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Arda Kabadayi
Junior Software Engineer specializing in full-stack web development and computer vision
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About
Backend engineer who built an AI voice-driven calendar assistant using Python/Flask with a multi-agent architecture (CrewAI + OpenAI), including agent-specific memory management and summarization to handle token limits. Also has production performance optimization experience at Trendyol, adding Redis caching to speed up an advertisement retrieval endpoint and improve page load experience.
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Key Strengths
- Built an AI voice-driven calendar assistant with full CRUD event management
- Designed and implemented multi-agent workflows with operation-specific agents
- Solved agent context/memory issues via per-agent memory isolation and conversation summarization
- Improved query performance and scalability using PostgreSQL indexing for date-based conflict detection
- Improved high-traffic endpoint performance using Redis caching (ads service at Trendyol)
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Experience
Education
Awards
Languages
Publications
1 publication
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