Summary
Overview
Work History
Education
Skills
Interests
Timeline
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Emir Arda Eker

Artificial Intelligence And Data Engineering
Istanbul

Summary

Ambitious and versatile AI and Data Engineering student with a strong foundation in advanced deep learning and data science. Proficient in Python, C++, JavaScript, and C#, I have honed my skills through diverse projects—ranging from fine-tuning large language models for emergency-response chatbots to developing vision-transformer systems for brain tumor segmentation and building robust database solutions for e-commerce platforms. I bring hands-on experience with cutting-edge deep learning frameworks such as PyTorch, TensorFlow, Keras, and Hugging Face, and have successfully optimized models via quantization and pruning, including work on multimodal architectures.

In the realm of NLP, my work spans text generation, sentiment analysis, and advanced embedding techniques (BERT embeddings and Word2Vec), using libraries like NLTK and spaCy. I also possess practical expertise in deploying scalable solutions with Docker and Google Cloud, complemented by experiment tracking using Weights & Biases and TensorBoard.

Driven by a passion for developing large-scale, complex pipelines for scientific laboratories and integrating intelligent systems, I continuously explore new technologies—from game development to making researches in deep space asteroids—ensuring a broad, innovative perspective across the tech landscape.

Overview

1
1
year of professional experience
5
5
Languages

Work History

Artificial Intelligence Model Trainer

Scale AI
2024.08 - Current
  • Creating specialized and professional prompts to generate expected results on SOTA. Analyzing SOTA responses, fixing the answers by managing the automatization pipeline.
  • Code generation from scratch for advanced and specific tasks. In multiple coding languages with the applications of Software Engineering.

Data Engineering Intern

Disastech
2024.04 - 2025.01
  • Utilized advanced visualization tools to create interactive dashboards for understanding of complex datasets.
  • Creating AI algorithms by implementing machine learning and advanced deep learning techniques for emergency and disaster cases.
  • Assisted in design and implementation of experiments to rigorously evaluate AI model performance, ensuring their suitability for real-world deployment.

Education

Bachelor of Science - Artificial Intelligence And Data Engineering

Istanbul Technical University
2001.04 -

High School Diploma -

Yusuf Kalkavan Anadolu Lisesi
Mersin, Türkiye
2001.04 - 2022.06

Special Art And Science Institution - Science And Art

Mersin Yenişehir Bilim Ve Sanat Merkezi
Mersin, Turkey
2001.04 - 2022.05

Skills

Data pipeline design

Algorithm design

Advanced Python libraries (Scikit-learn, TF, Torch, Keras, Pandas, Seaborn etc)

Advanced C libraries

Object Oriented Programming

Big data processing

SQL and databases expertise

Git version control

Interests

Self thaught professional guitarist

Amateur astronomer

Amateur Chess player

Content creator (musician with over 100k views)

Timeline

Artificial Intelligence Model Trainer

Scale AI
2024.08 - Current

Data Engineering Intern

Disastech
2024.04 - 2025.01

Bachelor of Science - Artificial Intelligence And Data Engineering

Istanbul Technical University
2001.04 -

High School Diploma -

Yusuf Kalkavan Anadolu Lisesi
2001.04 - 2022.06

Special Art And Science Institution - Science And Art

Mersin Yenişehir Bilim Ve Sanat Merkezi
2001.04 - 2022.05
Emir Arda EkerArtificial Intelligence And Data Engineering