I build and study dependable agentic systems — AI that operates real software, and the evidence that proves it works.
Engineer at IQVIA, researching AI for SRE, coding agents, agent security, and software-evolution tooling. B.Sc. in CSE from BUET; starting an M.Sc. in Computing Science at the University of Alberta in September 2026.
01 — Research
I study how AI agents behave on real software systems: what context they read, which actions they choose, and what evidence they leave behind.
An AI-native benchmark for Site Reliability Engineering agents: real incidents, real systems, machine-checkable evidence.
Agent security SHIFT aligned-backdoor audit with Chowdhury Rakin HaiderDetecting triggers that steer an agent's choice between valid options toward an attacker's target. Submitted to TACL 2026.
Coding agents ContextLedger, ctxhelm, PatchSmith, and history-aware codingLocal-first tooling that makes agent context, repair loops, and repository history measurable instead of anecdotal.
Software evolution RefactoringMiner MCP work with Nikolaos Tsantalis and JetBrainsConnecting refactoring analysis with coding agents through an MCP server, in active collaboration with the maintainers.
02 — Selected Work
Large-scale study of roughly 45,000 repositories across major ML model hosting ecosystems, measuring unsafe deserialization, eval injection, malware signals, and recurring developer security misconceptions.
SHIFT checks whether a trigger changes which valid option an agent chooses, and whether that movement favors the attacker's target. With Chowdhury Rakin Haider.
Multi-agent framework for generating relational database schemas and ER diagrams from requirements, with auto-repair and formal verification.
Patient-centric blockchain framework for electronic health records using encrypted off-chain IPFS storage and Ethereum-based access control.
03 — Open Source
Merged local MCP tooling, WebDiff workflow support, merge-parent-aware commit diffs, assertion-migration matching, and single-page PR review affordances.
SRE benchmark infrastructure SREGymAdded and hardened Kubernetes reliability benchmark problems, including priority-preemption cascade and Calico route-reflector label-drift scenarios.
Data access infrastructure EF CoreMerged targeted data-stack changes around runtime migration creation/application, ON DELETE SET DEFAULT behavior, and nullable complex-property reload handling.
04 — Experience
Remote summer research internship at the University of Illinois Urbana-Champaign through UIUC++ Summer Research in Software Engineering (SRSE) 2026 with Professor Tianyin Xu's group, focused on software and systems reliability research.
Backend engineer on the KPI Library team, building .NET/C# microservices for healthcare analytics workflows over large patient-level datasets. IQVIA (NYSE: IQV) provides analytics, technology solutions, and clinical research services to the life sciences industry, with 74,000+ employees across 100+ countries.
Built an e-commerce aggregator platform that let brands promote products by pulling listings from multiple e-commerce sites across Bangladesh.
05 — Education
Starting the M.Sc in Computing Science program in September 2026, with interests in software engineering research, trustworthy AI, distributed systems, and LLM systems. I will be joining the U-A-Goose software...
Dean's List Award - Level 2 (outstanding academic performance) Notable Courses: Machine Learning, High Performance Database Systems, Fault Tolerant Systems, Data Structure and Algorithms, Operating Systems, Computer Security
Placed 15th in Rajshahi Board, received Talentpool Scholarship, A+ in all subjects with 96.5% marks in Physics, Chemistry, and Higher Mathematics
06 — Projects
Research prototype inside an OpenCode fork for making coding-agent context management measurable. It converts long-session history into typed events with provenance, token cost, recoverability, file hints,...
Research platform for evaluating software-maintenance agents with reproducible repair runs, public issue tasks, DeepAgents traces, sandbox validation, model token and cost metadata, failure reports, and readiness...
Rust project for helping coding agents inspect the right files before they edit. ctxhelm ships as v2.4.0 through GitHub release archives and Homebrew, with checksum, archive,...
Freelance learning project where I am building a small Docker-like runtime in Go. It covers process isolation, namespaces, filesystem setup, container networking, and command-line behavior.
07 — News
Jun 2026Paper under review at ICSE 2027. 'An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems' is under review at the International Conferenc...
Jun 2026Paper submitted to TACL 2026. Submitted 'The Choice Can Be the Attack: Auditing Aligned Backdoors in LLM Agents' to the Transactions of the Association for Computation...
Jun 2026Started remote UIUC research internship. Started a remote summer research internship at the University of Illinois Urbana-Champaign through UIUC++ Summer Research in Software Eng...
Feb 2026Paper submitted to TOSEM 2026. Resubmitted 'An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems' to ACM Transactions on Software En...
08 — Toolbox
Get in touch
I'm always interested in research collaborations, open-source work, and hard systems problems.