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Thinking
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Thinking
12 followers · 4 following

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Achievement: Pull SharkAchievement: Quickdraw

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Achievement: Pull SharkAchievement: Quickdraw

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Emruur/README.md

Hi, I'm Emre

Computer scientist with a Master's in Artificial Intelligence and a Bachelor's in Computer Science, focused on large language models. My thesis DeltaAttention coveres sparse attention for long-context optimization, with custom CUDA/Triton kernels. I've also surveyed the literature on LLM interpretability in my blogpost FeatureCircuits. At Commit Global (The Hague), I built SmartQA, a full-stack information-retrieval pipeline powering a lightweight, hallucination-resistant chatbot.

Outside of LLMs I enjoy applying ML to creative problems, such as an evolutionary brush-generation system and a genetic-algorithm settlement-generator for Minecraft. I also built JobTalkAnalyzer, an ML-driven interview evaluation tool.

Open to AI/ML and software development roles.

📫 emreu02@gmail.com · LinkedIn

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  1. CreativeBrushes CreativeBrushes Public

    A co-creative drawing application where autonomous agents act as your brush. Draw a path on the canvas and a swarm of vehicles steers through a flow field shaped by your stroke — leaving trails tha…

    JavaScript 1

  2. SmartQA SmartQA Public

    Full-stack pipeline for building, querying, and interacting with question & answer corpora. SmartQA can operate as a no-cost, lightweight alternative ta an LLM chatbot in budget or energy-constrain…

    Python

  3. SetBuilder SetBuilder Public

    Open source DJ set builder — arrange tracks, apply per-track DSP (EQ, compression, limiting), normalize loudness, and render a mix-ready numbered export.

    Python 1

  4. MinecraftSettlement MinecraftSettlement Public

    Procedurally generates a settlement in Minecraft using a genetic algorithm for placement and modular builds for construction.

    Python

  5. 4C1LSoftware/JobTalkAnalyzer 4C1LSoftware/JobTalkAnalyzer Public

    The analysis module of JobTalk, a recruitment platform that automates job interview evaluation using machine learning. Given a candidate's interview recording, it produces a structured report cover…

    Python

  6. DeltaAttention DeltaAttention Public

    DeltaAttention: accelerating LLM prefill by compressing the key matrix before QK multiplication — custom Triton kernels, wall-clock speedup on long contexts

    Python 1