Data Science and Optimization
Data Science and Optimization
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Welcome to the website of the Data Science and Optimization (dsOpt) research group at Istanbul Bilgi University! Please explore our page to find out more about researchers affiliated with our group, our research projects, our education track, our industry collaborations, available online resources, and our blog.

Recent Feeds in Data Science and Optimization

  • Your LLM Can Return Perfect JSON and Still Be Wrong
  • FAQ as RAG: When You Get to Design the Corpus
  • Why RAG Complexity Should Be Earned
  • AgentOps Is Not MLOps: What Breaks in Your Monitoring Stack When Agents Go to Production
  • Developing provably correct Rust code with Verus
  • When LLM judges agree, should we believe them?
  • SOP-Bench: A new benchmark for evaluating AI agents on real business procedures
  • A decade of mathematical certainty: Reflections on the Automated Reasoning Group
  • Speed Up LLM Inference with DSpark Speculative Decoding
  • 7 Python Mistakes Beginners Make (And What to Do Instead)
  • The Local AI Stack for Productive SLMs
  • Quantization and Pruning Methods to Make Your LLM Leaner
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Data Science and Optimization
  • Home
  • Meet the Team
  • Research
  • Education
  • Industry Collaborations
  • Resources / Links
  • Blog