BanglaBlocker: Security-Intent Benchmark & In-Line Guardrail for Bangla LLMs
Defending multilingual LLMs against prompt injection, jailbreaks, and adversarial attacks across Bangla, Banglish, and Code-Mixed inputs with real-time ~12ms latency.
who I'm helping,
what they're struggling with, and
why this problem matters now.
In short, I build at the intersection of
autonomous AI and decentralized
trust.
I believe that true engineering is about orchestrating chaos into
clarity.
I do that by forging unbreakable DevOps pipelines,
designing frictionless Full Stack interfaces, and deploying
transparent Blockchain architectures to ensure every system I ship is inherently
secure and remarkably human.
A competitive exam and admission preparation platform built solo from scratch. Features real-time timed test halls, negative marking, and daily honors leaderboards.
Visit Platform →Champion of Friction Hackathon (50K Prize). A friction-first blockchain payment protocol featuring smart contract-enforced delays and decentralized DAO governance.
View Protocol →An intelligent nutrition engine powered by GraphRAG and the 2025 National Dietary Guidelines. Condition-aware dietary advice that thinks before it recommends.
View System →Anti-proxy management system with 3-step verification. Secure, scalable infrastructure for academic integrity and automated course records.
Explore Repo →Low-latency multiplayer shooting game. Smooth gameplay via optimized socket communication and room-code matchmaking.
Play Game →COO & AI Research Lead
Shonglap (Startup)
Champion — Friction Hackathon 2026
(1st Place)
Prize: ৳50,000 BDT
B.Sc. in Computer Science and Engineering
(Ongoing)
CGPA: 3.94 / 4.00