Bilge Yücel

Data Scientist

https://talent.gravityer.com/bilge-yucel

Developer Relations Engineer @deepset-ai for Haystack | M.S. Artificial Intelligence at KU Leuven

deepset-ai

Key Strengths

Extensive practical experience with Haystack framework for LLM applications.
Demonstrated ability to build multimodal AI agents and RAG pipelines.
Proficiency in Python for AI/ML development.
Experience with Jupyter Notebooks for experimentation and presentation.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are heavily focused on the Haystack framework and related AI agent development, indicating a strong interest and specialization in this area. While this shows depth, the lack of diversity in project domains or technologies outside of AI/ML and specific frameworks might suggest a narrower scope of interest or experience, which could impact cultural fit in a broader data science role requiring diverse problem-solving approaches. The candidate's current role as a Data Scientist at deepset-ai aligns well with the target role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no completed assessment.

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Projects

time-capsule

June 13, 2026 – Present

Have a conversation with younger version of yourself with Runway 🫂

View Project

opensearch-cognee-haystack

June 9, 2026 – Present

⚡ Haystack + OpenSearch + Cognee — hybrid search, graph memory, streaming answers.

View Project

multimodal-agent-workshop

January 19, 2026 – Present

🖼️ Workshop: Build a multimodal AI agent with Haystack & GPT-4o — featuring image understanding, document retrieval, conversational memory, and human-in-the-loop safety controls

View Project

spring-into-haystack

April 11, 2025 – May 15, 2025

🌱 Sprout an Agent with Haystack & MCP

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multidevgroup-advanced-rag

March 29, 2025 – April 16, 2025

Find the presentation and the example python notebooks

View Project

github-agent

March 11, 2025 – May 23, 2025

GitHub Issue Resolver Agent with Anthropic Claude 3.7 Sonnet and Haystack