+ SYSTEM.............. RIDOY-BAIDYA INTERFACE
# CORE ROLE........... FULL-STACK DEVELOPER & AI ENTHUSIAST
! STATUS.............. UNDERGRADUATE @ SUST (CSE) · CGPA: 3.26/4.00
+ HACKATHON.......... FRICTION 2026 CHAMPION · 50K BDT PRIZE
@@ CURRENT TASK..... ADVANCED DSA / BACKEND SYSTEM DESIGN @@ |
Computer Science & Engineering Undergraduate at Shahjalal University of Science and Technology (SUST)
Passionate about: Software Engineering · Full-Stack Development · Artificial Intelligence & Machine Learning
Hackathon Champion and technology enthusiast with a strong interest in problem solving, scalable systems, and clean architecture. I build production-grade software — from Web3 fraud-prevention platforms to AI-powered nutritional ecosystems and personal finance SaaS products.
| Event | Date | Result | Achievement |
|---|---|---|---|
| 🏆 Friction Hackathon 2026 — Noverse Inc. | Apr 2026 | Champion (1st Place) | 50K BDT Prize — Team SUST SONGLAP |
| 🎯 DevOps Hackathon — BUET | Jan 2026 | Top 20 Finalist | Microservices + Kubernetes infra |
| 🎯 DevOps Hackathon — CUET | Dec 2025 | Top 50 Finalist | CI/CD pipeline automation |
-
🏆 Bangla Coin (Friction Hackathon Champion — Web3 / Solidity)
- Friction-First blockchain platform to combat scam transactions with an intelligent Risk Engine applying dynamic withdrawal delays.
- Optimised Solidity code & consensus batching on Polygon Edge, cutting validator gas costs by 65% and scam transactions by 40%.
- Stack:
React·Node.js·Hardhat·Solidity·Polygon Edge
-
SpendGuard (Production SaaS — Personal Finance)
- Intelligent subscription detection engine with 95%+ accuracy and automated weekly/monthly email reporting.
- Slashed CSV bulk import time from 15s → 2s for 1,000+ transactions via chunked batch inserts and PostgreSQL transaction locks.
- Stack:
Next.js·Node.js·PostgreSQL·TypeScript·Express·Recharts·JWT
-
DesiDiet AI (GraphRAG Nutrition Ecosystem)
- Localized knowledge-graph meal advisor linking 370+ Bangladeshi foods inside a Neo4j Graph Database.
- Real-time conversational streaming via FastAPI Server-Sent Events (SSE).
- Stack:
React·TypeScript·FastAPI·Python·Neo4j·Prisma·GraphRAG
-
Healthbed AI (ML Healthcare)
- Quantized TensorFlow models cutting ML inference latency from 1.2s → 150ms (8× speedup).
- Stack:
Python·TensorFlow·React·FastAPI
-
Bangla Go (Geo / Interactive Maps)
- Renders 500+ cultural points of interest at a solid 60fps using Mapbox GL JS marker clustering.
- Stack:
React·Node.js·Mapbox GL JS·Tailwind CSS
Currently holding 595+ verified algorithmic solutions across competitive programming ecosystems:
| Platform | Handle | Problems Solved | Rating |
|---|---|---|---|
| Codeforces | @RidC0der | 463 | Max 1082 |
| LeetCode | @RidC0der | 83 | C++ · MySQL . DP . Backtracking |
| CodeChef | @ridc0der | 50+ | Peak 1278 (1★) |
- Intermediate Machine Learning — Kaggle Learn (May 2026)
- Covers: Missing values, Categorical encoding, Pipelines, Cross-validation, XGBoost, Data leakage prevention.
- View Certificate
# Currently Learning:
+ Advanced Data Structures & Algorithms
+ Backend System Design & Distributed Systems
+ Machine Learning & AI Applications (Kaggle)
+ DevOps & Cloud-Native Architecture
# Open To Opportunities:
! Full-Stack Development Projects
! Open Source Contributions
! AI / Machine Learning Projects
! Backend & DevOps Systems
! Hackathons & Competitive Builds |
VIEW CONSOLE LOGS & SECRETS
[SYSTEM INFO] Bootstrapping developer profile... OK[SYSTEM INFO] Initializing 'sketch-coral' protocol... OK[NETWORK] Connecting to outer world subroutines... SUCCESS[HACKATHON] Friction 2026 championship record... LOADED ✔[PROJECTS] SpendGuard · DesiDiet · Bangla Coin... DEPLOYED ✔[WARNING] Exceptional coding velocity detected!"Writing code that turns coffee into automated perfection."
SYSTEM STATUS: ONLINE CORE: ACTIVE CURRENT MODE: LEARN • BUILD • SCALE • WIN
