Research Consulting
End-to-end academic guidance from idea to methodology, ethics, and data collection planning.
- Problem definition and scoping
- Literature review strategy
- Research design and methodology selection
- IRB/ethics and data management plan
Dr. Selim Karataş
Academic & Research Assistant
Hello! I am Dr. Selim Karataş, an academic specializing in artificial intelligence, data science, and machine learning. I conduct research, develop academic projects, and share knowledge with students.
My work includes predictive modeling, big data analysis, natural language processing, and the optimization of learning algorithms.
- Machine Learning & Deep Learning
- Data Science & Big Data Analytics
- Natural Language Processing (NLP)
- Statistical Modeling
28+
Publications
310+
Citations
10+
Experience (Years)
Machine Learning
Deep Learning
Artificial Intelligence
Data Science
Big Data Analytics
Natural Language Processing
Statistical Modeling
Research Consulting
Python Programming
Data Visualization
Academic Writing
Multidisciplinary Collaboration
Services
Areas of Expertise
Scalable and maintainable solutions tailored to your needs.
Data Analysis & Reporting
Statistical analysis, visualization, and reporting aligned with academic standards.
- Data cleaning and QA
- Descriptive/inferential statistics
- Regression, classification, hypothesis tests
- Charts and dashboards
Academic Writing & Publishing Support
Support for paper structure, journal targeting, references, and language editing through to submission.
- Journal selection and scope fit
- Section-by-section editing
- References and citation styles
- Language/flow and figure layout
Projects
Our completed and ongoing projects.
Konut
Smart Home Automation Project
Selim Karataş’s smart home system enhances energy efficiency and security in modern living spaces.
Yazılım
Data Visualization Dashboard Project
Interactive dashboard solution transforming large datasets into clear visual insights.
Yapay Zeka
AI-Powered Forecasting Project
Machine learning algorithms for financial and operational forecasting.
Akademik
Academic Data Management System
Data storage, access, and reporting platform for universities.
Eğitim Bilgileri
Akademik geçmişim
ODTÜ
Lisans · Bilgisayar Mühendisliği
Algoritmalar, veri yapıları, ağlar ve sistem programlama odaklı eğitim.
Boğaziçi Üniversitesi
Yüksek Lisans · Yapay Zekâ
Derin öğrenme ve NLP üzerine tez çalışması.
Blog
Publications
Articles, papers, and project outputs.
Efficient Transformer Variants for Long-Context Turkish NLP
We present optimizations and benchmarks for long-context texts.
Edge AI for Robotics: Real-Time Inference on Low-Power Devices
An architecture for real-time inference on low-power devices.
Large-Scale Web Crawling for Multilingual News Corpora
A scalable pipeline to crawl multilingual news corpora.
Frontend
UI technologies
HTML5 expert
Semantic & a11y
Seviye: 95%
8 yıl
Son: 2025-09
CSS3 / SCSS advanced
Grid/Flex, BEM
Seviye: 92%
8 yıl
Son: 2025-09
Backend
Server-side stack
PHP 8.x advanced
PDO, OOP, security
Seviye: 88%
7 yıl
Son: 2025-09
MySQL advanced
Query optimization
Seviye: 85%
7 yıl
Son: 2025-08
DevOps & CI/CD
Automation, delivery & observability
Docker advanced
Containers & image optimization
Seviye: 90%
6 yıl
Son: 2025-09
Kubernetes advanced
Deployments/Services/Ingress, HPA basics
Seviye: 78%
4 yıl
Son: 2025-08
Nginx advanced
Reverse proxy, caching, rate limiting
Seviye: 88%
7 yıl
Son: 2025-09
GitHub Actions advanced
CI/CD pipelines, multi-env deploy
Seviye: 85%
5 yıl
Son: 2025-09
Cloudflare advanced
DNS, Cache, WAF, Turnstile integration
Seviye: 82%
5 yıl
Son: 2025-09
Certificates
Courses and credentials I have completed
No certificates yet.
Sıkça Sorulan Sorular
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Contact
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