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batuhanaavci committed Nov 10, 2024
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12 changes: 6 additions & 6 deletions _data/navigation.yml
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# prevent it from being included in the site.

main:
- title: "Publications"
url: /publications/
# - title: "Publications"
# url: /publications/

# - title: "Talks"
# url: /talks/

- title: "Teaching"
url: /teaching/
# - title: "Teaching"
# url: /teaching/

- title: "Portfolio"
- title: "Projects"
url: /portfolio/

# - title: "Blog Posts"
# url: /year-archive/

- title: "CV"
url: /cv/
url: /files/cv.pdf

# - title: "Guide"
# url: /markdown/
14 changes: 6 additions & 8 deletions _pages/about.md
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---
permalink: /
title: "Academic Pages is a ready-to-fork GitHub Pages template for academic personal websites"
title: "About Me"
author_profile: true
redirect_from:
- /about/
- /about.html
---

# About Me

I am currently a master's student in Electrical Engineering at Aalto University, Espoo, Finland. I am specializing in control and robotics, with a minor in machine learning. My research interests lie at the intersection of these fields, particularly in optimal control, uncertainty quantification, reinforcement learning, and probabilistic methods.

## Teaching and Research Assistantships

Currently, I am a teaching assistant for **ELEC-E8101 Digital and Optimal Control** at Aalto University under Prof. Dominik Baumann. For the upcoming semester, I will also be a teaching assistant for **CS-E4825 Probabilistic Machine Learning** under Prof. Pekka Marttinen.
Currently, I am a teaching assistant for *ELEC-E8101 Digital and Optimal Control* at Aalto University under Prof. Dominik Baumann. For the upcoming semester, I will also be a teaching assistant for *CS-E4825 Probabilistic Machine Learning* under Prof. Pekka Marttinen.

My research journey began at the **Artificial Intelligence and Intelligent Systems (AI2S) Laboratory** at Istanbul Technical University, where I focused on uncertainty quantification and its integration into deep learning and fuzzy logic systems.
My research journey began at the *Artificial Intelligence and Intelligent Systems (AI2S) Laboratory* at Istanbul Technical University, where I focused on uncertainty quantification and its integration into deep learning and fuzzy logic systems.

Last summer, I joined the **Computational Systems Biology** group at Aalto University, led by Prof. Harri Lähdesmäki, as a research assistant. During this time, I worked on continuous-time reinforcement learning methods.
Last summer, I joined the *Computational Systems Biology* group at Aalto University, led by Prof. Harri Lähdesmäki, as a research assistant. During this time, I worked on continuous-time reinforcement learning methods.

## Publications

1. H. E. Dursun, E. C. Guven, B. Avcı, and T. Kumbasar, “Recognizing and Tracking Person of Interest: A Real-Time Efficient Deep Learning-Based Method for Quadcopters,” in *10th International Conference on Recent Advances in Space Technologies (RAST)*, Istanbul, Turkey, 2023.
1. B. Avcı, A. Beke, and T. Kumbasar, “Towards Reliable Uncertainty Quantification and High Precision with General Type-2 Fuzzy Systems,” in *Proceedings of the IEEE International Conference on Fuzzy Systems*, Songdo Incheon, Korea, 2023.

2. B. Avcı, A. Beke, and T. Kumbasar, “Towards Reliable Uncertainty Quantification and High Precision with General Type-2 Fuzzy Systems,” in *Proceedings of the IEEE International Conference on Fuzzy Systems*, Songdo Incheon, Korea, 2023.
2. H. E. Dursun, E. C. Guven, B. Avcı, and T. Kumbasar, “Recognizing and Tracking Person of Interest: A Real-Time Efficient Deep Learning-Based Method for Quadcopters,” in *10th International Conference on Recent Advances in Space Technologies (RAST)*, Istanbul, Turkey, 2023.

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