Enis Başkapan
@enisbakapan
Software engineer specializing in data science, machine learning, and LLM development.
What I'm looking for
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
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.
Data Scientist
Ditravo
Mar 2023 - Aug 2024 (1 year 5 months)
Developed AI projects for Turkish Republic Railways including a voice-command ticket search service and dynamic pricing models using XGBoost and LightGBM to improve operational pricing decisions.
Data Science Intern
Ditravo
Aug 2022 - Jan 2023 (5 months)
Built a Python AutoML architecture to automate supervised learning workflows and documented research on supervised learning and GPU utilization for deep learning projects.
Education
Degrees, certifications, and relevant coursework
Bahçeşehir University
Bachelor of Software Engineering, Software Engineering
2019 - 2023
Bachelor of Software Engineering completed at Bahçeşehir University from September 2019 to July 2023.
Availability
Location
Authorized to work in
Job categories
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