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DECTEN0/README.md

Derrick Nyongesa

Electrical Engineer · Data Scientist · ML Practitioner

Email GitHub

About Me

I'm an Electrical Engineer transitioning into Data Science, currently completing a Postgraduate Diploma in Data Science at the University of the Witwatersrand, South Africa. My work sits at the intersection of engineering systems and intelligent data-driven solutions.

I'm passionate about applying machine learning and AI to solve real-world problems, from signal processing and embedded systems to predictive modelling and deep learning.

  • 🎓 PGDip Data Science University of the Witwatersrand, SA (in progress)
  • 🔭 Currently exploring deep learning, computer vision, and MLOps
  • 🤝 Open to collaborating on machine learning and AI projects
  • 📬 Reach me at derricknyongesa0@gmail.com

Tech Stack

Languages & Core Libraries

Python MATLAB SQL

Machine Learning & Data Science

TensorFlow PyTorch scikit-learn OpenCV Pandas Seaborn

Databases

PostgreSQL MySQL Microsoft SQL Server Oracle SQLite Cassandra

Data Engineering & Infrastructure

Apache Spark Apache Kafka Hadoop Docker Azure Grafana

Embedded & Hardware

Arduino

DevOps

Git

Areas of Interest

  • 🤖 Machine Learning & Deep Learning
  • 👁️ Computer Vision
  • 📊 Data Engineering & Big Data Pipelines
  • ⚡ Intelligent Systems & Embedded AI
  • ☁️ Cloud-based ML Deployments
Always learning. Always building.

Pinned Loading

  1. sql-data-warehouse-project sql-data-warehouse-project Public

    This a project to develop an SQL Data Warehouse from scratch using the medallion architecture.

    TSQL

  2. end-to-end-ml-app end-to-end-ml-app Public

    End-to-end Machine Learning project built with Flask, Docker, and deployed on AWS & Azure.

    Jupyter Notebook 1 1

  3. everything_data_mentorship_project everything_data_mentorship_project Public

    Jupyter Notebook 1

  4. ml-zoomcamp-deployment-homework ml-zoomcamp-deployment-homework Public

    This project focus on deployment of ML models.

    Python

  5. csv-postgres-etl csv-postgres-etl Public

    A production-inspired CSV-to-PostgreSQL ETL pipeline built with Python, Pandas, and PostgreSQL, featuring data transformation, staging tables, bulk loading, logging, and secure configuration manage…

    Python

  6. ml-algorithm-implementations ml-algorithm-implementations Public

    Python