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.
| 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 |
(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.)
- 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
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”
- LinkedIn: asfawgedamu
- X / Twitter: @asfawgedamu
- Email: asfawg@gmail.com
- Portfolio site: asfawgedamu.github.io