AIBaha Erdoğan
Name: Baha Erdoğan
Email: [email protected]
Youtube: youtube.com/bahaerdoğan
Linkedin: linkedin.com/in/bahaerdogan/
About Me
I am a Computer Engineer specializing in Artificial Intelligence and Computer Vision at Huawei R&D. Driven by relentless curiosity, I focus on building high-performance machine learning models, autonomous systems, and scalable software architecture.
Beyond core engineering, I publish technical essays analyzing AI developments, computer vision methods, economic value dynamics, and historical perspectives. Having traveled across 15+ countries to observe technological infrastructure firsthand, I bring a multi-disciplinary approach to engineering and problem-solving.
Blog
Deep dives into AI architecture, computer vision algorithms, and socio-economic essays.
AI
AITypes of Agentic AI and How to Build Your First Agent
Comprehensive guide to types of Agentic AI and how to build your first AI agent. Learn about task agents, interface agents, reflection agents,…Read article
AIAgentic AI in Depth: Technical Structures, Planning Models, and Autonomous Orchestration
A deep technical dive into agentic AI: planning models, memory systems, orchestration layers, and autonomous architectures powering next-gen AI…Read article
AIAgentic AI vs Generative AI: Architectural Differences and Chatbot Impact
Explore the critical distinctions between agentic AI and generative AI, their architectural foundations, and their real-world impact on autonomous AI…Read article
AIWhat Are AI Agents or Agentic AI?
Explore the foundation of autonomous artificial intelligence. Learn about AI agents, their architecture, and how they represent the next evolution in…Read article
AIFrom Prediction to Impact: What Artificial Intelligence Actually Means for You
Explore how artificial intelligence and machine learning impact your daily life and decisions, and why understanding AI is no longer optional.Read articleExplore More Blog Posts
Engineering Notes, AI Research, History & Technology Insights
History
Oğuz Kağan Epic
Explore the legendary Turkish epic of Oğuz Kağan, a tale of leadership, conquest, and societal foundation. Discover how this ancient narrative influences cultural history.
AI & ML
Introduction to Machine Learning
A comprehensive guide to understanding machine learning fundamentals, algorithm classifications, optimization objectives, and real-world deployment patterns.
History
Ergenekon Epic
Delve into the Ergenekon legend, a foundational narrative of resilience and cultural rebirth. Learn about its historical context and historical interpretations.
Finance & AI
Are AI Models Changing Value and Productivity Dynamics?
An inquiry into productivity metrics, AI-assisted economic leverage, and how automated tooling shifts professional value attribution across technical fields.
AI & ML
Anomaly Detection in Machine Learning
Unlike standard supervised learning tasks, anomaly detection operates on severe class imbalance. A review of statistical, distance, and deep learning outlier detection techniques.
Computer Vision
Estimating Object Speed from Video without Prior Information
A technical breakdown of estimating object velocity in uncalibrated monocular video streams using Structure from Motion (SfM) and 3D camera reconstruction algorithms.
View All Blog Posts
Explore articles on AI, Technology, History & Engineering
Professional Experience
Engineering R&D and Software Industry Track Record
Huawei R&D
Current | Istanbul, Turkey
Artificial Intelligence R&D Specialist — Engineering state-of-the-art computer vision models, deep learning pipelines, and optimized inference algorithms for high-throughput visual processing.
Riga Technical University
2023 | Riga, Latvia
Deep Learning Research Program — Conducted robotic vision research and neural control applications (Baxter Robot Revival via Deep Learning Applications).
GroupM Computer Engineering Internship
2024 | Istanbul, Turkey
Software Engineer (Data Team) — Built data processing pipelines, ETL tools, and analytical reporting features.
Halkbank Headquarters Internship
2024 | Istanbul, Turkey
Software Engineer (Profitability & Analytics Dept) — Engineered database algorithms and financial analytical software modules.
