Language Breakdown
Lines of code distribution across 11 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Collaboration Network
Global Impact visualization
Repos
12
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
Christopher Aaron O'Hara
@Ohara124c41
svrakata
@svrakata
Buğra
@bugraksy
Alberto Lacort
@allabur
Innermost
@innermost47
Top Repositories
Production anomaly detection pipeline for air quality time series data. ARIMA · Prophet · LSTM · Isolation Forest · FastAPI · Streamlit · Docker
RAG system on UNEP GEO-7 documents — Week 4 of 15 MLOps Programme
Telecom customer segmentation using KMeans — identifying High Value, At Risk, Loyal and Dormant segments with MLflow tracking and Streamlit dashboard
Senior ML Engineer · MLOps · Telecom Analytics · Production APIs | Nairobi 🇰🇪
Apache Airflow DAGs for automated ML pipeline orchestration — parallel LSTM + ARIMA training, air quality data ingestion, and scheduled model retraining on AWS EC2
Production recommendation engine — collaborative filtering, matrix factorization (SVD), and item-based filtering trained on MovieLens 100K. FastAPI · PostgreSQL · Streamlit · Docker · Render · Week 7 of 15-Week MLOps Roadmap · Built from Nairobi 🇰🇪
Daily SQL drills — CTEs, Window Functions, Subqueries, Performance SQL — PostgreSQL · Multiple real-world datasets · Chinook to MLOps pipelines
Production credit risk scoring API — XGBoost · SHAP · DVC · RFM · FastAPI · Docker · PostgreSQL · Grafana
Kiswahili environmental text classifier using mBERT — classifying East African language text by UNEP Strategic Objective. Built by Martin James Ng'ang'a | github.com/M20Jay
Week 2 — Real-time fraud detection | XGBoost · LightGBM · Kafka · Redis · Prometheus · FastAPI · Docker · PostgreSQL · Grafana
Open Source Impact
Contributions to external projects
No external contributions found.