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Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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emirks/README.md

I'm Emir

I like Math, CS, AI, Philosophy, Music, and being Human.
Trying to find the right places to diffuse and the right guidance force. (Guided Diffusion of Emir)

Hobby Projects:

  • Molecular Momentum (dc, mobile): We create habits, track them, and kindly remove people that are not tracking. github
  • Discord Habit Bot: Checks our habits every Saturday. Kicks after 3 weeks of failure. github
  • Configurable MC Bots: A configurable MC bot framework built on mineflayer api. github
  • Deep Ocean: Electron app that lets you have control on tech you have. Work in the Deep Ocean. github
  • Werewolf Party: Realtime AI players via Pipecat + LiveKit to fill in when we're short on friend count. github

Mid Projects:

  • SStajyer: AI in Law. For any official law case: auto-find across 11M preliminary decisions, analyze all the docs attached, generate petitions, and manage the whole cycle. Acquired, currently on waitlist.
  • Tercihify: An AI tool that helps students choose universities by analyzing their interests and official program data to create the preference lists. website • github • mcp-server
  • Gotcha: Online AI Interviewer and Matcher. An effective filter gate for recruitment processes. github
  • UAV Software: Path tracking software for hand-made UAVs. Sensor fusion research at İTÜ ARC.

Advanced* Projects:

  • Latent-Space Refinement for Video Generation (UIUC): Developing clip-to-clip transition coherence in diffusion models, formalized as constrained optimization over the diffusion trajectory. github
  • Ensi Smart Home: The smartest Smart Home Voice Assistant. LLM level reasoning, 2-sec response time. (Raised $250K) website
  • EMA: Interactive Shopping Assistant. Shop with Voice. website
  • Post-Earthquake AI Mapping Using Military UAV Data: Modified the architecture of YOLOv5 model. Applied manual Cross-Attention for small objects. Increased performance by 8%. github
  • Semantic Segmentation Architecture Design: Designed a Semantic Segmentation Architecture manually. Brought performance near SOTA on CARLA benchmarks over 8 months. github

*relatively

emirkisa.com • LinkedIn • emirks88@gmail.com

Molecular Momentum Invitation

If you're committed (we kindly remove after 3 weeks of failure) to building habits, join our Discord:

Molecular Momentum Discord

Learning is through doing.

Pinned Loading

  1. deepmia-research-segmentation deepmia-research-segmentation Public

    Multi-modal autonomous driving system with LiDAR-camera fusion for semantic segmentation in CARLA simulator

    Python 1

  2. yolov5-cross-attention yolov5-cross-attention Public

    Forked from erkamkavak/yolov5-crossattn

    Modified YOLOv5 model with cross attention module

    Python

  3. neural-style-transfer-procedural-generation neural-style-transfer-procedural-generation Public

    Forked from fmerizzi/Procedural-terrain-generation-with-style-transfer

    Generating realistic terrain maps via a combination of procedural noise and style transfer

    Python

  4. ytu-ce-cosmos-turkish-e5-large-inference-optimization ytu-ce-cosmos-turkish-e5-large-inference-optimization Public

    A comprehensive toolkit for optimizing Turkish language model ytu-ce-cosmos-turkish-e5-large inference

    Python

  5. neural-network-from-scratch neural-network-from-scratch Public

    Implemented neural nets from scratch only using NumPy and trained on MNIST.

    Python

  6. semantic-hiring-ml-pipeline semantic-hiring-ml-pipeline Public

    End-to-end ML systems integrating semantic matching, JD/Resume parsing, Lightcast skill extraction, FAISS retrieval, and LLM-based interview evaluation with CEFR-aligned linguistic metrics.

    Jupyter Notebook 1