Testinium Internship
2023 | Istanbul, Turkey
Center of Excellence Department — Analyzed software quality assurance lifecycles, automated testing infrastructure, and AI-driven testing tools.
San Tourism Software Group Internship
2022 | Antalya, Turkey
Full-Stack Web Development — Developed responsive Web applications using modern JavaScript, ReactJS, Node.js, and RESTful APIs.
Projects
Production Architectures, Engineering Trade-Offs & Systems
Toolongtoread.com
2024
Problem: Processing dense technical documents causes reader fatigue and delays executive decision-making.
Architecture: Built a browser-side document parser paired with light-weight NLP abstraction models to extract key entity graphs and semantic summaries.
Trade-off: Prioritized client-side zero-latency rendering over cloud-heavy LLM pipelines, preserving user document privacy while drastically cutting infrastructure overhead.
Peer-to-Peer File Sharing Infrastructure
2022
Problem: Centralized file transfers over local networks suffer from bandwidth bottlenecks and single-point server failures.
Architecture: Engineered a custom multi-threaded Python TCP/UDP socket network protocol featuring asynchronous chunk verification and direct peer discovery.
Trade-off: Accepted initial peer discovery latency to achieve maximum throughput across local subnet links without reliance on external cloud coordination.
C++ Deep Learning Collaborative Filtering Recommender
2023
Problem: Standard Python-based recommendation scripts fail to scale under high-concurrency matrix operations.
Architecture: Developed a bare-metal C++ recommendation engine utilizing optimized sparse matrix representations and parallel gradient descent for low-latency scoring.
Trade-off: Sacrificed rapid prototyping speed for sub-millisecond execution times and minimal memory footprints under large item sets.
Assistive Android System with Eye-Tracking
2022
Problem: Standard touch user interfaces are inaccessible for children with severe motor skill impairments.
Architecture: Designed a native Android application integrating real-time gaze estimation algorithms using mobile front-facing camera frames.
Trade-off: Balanced frame rate sampling against battery thermal throttling to maintain continuous 30fps tracking on consumer mobile hardware.
Skills & Certifications
Core Technical Stack & Engineering Competencies
Technical Skills
- Languages & Core:
Expert: C++, Python
Intermediate: Java, SQL, Android Native
Proficient: Modern JavaScript (ES6+), HTML5, CSS3, Node.js - AI, Computer Vision & Robotics:
PyTorch, TensorFlow, OpenCV, Computer Vision, Deep Learning, Object Detection, Autonomous LLM Agents, Robotics - Architecture & Systems:
RESTful APIs, Cloudflare Workers, Git, Data Structures & Algorithms, Database Design, Agile R&D - Certifications & Licenses:
UAV Pilot License (Unmanned Aerial Vehicle Operator), Short Range Maritime Radio Operator Certificate
Engineering Practices
- Algorithmic Optimization & Problem-Solving
- Cross-Disciplinary R&D Collaboration
- Software Testing & Architecture Rigor
- Technical Research & Writing
Education
Academic Foundation & Leadership Programs
Bahçeşehir University — B.S. Computer Engineering
2020 – 2025
Completed Computer Engineering degree with Full High-Merit YÖK Scholarship.
Bahçeşehir University — Business Administration (Minor)
2022 – 2025
Pursued minor degree in Business Administration, studying financial analysis, management, and tech economics.
Riga Technical University — Next|Global Young Leaders Program
2024 | Riga, Latvia
Selected as Turkish delegate for international engineering and leadership initiative.
Voluntary & Community Initiatives
Social Responsibility and Educational Outreach
Toplum Gönüllüleri Foundation (TOG)
2020 – Present
Active community volunteer organizing educational and youth development projects.
TEMA Foundation
2021 – Present
Active volunteer for environmental conservation and reforestation programs.
Baha Erdoğan YouTube Channel
2020 – Present
Creating educational video content sharing software engineering principles, AI tutorials, and career insights.