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Elthiero/README.md

Hi, I'm Thierry Donambi 👋

Data Engineer · MSc Big Data Analytics candidate · Kigali, Rwanda

I build data pipelines and the systems around them — ETL, cloud infrastructure, and the web applications that put the results in front of people.


What I do

I came into data engineering through network operations, which shaped how I work: I care about pipelines that stay up, degrade gracefully, and tell you when something breaks.

  • Network Operations Center Technician @ ZTE Rwanda — monitored network KPIs and alarms, diagnosed anomalies, and produced daily health reports across live infrastructure
  • Freelance Full-Stack Developer — end-to-end delivery for commercial clients and non-profits: requirements, database architecture, deployment
  • MSc Big Data Analytics @ Adventist University of Central Africa (2024–2026), on top of a BSc in Network & Communication Systems

Currently focused on distributed processing (Spark, Kafka, HDFS) and on data problems specific to African markets — agri-food supply chains, logistics, and fintech.


Tech

Data & Processing — Python (Pandas, NumPy, Scikit-learn), PySpark, Hadoop/HDFS, Kafka, SQL, R Databases — PostgreSQL, MySQL, data modeling Cloud & Infrastructure — AWS (Solutions Architect Associate), Linux, Docker Backend & Web — Django, REST APIs, Railway Also — Google Cybersecurity certification, network security fundamentals


Selected projects

Mr. Cocorico — Butchery management and e-commerce platform. Inventory tracking, POS logic, live in production on Railway. Django, PostgreSQL

PeaceData Portal — Data and project management platform for peacebuilding initiatives, with role-based access control separating project managers, field data engineers, analysts, and administrators. Django, RBAC, analytics dashboard

Hope for Kids Chad — Bilingual (EN/FR) web platform for an NGO's 2026 regional expansion. React, TypeScript

UNMAPPED — Hackathon MVP matching informal, undocumented skills to real opportunities. AI/NLP, Django

Purchase Prediction Pipeline — End-to-end eCommerce pipeline: Kafka ingestion → HDFS → PySpark transformation → MLlib model → MySQL → Django dashboard.

Flood Prediction System (Rwanda) — ML on satellite data for near-real-time flood forecasting.

More in my repositories ↓


Beyond the terminal

Bilingual in English and French. Football, hiking, and running when I'm not at a keyboard.


Reach me

LinkedIn · thierrydonambi@gmail.com · Portfolio

Open to Data Engineering and Analytics roles.

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  1. greenhouse-monitoring greenhouse-monitoring Public

    Smart Greenhouse Monitoring System developed for the Web Technologies & API Services course. Built with Django, DRF, and Bootstrap 5, featuring live Chart.js dashboards, AJAX asynchronous updates, …

    Python

  2. investmatch-hackathon investmatch-hackathon Public

    INVESTMATCH – A rule‑based forensic tool recommender built with Streamlit. No AI, no API costs. Users describe their investigation (budget, skill, platform, capabilities) and get ranked tool sugges…

    Python

  3. unmapped unmapped Public

    AI system that converts informal skills into structured profiles, risk insights, and data-driven job opportunities for emerging markets.

    Python 1

  4. fraud-detection-system fraud-detection-system Public

    An end‑to‑end real‑time fraud detection pipeline that simulates live transaction traffic, detects fraud using a Random Forest model, stores results in PostgreSQL (for low‑latency dashboards) and HD…

    Python

  5. energy-consumption energy-consumption Public

    Smart Energy Grid Analytics Pipeline with TimescaleDB, MQTT, and Interactive Dashboards

    Python