Baha Erdoğan

Computer Engineer, Problem Solver, AI Enthusiast, Entrepreneur

Name: Baha Erdoğan

Email: baha-erdogan@hotmail.com

Youtube: youtube.com/bahaerdoğan

Linkedin: linkedin.com/in/bahaerdogan/

About Me

I am a curious man who has adopted the principle of continuous self-improvement. I do research and reading on history, artificial intelligence, finance, engineering, space, mathematics, physics, politics and psychology. I also write articles about some of them.

One year before the end of the first quarter of the 21st century, I had the opportunity to travel extensively in around 15 countries. I made detailed evaluations about their main cities and only incomplete evaluations about their secondary and tertiary settlements. I was grateful for the beauties of our country and developed policies for the aspects that could be improved.

Blog

Explore my writings on a variety of topics.

Artificial Intelligence

One of the precious metals, Data.

Data is an integral component in various aspects of our lives, from the television cables in our living rooms to the computers on our desks, and even the sophisticated artificial intelligence models that are shaping our future. But what makes data so valuable, and why do we rely on it so heavily?

Baha Erdoğan
5 min
History

Why is knowing history important?

In today's fast-paced world, we have access to an abundance of information at our fingertips. However, this does not necessarily mean that we are making the most efficient use of it.

Baha Erdoğan
5 min
Artificial intelligence

The Role of AI in Defense Technologies

I can confidently state that defense systems are among the most robustly protected systems in terms of software. To those of us who have had the opportunity to observe these systems from an external perspective, they appear to be incredibly solid and impenetrable. But are these well-encrypted, layered systems truly invincible?

Baha Erdoğan
5 min

Oğuz kağan epic

Explore the legendary Turkish epic of Oğuz Kağan, a tale of leadership, conquest, and the founding of the Turkish nation. Discover how this ancient narrative continues to influence Turkish culture today.

Introduction to machine learning

A comprehensive guide to understanding machine learning fundamentals, including key concepts, common algorithms, and real-world applications. Perfect for beginners in AI and data science.

Ergenekon epic

Delve into the Ergenekon legend, a foundational myth of Turkish culture that tells the story of rebirth and resilience. Learn about its historical significance and modern interpretations.

Are AI models making us earn more money than we deserve?

There's a growing concern that the money once considered well-earned may no longer be justified. This sentiment might explain the resistance to AI adoption among certain professionals.

Anomaly detection in machine learning

Unlike traditional supervised learning problems, anomaly detection typically deals with highly imbalanced datasets, requiring specialized methods to effectively model and detect outliers.

How to Estimate Object Speed from Video without Prior Information

In this article, I will explain how to estimate the speed of an object in a video without prior information, Using Structure from Motion (SfM) and 3D Reconstruction.

Professional Experience

Experience in Various Fields

Huawei

Current, Istanbul

Artificial Intelligence R&D (Specificially, working on top level computer vision projects)

Riga Technical University

2023, Riga, Latvia

Participated in a deep learning program (Baxter Robot Revival by Deep Learning App.)

GroupM Computer Engineering Internship

2024, Istanbul

Worked as a software engineer in the Data team

Halkbank Computer Engineering Internship

2024, Halkbank Headquarters, Istanbul

Worked as a software engineer in the profitability department

Testinium Computer Engineering Internship

2023, Center of Excellence Department, Istanbul

Conducted comprehensive analysis of software development cycle phases and engaged in AI projects.

San Tourism Software Group Internship

2022, Antalya

Gained experience in various web technologies including ReactJS, JavaScript, HTML, CSS, Node.JS.

Projects

Some of the Projects I've Worked On

Toolongtoread.com

2024

Developed a website utilizing AI to highlight relevant sections of text, allowing users to focus on key information and save time.

Peer to Peer File Sharing Application

2022

Prepared a program that enables wireless data transfer between two or more devices. Database, wireless networks, and Python capabilities were actively used in this project.

Rating Prediction Deep Learning Algorithm

2023

Implemented collaborative filtering algorithms in C++ to predict movie ratings for a recommender system. Utilized data structures and algorithms for efficient data processing, achieved low RMSE scores, and collaborated effectively within a team.

Supportive Android Application for Children with Learning Difficulties

2022

Developed an application that includes an eye tracking function to strengthen the reading ability of children with learning disabilities, an object matching game to improve motor skills, basic mathematical operations practice, general knowledge and intelligence level-increasing practices.

Skills

Technical and Soft Skills

Technical Skills
  • Programming Languages:
    Expert: C++, Python
    Intermediate: Java, Android, SQL
    Familiar: JavaScript, HTML, CSS, Node.js, PHP
  • AI & Robotics:
    TensorFlow, Computer Vision, PyTorch, Deep Learning, Object Detection, LLMs, Robotics
  • Other Technical:
    ReactJS, Azure OpenAI, Agile Methodologies, Database Systems, Wireless Networking
  • Certifications:
    UAV Pilot License, Short Range Radio Operator Certificate
Soft Skills
  • Problem-Solving
  • Teamwork & Collaboration
  • Strong Work Ethic
  • Leadership
  • Adaptability
  • Cross-Cultural Communication

Education

Academic Background

Bahçeşehir University - Computer Engineering

2020-2025

Studied Computer Engineering with a full scholarship from YÖK.

Bahçeşehir University - Business Administration (Minor)

2022-2025

Pursuing a minor in Business Administration alongside the major in Computer Engineering.

Riga Technical University - The Next|Global Young Leaders Camp Turkish assembler

2024

Participation by selective invitation based on talent and potential, International young leaders camp.

Voluntary Services

Contributions to the Community

Toplum Gönüllüleri Foundation

2020-present

Active volunteer at the Toplum Gönüllüleri Foundation, contributing to various community service projects.

Tema Foundation

2021-present

Active volunteer at the Tema Foundation, participating in environmental conservation efforts.

Baha Erdoğan YouTube Channel

2020-present

Running a non-profit YouTube channel for experience sharing and educational content.

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Get in Touch

Contact information:

  • Istanbul / Antalya
  • Baha-erdogan@hotmail.com
  • https://www.youtube.com/c/bahaerdoğan
  • https://www.linkedin.com/in/bahaerdogan/
  • https://github.com/bahaerdogan