Previously, I worked in an AI company as an AI Engineer in the R&D department. I participate in research related to LLM training techniques and some evaluation methods to improve model p[erformance for Information Retrieval.

Ceren Yilmaz Gulten

Previously, I worked in an AI company as an AI Engineer in the R&D department. I participate in research related to LLM training techniques and some evaluation methods to improve model p[erformance for Information Retrieval.

Available to hire

Previously, I worked in an AI company as an AI Engineer in the R&D department. I participate in research related to LLM training techniques and some evaluation methods to improve model p[erformance for Information Retrieval.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

Turkish
Fluent
English
Advanced
Italian
Beginner

Work Experience

AI Engineer Trainee at Altilia AI
October 1, 2024 - October 1, 2025
Trainee in R&D team focusing on fine-tuning domain-specific large language models for financial and banking data; improved retrieval precision by ~30%; developed hybrid retriever and reranker models; implemented negative mining and hard triplet sampling to optimize embedding discriminability; built Python libraries for data preprocessing, training utilities, and evaluation pipelines; contributed to research-driven development aligning contrastive learning, prefix tuning, and RAG techniques with real-world use cases.

Education

MSc in ICT for Internet & Multimedia at University of Padova
January 1, 2022 - January 1, 2025
BSc – Electrical & Electronics Engineering at Istanbul Medipol University
January 1, 2016 - January 1, 2021

Qualifications

AI Engineer Trainee, Altilia AI (R&D, LLMs)
October 1, 2024 - October 1, 2025

Industry Experience

Computers & Electronics, Software & Internet, Media & Entertainment, Education, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

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