Overview
A simulation that allows user to create a path using their mouse, in which a car with 3 sensors will path its way through, learning through a Markov Decision Process and keeps adjusting weights as it hits positive and negative rewards.
Self Driving Car Simulation
A simulation that allows user to create a path using their mouse, in which a car with 3 sensors will path its way through, learning through a Markov Decision Process and keeps adjusting weights as it hits positive and negative rewards.
Last updated March 9, 2026
Tech Stack
Python
Primary language: Python
Engineering Decisions
- Prioritize maintainability and clear interfaces for long-term evolution.
- Design around observability and operational correctness from early stages.
- Balance product velocity with platform reliability tradeoffs.
Outcomes and Future Direction
- Demonstrates end-to-end ownership across architecture and product execution.
- Shows practical capability in shipping production-style systems.
- Future work includes deeper benchmarks, testing, and system hardening.