Data Scientist dedicated to developing innovative AI solutions.
I am a Senior Data Scientist with 6+ years of experience, working in the health, betting and fintech domain, focused on building production-grade NLP and LLM-based systems. I care deeply about scalability, clean architecture, and designing systems that work reliably beyond notebooks and demos.
- Large Language Models (LLMs)
- Graph Based Retrieval-Augmented Generation (RAG)
- Chatbots & Conversational AI
- Production ML Systems
- Agent-Based Architectures
- Recommendation Systems
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The Use of Conversational Agents in Self-Management: A Retrospective Analysis
- A retrospective look at conversational agent usage patterns in a mobile health setting.
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A rule-based named entity recognition of SNOMED Clinical Terms in Turkish clinical reports
- A rule-based NER approach for mapping Turkish clinical text to SNOMED codes.
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- Retrospective analysis of ~24,500 users examining voice vs. screen interaction and engagement predictors.
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- Investigation of vocal features as biomarkers for cardiovascular health.
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- Analysis of CA engagement patterns in multiple sclerosis users.
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Descriptive analysis of conversational agent usage characteristics in an asthma app
- Usage characteristics of a CA deployed in an asthma self-management app.