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building
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building
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  • Nairobi
  • 10:44 (UTC +03:00)

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: Quickdraw

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Elly-su/README.md

Elly Ochieng' Kimbero

Big Data Engineer | Architecting Scalable, Reliable Data Platforms

Core Competencies

Languages & Querying

Core scripting, systems programming, and advanced querying for data engineering.

Data Processing & Streaming

Building robust batch and real-time pipelines at scale.

Cloud & Data Platforms

Multi-cloud architecture and modern warehousing solutions.

APIs, Orchestration & Infrastructure

Engineering Practices

  • Orchestration and Workflow: Apache Airflow, Prefect, Dagster
  • Data Transformation: dbt, SQL
  • Infrastructure and Deployment: Docker, Kubernetes, Terraform
  • CI/CD: GitHub Actions, Azure DevOps, Jenkins
  • Version Control: Advanced Git workflows
  • Monitoring and Reliability: Structured logging, validation, alerting
  • Documentation: Pipeline lineage, runbooks, data dictionaries

Featured Project

AI-Powered ETL Data Engineering Pipeline

Designed and architected a modular ETL pipeline using Airflow, Docker, Python, and PostgreSQL with an interactive Streamlit interface.

Impact:

  • Automated ingestion, transformation, and validation workflows
  • Integrated LLM-powered metadata enrichment and reporting
  • Containerized services for reproducibility and deployment readiness

Key Engineering Focus:

  • DAG-based orchestration
  • Idempotent transformations
  • Structured logging and pipeline observability
  • Production-grade project structure

Collaboration

Open to building scalable data systems and discussing distributed systems, cloud architecture, and systems programming.

Pinned Loading

  1. Login Login Public

    Secure login/registration system with PHP, MySQL, bcrypt hashing, and SQL injection protection.

    PHP 5

  2. traffic-congestion-prediction traffic-congestion-prediction Public

    ML-powered urban traffic prediction system achieving 82% accuracy. Built with Python and scikit-learn using real traffic, weather, and event data. Includes complete data science pipeline and visual…

    Python 4

  3. tiktok-reach-analysis tiktok-reach-analysis Public

    Analyze TikTok reach patterns using Python, ML & statistics. Predicts video performance with 70%+ accuracy. 📊

    Jupyter Notebook 1