DualTube
Chrome extension for bilingual YouTube subtitles with translated captions and multi-language support.
Ziraddin Gulumjanli
Data ScienceMachine LearningDeep LearningAI
Projects, research, and engineering work in one simple space.
CommentLingo
Chrome extension that automatically translates non-English YouTube comments into English while you browse.
SponsoredGone
Lightweight Chrome/Chromium extension that removes supported sponsored sections from Google Search results.
Checkers AI
Russian checkers project with gameplay analysis, AI evaluation, and strategy tools.
Private repository — contact me for project details.
YOLO Traffic Detection
Computer vision project for traffic monitoring, detection, and scene analysis using YOLO-based pipelines.
IGCSE AI App
AI-powered IGCSE question-answering app with a Docker-ready MLOps stack for serving, experiment tracking, and monitoring.
Private repository — contact me for project details.
ML Classification
Classification notebooks and projects covering supervised learning workflows, model comparison, and evaluation.
ML Regression
Regression projects focused on predictive modeling, numerical targets, model evaluation, and practical workflows.
ML Clustering
Unsupervised learning projects focused on clustering, exploratory structure discovery, and pattern analysis.
MLBook
Implementing core machine learning algorithms from scratch for learning and experimentation.
Docker & Kubernetes Container
Production-ready ML inference service with Docker, Kubernetes, and CI/CD workflow.
Selected work from my master research in optimization, linear programming,
and integrated energy systems.
and integrated energy systems.
Conference Paper
Engineering and Design of an Integrated Thermal Storage and Carbon
Engineering and Design of an Integrated Thermal Storage and Carbon
Capture System on Calpine's Delta Energy Center
Engineering design and techno-economic evaluation of integrated thermal storage and carbon
capture for a combined-cycle power plant.
Conference Paper
A General Framework for Supporting
A General Framework for Supporting
Economic Feasibility of Generator
and Storage Energy Systems
Optimization framework for evaluating long-horizon
economic feasibility of generator and storage energy
systems under uncertain markets.
Journal Article
A General Framework for Supporting
A General Framework for Supporting
Economic Feasibility of Generator
and Storage Energy Systems
Extended journal version with deeper theory, larger
case studies, and long-term validation for integrated
energy systems.
Master Defense
Advanced capacity and dispatch co-design
Advanced capacity and dispatch co-design
for the techno-economic optimization of
integrated energy systems
Master thesis exploring techno-economic optimization
of integrated energy systems with multiple case studies
and sensitivity analysis.
Presentation Version
Advanced capacity and dispatch co-design
Advanced capacity and dispatch co-design
for the techno-economic optimization of
integrated energy systems [Presentation]
Presentation covering natural gas, wind, nuclear, and
storage case studies under varying carbon tax and
energy price conditions.
About me
Ziraddin Gulumjanli works across machine learning, data science, optimization,
software development, and research. This portfolio brings together projects,
selected research, and technical work in a clean and accessible format.
Interests
My interests include applied machine learning, deep learning, data science, MLOps,
and analytical problem solving. I enjoy building practical systems, exploring technical
ideas from first principles, and presenting them through clean design and useful tools.
Research direction
My recent research has focused on optimization, linear programming, and integrated
energy systems, with an emphasis on techno-economic decision making,
system-level modeling, and engineering analysis.