+ SYSTEM.............. RIDOY-BAIDYA INTERFACE # CORE ROLE............ FULL-STACK DEVELOPER & AI ENTHUSIAST ! STATUS............... UNDERGRADUATE @ SUST (CSE) + FIREWALL........... SECURED @@ 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, DevOps & Cloud Systems, Artificial Intelligence & Machine Learning

Hackathon participant and technology enthusiast with a strong interest in problem solving, scalable systems, and clean architecture.

• Friction Hackathon 2026 — Champion (1st Place):
  • Project: Bangla Coin (Team: SUST SONGLAP, BDT 50K Prize).
  • Architecture: Built a Friction-First Web3 system to combat rapid-fire blockchain scams using an intelligent Risk Engine applying dynamic transaction delays based on account behavior.
  • Achievements: Optimised Solidity code & consensus batching on a Polygon Edge framework, reducing validator gas operational costs by 65%, and cutting scam transactions by 40%.
  • CTO Testimonial: "Saw your project on friction its quite cool" — Vas Sreeram, CTO @ Noverse Inc.
• DevOps Hackathon BUET (Top 20 Finalist) & CUET (Top 50 Finalist):
  • Architected modular microservices infrastructures using Docker containerisation and continuous deployment automation.
• DNA Health Hackathon Sylhet (Participant):
  • Designed AI-powered real-time diagnostics pipelines utilizing local medical data.

• DesiDiet AI (GraphRAG Nutrition Ecosystem):
  • Engineered a localized knowledge-graph meal advisor by linking 370+ local foods inside a Neo4j Graph Database.
  • Built real-time conversational streaming utilizing FastAPI Server-Sent Events (SSE).
• Healthbed AI (Healthcare Metrics & Optimization):
  • Quantized TensorFlow Machine Learning models for fast client diagnostic telemetry.
  • Decreased ML inference backend response time from 1.2s to 150ms (an 8x boost in responsiveness!).
• Bangla Go (60fps Interactive Mapping):
  • Leveraged Mapbox GL JS with geo-marker clustering to render 500+ cultural points of interest concurrently on a responsive travel map at solid 60fps.

Currently holding 582+ verified algorithmic solutions across competitive programming ecosystems:

• Codeforces (@RidC0der): 462 problems solved (Max Rating: 1082). Focused on math, greedy logic, and constructive implementations.
• CodeChef (@ridc0der): 50+ problems solved (Peak Rating: 1278, 1★ Coder).
• LeetCode (@RidC0der): 70 problems solved (Advanced graph theory and dynamic programming patterns).

# Currently Learning:
+ Advanced Data Structures & Algorithms
+ Backend System Design
+ Machine Learning & AI Applications
+ DevOps & Cloud-Native Architecture

# Open To Opportunities:
! Full-Stack Development Projects
! Open Source Contributions
! AI / Machine Learning Projects
! Backend & DevOps Systems

SYSTEM STATUS: ONLINE
CORE: ACTIVE
FIREWALL: SECURE
CURRENT MODE: LEARN • BUILD • SCALE