[ARENA/404] SHAMSUL404
SYS:ONLINE

SUBJ / MD SHAMSUL ISLAM LAT 25.65° N · LON 89.26° E · RHPR REV 2026.09

SHAMSUL

シャムスル

MEDICINE MACHINE

4TH YEAR MBBS · RANGPUR MEDICAL COLLEGE
SELF-TAUGHT DEVELOPER · AI SYSTEM BUILDER

[ 001 / SPEC ]

UNIT / SHM-404 · CLASS 0x0A · FILE: ABOUT

// IDENTITY

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.

// ORIENTATION

BASE
RANGPUR / BD
STATUS
MBBS · YR 4
TRACK
FULL-STACK
FOCUS
AI · CLOUD

// CAPABILITIES

  • PYTHON
  • TYPESCRIPT
  • TELEGRAM BOT
  • API ARCH
  • ROUTING
  • RAG
  • OCR
  • LLM OPS
  • REVERSE-ENG

// PRINCIPLE

Medicine trains the discipline. Coding fuels the creativity. The unit prefers breaking machines and rebuilding them better over reading manuals — study = longest-running experiment.

[ 002 / PROJECT ]

UNIT / ASK4EXAM · TIER 1 · ACTIVE

PRJ-01

TK-07 · RANGPUR RFC / 2026

ASK4EXAM

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.

// ARCHITECTURE

   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
        
  • OMNIROUTE
  • TELETHON
  • FASTAPI
  • NEXT.JS
  • VECTOR DB
  • OCR VISION
  • TIERED BILLING
STATUS
OPERATIONAL
MODELS
24+ VERIFIED
LATENCY
1.3s FASTEST
INTERFACE
TG + WEB + API

[ 003 / CONTACT ]

UNIT / EGRESS · OPEN CHANNELS