Engineering
Journey.

An archive documenting the slow evolution of a student into an engineer. Focusing on Systems, AI/ML, and the quiet persistence required to find clarity.

Sep 2026Published

V2 ·From Centralized PPO to GraphSAGE MARL: Evolving a Traffic Signal Optimizer

Sep 2026Published

V2 ·From Deterministic Triage to Advanced RAG: Building a Modular Evidence Engine

Sep 2026Published

V1 ·Building a Support Triage System That Knows When Not to Answer

Jul 2026Published

V1 ·Building a Traffic Signal Optimizer with PPO and SUMO