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Enis BaşkapanEB
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Enis Başkapan

@enisbakapan

Software engineer specializing in data science, machine learning, and LLM development.

Turkey
Message

What I'm looking for

I seek roles building production ML/LLM systems—emphasizing scalable deployments, NLP/LLM research, and opportunities to optimize inference and retrieval pipelines.

I am a software engineering graduate with professional experience in data science and LLM development, focused on building practical ML systems and production-ready AI pipelines.

At Imperum I researched and optimized LLM pipelines, implemented quantization, fine-tuning and RAG techniques, and managed hybrid AI deployment architectures integrating local and cloud models.

At Ditravo I contributed to AI projects for Turkish Republic Railways, built a voice-command ticket search service with spaCy, and developed dynamic pricing models using XGBoost and LightGBM.

I build scalable solutions using FastAPI and Docker, engineer embedding and similarity-search pipelines with vector databases, and design AutoML tooling to automate supervised learning workflows.

Experience

Work history, roles, and key accomplishments

IM
Current

AI Developer

Imperum

Sep 2024 - Present (1 year)

Researched and optimized LLM pipelines via quantization, fine-tuning and RAG to improve reasoning and retrieval precision; managed hybrid AI system architecture with automated testing and monitoring to maintain performance.

Education

Degrees, certifications, and relevant coursework

Bahçeşehir University logoBU

Bahçeşehir University

Bachelor of Software Engineering, Software Engineering

2019 - 2023

Bachelor of Software Engineering completed at Bahçeşehir University from September 2019 to July 2023.

Tech stack

Software and tools used professionally

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Enis Başkapan - AI Developer - Imperum | Himalayas