// ORIENTATION
- BASE
- RANGPUR / BD
- STATUS
- MBBS · YR 4
- TRACK
- FULL-STACK
- FOCUS
- AI · CLOUD
MEDICINE → MACHINE
4TH YEAR MBBS · RANGPUR MEDICAL COLLEGE
SELF-TAUGHT DEVELOPER · AI SYSTEM BUILDER
UNIT / SHM-404 · CLASS 0x0A · FILE: ABOUT
Build. Break. Learn. Repeat.
A medical student running two disciplines in parallel. While its peers dissect cadavers, this unit reverse-engineers codebases. The operating principle is the same — find the fault line, open it, understand it, close it stronger than before.
Medicine trains the discipline. Coding fuels the creativity. The unit prefers breaking machines and rebuilding them better over reading manuals — study = longest-running experiment.
UNIT / ASK4EXAM · TIER 1 · ACTIVE
PRJ-01
TK-07 · RANGPUR RFC / 2026
TELEGRAM AI STUDY SYSTEM
A multi-provider, tiered study assistant for medical students. Routes every query through an OmniRoute AI gateway — a custom LLM router with auto-fallback, provider rotation and cost tiers — to keep answers fast and available even when upstream providers degrade. Powers student Q&A through a Telegram interface and a companion web client.
STUDENT
│ tg://
▼
TELEGRAM BOT ──┬──► ASK4EXAM WEB ──► RAG INDEX ──► OCR PIPELINE
│
▼
OMNIROUTE GATEWAY
├─ BAI / GLM-5.3-FLASH
├─ XPL / GEMINI-3.7-FLASH
├─ AGY / CLAUDE-SONNET-4-6
└─ ? / AUTO-FALLBACK
▲◀◀ ROUTER DECIDES
UNIT / EGRESS · OPEN CHANNELS