TNEA-Advisor is a hyper-localized, data-driven admissions strategist mathematically fused into Qwen 2.5 3B and quantized to 4-bit GGUF for consumer hardware. It bypasses cloud dependencies to deliver hyper-accurate, offline engineering cutoff predictions.