Serkan Ertaş

Serkan Ertaş

Software Developer Candidate

PROFILE

Organized and dependable student successful at managing multiple priorities with a positive attitude, and a willingness to take on added responsibilities to meet team goals.

CONTACT

Telephone Icon +90 535 942 8455
Email Icon serkan.ertas.professional@gmail.com
Location Icon Istanbul, Türkiye
Global Icon /

EDUCATION

Middle East Technical University, NCC
2021 - 2026
BSc. in Computer Engineering

SKILLS

Languages & Tools
  • Python, LangChain, ChromaDB
  • Scrapy, Selenium, MySQL
AI & ML
  • RAG & AI Agents
  • Object Detection Models
Soft Skills
  • Leadership
  • Analytical thinking
  • Research skills

LANGUAGES

Turkish (Native)
English (Fluent)
German (Beginner)

Serkan Ertaş

Software Developer Candidate

PROFILE

Organized and dependable student successful at managing multiple priorities with a positive attitude, and a willingness to take on added responsibilities to meet team goals.

EDUCATION

Middle East Technical University, NCC
2021 - 2026
BSc. in Computer Engineering

WORK EXPERIENCE

Software Engineering Intern, ID3
07/2024 - 09/2024
Airline Company Chatbot with RAG
  • Built a Customer Support Chatbot API for an airline company using the Llama3.1 model with RAG
  • Used ChromaDB for storing vector embeddings, LangChain for integration, MySQL to save chat history, Ollama to run the AI model
  • Created own customer support data with ChatGPT and fine-tuned Llama3.1 using Unsloth
IT Assistant, METU NCC
03/2024 - 06/2024
  • Provided technical assistance to students
  • Set up hardware and software applications for different computers in IT labs

PROJECTS

Fighter UAV Competition, TEKNOFEST 2025, METU NCC Robotics Society
  • Currently working on Object Detection, Tracking, and Motion Planning for edge devices like UAVs
  • Developing expertise with PyTorch, TensorFlow, ONNX, and TensorRT
  • Gaining experience in Pursuit-Evasion Algorithms and implementing them with combining AI and Machine Learning
Petlebi - Web Scraping Project
  • Scraped all products from the e-commerce website Petlebi by using the Scrapy Framework, and wrote the data to a MySQL DB
  • Learned how to use Scrapy, MySQL, and CSS Selectors

SKILLS

Languages & Tools
  • Python, LangChain, ChromaDB
  • Scrapy, Selenium, MySQL
AI & ML
  • RAG & AI Agents
  • Object Detection Models
Soft Skills
  • Leadership
  • Analytical thinking
  • Research skills

LANGUAGES

Turkish (Native)
English (Fluent)
German (Beginner)

REFERENCES

Enver Ever (METU NCC | Prof.)
eever@metu.edu.tr
Şükrü Eraslan (METU NCC | Dept. Coordinator)
seraslan@metu.edu.tr