Skip to content
View BeAfsar's full-sized avatar
3 followers · 1 following

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Block or report BeAfsar

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
BeAfsar/README.md

Bekir Afsar, PhD

I'm a data scientist focused on data-driven decision support, multiobjective optimization, and explainable AI. My work combines advanced computational modeling with real-world decision needs in domains such as forestry, sustainability, and manufacturing.

Lead Use Case: Forest Biodiversity Digital Twin (EU BioDT)
Open Source: Contributor to DESDEO – interactive decision support framework
Recognition: Google Prize for Outstanding Paper (IEEE CITREx 2025)

Selected Projects

  • Forest Biodiversity Digital Twin – BioDT Use Case
    Predictive modeling workflows for forest planning using LANDIS-II, HMSC, and spatial ecological data. Built for EU BioDT and deployed on LUMI supercomputer.

  • DESDEO Framework
    Open-source platform for interactive multiobjective optimization and explainable decision support tools.

  • Explainable Optimization – KKT-LIME
    Award-winning method combining Karush–Kuhn–Tucker (KKT) optimality with LIME to explain interactive multiobjective optimization.
    Received the Google Prize for Outstanding Paper (IEEE CITREx 2025)

Tools & Interests

  • R, Python, Git, Jupyter
  • LANDIS-II, HMSC, QGIS, LUMI HPC
  • Predictive modeling, XAI, optimization, reproducible workflows
  • Spatial analytics, stakeholder-driven AI

LinkedIn • University Profile

Pinned Loading

  1. DESDEO DESDEO Public

    Forked from industrial-optimization-group/DESDEO

    An open source framework for interactive multiobjective optimization methods

    Python

  2. kkt-lime-explanations kkt-lime-explanations Public

    Forked from industrial-optimization-group/kkt-lime-explanations

    Generating trade-off explanations using KKT multipliers

    Jupyter Notebook

  3. shap-experiments shap-experiments Public

    Forked from gialmisi/shap-experiments

    Experiments with SHAP values in interactive multiobjective optimization.

    Jupyter Notebook

  4. BioDT/uc-forest-bird BioDT/uc-forest-bird Public

    R 1 2