# Efe Kaan Güler

Efe Kaan Güler is a remote worker on Himalayas, Part-time Researcher at ROMER (Center for Robotics and Artificial Intelligence), based in Italy.

Source: https://himalayas.app/@efekaangler

```text
Computer engineering undergraduate at METU building AI pipelines at Token Financial Technologies and autonomous vehicle systems with ALAZ.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Italy |
| Authorized to work in | Italy |
| Salary expectations | 40k+ EUR |
| Job categories | Computer Engineer, Data Scientist, Robotics Engineer, Software Engineer |
| Skills | Machine Learning, Computer Vision, Natural Language Processing, Representation Learning, LLM Applications, Agentic AI, Data Science, Optimization, Human Robot Interaction, Autonomous Vehicle, Drone Detection, Simultaneous Localization and Mapping (SLAM), Data Structures And Algorithms, Object Oriented Programming, Python |
| LinkedIn | https://linkedin.com/in/efekaanguler |
| GitHub | https://github.com/efekaanguler |

## About

```text
At Token Financial Technologies, I built an end-to-end AI pipeline and backend for a merchant news-curation module planned for Token App. It turns articles from varied sources into editor-reviewable newsletter drafts using AWS Bedrock and DynamoDB.

At ROMER, I develop data-driven methods for nonverbal behavior in collaborative human-robot interaction. With a three-person research team, I created an interaction-video dataset and developed a framework that generates behavioral sequences and motion trajectories for robots.

On ALAZ, I formed and led a 13-member team developing an autonomous vehicle from scratch. We placed 4th in the closed category at the RDW Self Driving Challenge 2026, and I developed localization, perception, planning, and control modules integrated with Autoware.

On AMBALE, my team placed 1st among 358 applicant teams in the TEKNOFEST 2026 AI-Assisted Airline Optimization Competition; our graph-based decomposition reduced optimization runtime from approximately 90 minutes to 3 minutes. I also developed a real-time UAV detection and tracking system for ANZU and contributed to building the Google Developer Groups on Campus METU community and its Productive Team.
```

## Experience

### Part-time Researcher (current)

ROMER (Center for Robotics and Artificial Intelligence). Jan 2025 - Present

```text
Develop data-driven methods for modeling and generating nonverbal behavior in collaborative human-robot interaction. Created a dataset and built a generative framework for behavioral-word sequences.
```

Skills: Human-Robot-Interaction, Generative-Modeling, Temporal-Representation, Data-Collection, Trajectory-Generation

### Data Science Intern

Token Financial Technologies. Jul 2026 - Aug 2026

```text
Owned the end-to-end AI pipeline and backend for a merchant news-curation module. Implemented a seven-stage pipeline using AWS Bedrock and DynamoDB to generate editor-reviewable newsletter drafts.
```

Skills: AWS, DynamoDB, AI-Pipelines, Data-Ingestion, Web-Scraping, Summarization, Semantic-Deduplication, Newsletter-Creation

## Education

### University of Milan

Exchange Program, Computer Engineering. 2026 - Present

```text
Erasmus+ exchange program during the Fall semester of 2026-2027.
```

### Middle East Technical University

Bachelor of Science, Computer Engineering. 2023 - Present. Grade: 3.64/4.00

```text
Pursuing a B.S. in Computer Engineering with a cGPA of 3.64/4.00. Participated in an Erasmus+ exchange at the University of Milan in Fall 2026-2027.
```

### Google

Certificate, Project Management. 2024 - 2024

```text
Completed the Google Project Management certification.
```

### DeepLearning.AI

Specialization, Machine Learning. 2024 - 2024

```text
Completed the Machine Learning Specialization.
```

### Yetkin Gençler

Certificate, 21st Century Competencies. 2024 - 2024

```text
Completed the YetGen Competencies of the 21st Century Awareness Program.
```

### DeepLearning.AI

Specialization, Deep Learning. 2024 - 2024

```text
Completed the Deep Learning Specialization.
```

## Tech stack

- GitHub
- Python
- C++
- C
- TensorFlow
- PyTorch
- Git
- Docker
- Haskell
- LangChain
- Faiss
- Crawl4AI

To contact Efe Kaan, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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