Loading

  1. Tigrinya-Dialect-Identification Tigrinya-Dialect-Identification Public

    This repo describes the dialect identification of Tigrinya from text using machine learning. From prior works in linguistics, we synthesized and categorized Tigrinya dialects into three (L, Z, and …

    Jupyter Notebook

  2. machinelearning machinelearning Public

    Jupyter Notebook

  3. database database Public

    Important resouces on database management systems

  4. dbms- dbms- Public

    This repo contains useful documents on major dbms: Oracle, MySQL and MSSQL

  5. books-2 books-2 Public

    Forked from quynhethereal/books-2

    Some books organised by topic

    Shell

  6. fullstack-hy2020.github.io fullstack-hy2020.github.io Public

    Forked from fullstack-hy2020/fullstack-hy2020.github.io

    JavaScript