Hi, I'm
Aspiring Graduate Researcher
Computer Science graduate with research experience in Artificial Intelligence and LLM security, now building hands-on DevOps and MLOps skills
- 2 Publications
- Codeforces Expert
- ICPC Regionalist
- AI
- Cybersecurity
- Blockchain
Research & Publications
SplitSafe Ultra: A Moving-Target Defense Framework for Entropy-Aware Encrypted File Persistence on IPFS
PresentedPresented 2026 · proceedings pendingIEEE XploreActiVisionNet-Fusion: A Dual-Stream Explainable Deep Learning Framework for Driver Drowsiness Detection
PresentedPresented 2026 · proceedings pendingIEEE XploreA Gas-Optimized Blockchain Framework for Scalable Document Verification Using Dynamic Access Control and IPFS
PublishedQuantum-Resistant FOTA: End-to-End Decentralized Firmware Updates for IoT Using Blockchain and CRYSTALS-Dilithium
Published
Entropy-assured post-quantum key generation on IoT edge devices: source independence, measured min-entropy and signature scheme selection
Under ReviewBI-RNN: Biology-Informed Recurrent Neural Networks for Longitudinal Hippocampal Atrophy Forecasting in Alzheimer's Disease
Under ReviewMethodological Rigour and Risk Evaluation of Large Language Models in Mental Health: A Systematic Review
Submitted
Disentangling Label-Space Shift from Domain Shift in Federated Continual Learning for Mental Health Text Classification
Preprint
Education
B.Sc. in Computer Science and Engineering
2022 - July 2026Bangladesh Army University of Engineering & Technology (BAUET)
CGPA 3.82/4.0Natore, Bangladesh
Higher Secondary School Certificate
2019 - 2021Govt. Majid Memorial City College
GPA 5.00/5.0Khulna, Bangladesh
Experience
ELITE Research Lab LLC
June 2026 - PresentQueens, NY, USA (Remote)CurrentResearch Assistant
October 2026 - Present
SupervisorMd Kishor Morol, PhD Student, Cornell University, USA
PIS M Musfequr Rahman, PhD Student, Tampere University, Finland
- Contributing to a journal study that maps attacker-controllable IoT metadata as an indirect prompt-injection surface for LLM-based home agents.
- Measuring which Home Assistant device and integration text fields reach its built-in LLM conversation agents, and how often injected instructions trigger unauthorized physical actions or leak private state in a simulated home.
- Evaluating how provenance tagging, actuating-tool gating and action confirmation reduce attack success, and their cost in benign-task utility.
Research Intern
June 2026 - September 2026
SupervisorMd Kishor Morol, PhD Student, Cornell University, USA
PIShakib Sadat Shanto, PhD Student, University of Maine, USA
- First-authored a systematic review of 82 studies on LLMs in mental health, appraising methodological rigour and risk reporting (hallucination, bias, safety, human evaluation) with a 24-field extraction instrument.
- Studied catastrophic forgetting in federated continual learning for mental health text classification, separating label-space shift from domain shift on Reddit stress and depression data.
- Benchmarked seven training regimes, including FedAvg, FedProx, EWC, replay and centralized baselines, across 10 clients and three seeds with a MiniLM encoder.
Programming Instructor
July 2024 - December 2025BAUET Computer Society, Dept. of CSE, BAUET
Natore, Bangladesh- Conducted programming classes for undergraduate students covering C, C++ and basic data structures.
- Led coding exercises and programming contest preparation sessions to strengthen students' problem-solving and analytical skills.
- Explained programming concepts to students of varying skill levels and supported the development of their programming fundamentals.
Software Engineering Intern
July 2025 - August 2025Lab AR
Dhaka, Bangladesh- Led a team project to develop a web-based Property Management System.
- Contributed to backend development using Laravel (PHP) and collaborated on feature implementation.
Skills & Achievements
Competitive Programming
- 011x ICPC Regionalist (Team: BAUET_Rong_Answer)
- 021x National Collegiate Programming Contest by JU — Rank 149 (Team: BAUET_PARADIGM)
- 032x Inter University Programming Contest — Best Rank 45 at IUT (Team: BAUET_Twisted_Minds)
- 04Ranked 10th, Independence Day Programming Contest, Military Institute of Science & Technology
- 051x Champion, 1x 2nd Runners-up, Intra University Programming Contest (Team)
- 061x Runners-up, Intra University Programming Contest (Solo)
- 071x 1st Runners-up, Intra University Three Minute Thesis Presentation
Technical Skills
Research Interests
Languages
ML & Research
Web & Blockchain
DevOps & Databases
Certifications
Leadership & Volunteering
BAUET Computer Society
President
Previously (5)
Intra University Programming Contest, BAUET
Problem Setter
- Wrote and reviewed the problems that went into the contest set.
- Prepared test cases and reference solutions for each problem.
- Tuned the difficulty so there was something for every skill level.
HULT Prize, BAUET
Officer of Documentation
- Looked after team registrations and records for the campus round.
- Wrote up the event reports once each stage wrapped.
- Kept submission material organised so the committee could find things fast.
Pinned Projects
Folionix
My hands-on DevOps learning project: my BAUET thesis archive rebuilt as a 5-service platform, which I am taking step by step through containers, CI/CD, Kubernetes, Terraform and observability.
LedgerSeal
A decentralized application (DApp) for constant-time document verification with dynamic access control on IPFS, built on an EVM-compatible blockchain.
SupervisorMohammed Golam Sarwar Bhuyan, Professor & Dean, Faculty of ECE, BAUET
BAUET Project & Thesis Archive
A repository website built with Django (MVT & REST) that indexes and presents theses and projects from BAUET.
PheroTube
A basic JavaScript project for API fetching that mimics video streaming platform functionality with dynamic content loading.
Library Management System
A library management desktop application with comprehensive book and user management features.
Fashion Quest
A basic static website using CSS showcasing fashion trends and styles with modern responsive design and elegant layouts.