Things I built to learn faster.

Projects

Autonomous systems, combinatorial optimization solvers, and computer vision models.

• CP-SATsolver

  OptiBuild

  Designed an agent-to-solver architecture that turns natural language goals into a formal optimization model (decision variables, objectives, constraints), solved selection problems with OR-Tools CP-SAT, and added multi-objective ranking via TOPSIS.

  Source
  Completed
• Dockersandbox

  Resurrect

  Built an autonomous code-repair system that runs tests in an isolated Docker sandbox, applies multi-agent fixes, and commits changes/opens PRs via GitHub API; validated on automated test suites.

  Source
  Completed
• YOLOv8vision

  Blueprint Door & Window Detection

  Trained a YOLOv8 detector for doors/windows in architectural blueprints; built the end-to-end pipeline (preprocessing, augmentation, training/validation, inference) and evaluated with mAP + Error Analysis to guide dataset cleanup.

  Source
  Completed