Published Articles
Traffic Flow on a 1D Ring: NaSch and LWR Models
Microscopic Nagel–Schreckenberg cellular automata and macroscopic LWR PDE modeling of non-equilibrium traffic flow dynamics.
Migrating Five Python Services: What It Actually Looks Like
Migrating five Python services across versions is not a version bump — it is a research project. Tools like pyupgrade and LLM agents handle syntax but miss behavioral changes that only surface at runtime. Pandas v1→v2 and Airflow v2→v3 show why testing strategy matters more than tooling.
A Guide to Being Understood or How Speak with People
Every professional term is a compressed suitcase—throwing it at someone is like hitting them with a brick. The t-IAR method (Image, Action, Role) turns complex jargon into clear understanding. Simplifying your language is not dumbing down; it is a profound sign of respect.
My Path in Mentorship: From Those Who Guided Me to Those I Guide
This is a short story about how I ended up where I am now. Not about magical mentors who “change your life,” but about ordinary people who once just said the right words and asked the right questions. About how mentorship can be uneven, funny, sometimes strange - and still work, because it makes us a little braver and a little more honest. And about how no technology can replace a human gaze that sees in you something you haven’t yet managed to see yourself.
Static Systems Are a Myth: Even Your Cache Lives
Mathematical stability analysis and dynamical systems modeling of Redis cache eviction limits and Celery queue thrashing under high load.