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thromel/README.md

Tanzim Hossain Romel

Software engineer and researcher building developer tools, SRE benchmarks, AI-agent infrastructure, and reliable open-source systems.

Portfolio | Projects | Open Source PRs | Google Scholar | LinkedIn


Open Source Focus

I use GitHub as a working portfolio: upstream fixes, benchmark harnesses, agent tooling, and small products that ship.

June 2026 snapshot: 69 public authored PRs, including 58 PRs outside my own repositories and 44 merged PRs. Full index: author:thromel public PRs.

Current contribution lanes:

  • .NET and data systems: EF Core correctness fixes, runtime migration work, relational behavior, and developer-facing diagnostics.
  • Developer tooling: RefactoringMiner MCP/WebDiff work, AST-diff correctness, compiler/toolchain fixes, and AI-assisted review workflows.
  • Local infrastructure: Apple container networking, hostname/DNS behavior, and Compose compatibility.
  • SREGym and agent evaluation: Kubernetes/SRE benchmark scenarios, context-compilation tooling, and evidence-focused patch validation.

Selected Upstream Contributions

Project Contribution lane PRs
dotnet/efcore EF Core correctness, migrations, and relational behavior #38493 complex collection original values, #37560 nullable complex reload, #37415 runtime migration creation/application, #37380 ON DELETE SET DEFAULT
SREGym/SREGym Kubernetes/SRE benchmark problems and failure-mode modeling #828 Calico route-reflector label drift, #821 priority preemption cascade
tsantalis/RefactoringMiner MCP server support, WebDiff workflows, AST-diff robustness, performance fixes 15 authored PRs, including #1063, #1064, #1085, #1087, #1101
apple/container and Container-Compose Apple container networking, hostname/DNS behavior, and Compose compatibility apple/container#1810, #1811, #1813, #1815, Container-Compose#119
microsoft/TypeScript, microsoft/typescript-go Compiler behavior, declaration emit, and type-system edge cases TypeScript#62836, #62899, #62904, #62931, typescript-go#3314
langchain-ai and openai/openai-python Agent/tool schema handling, model API behavior, and CLI reliability langchain#34248, #34201, #34376, deepagents#2396, openai-python#2765
Kaliumhexacyanoferrat/GenHTTP, gudarzi/SaveHere, ohmyzsh/ohmyzsh Web framework behavior, downloader reliability, and developer tooling quality-of-life fixes GenHTTP #770, #771, #772, #773; SaveHere #69, #71, #72, #73; ohmyzsh#13472

Selected Projects

Project What it is Why it is here
ChannelDeck Native macOS IPTV player for Xtream-style accounts Public Swift app with releases; latest release adds multiview playback, local recording, saved layouts, and M3U export
ctxhelm and HelmBench Local-first context compiler, MCP context broker, and benchmark work for AI coding agents Systems/tooling research around context quality, navigation, and agent workflows
PatchSmith Coding agent for software-maintenance tasks with sandboxed patch validation and evidence reports Agentic repair workflow that keeps patches tied to validation evidence
1brc-csharp .NET 10 solution for the One Billion Row Challenge Performance-oriented C#/.NET systems work
Yet-Another-C-Compiler C/C++ compiler project Older systems project showing compiler pipeline work and low-level implementation experience
CSE306 Computer Architecture Sessional ALU, floating-point adder, and pipelined 8-bit MIPS processor work Older computer-architecture project with simulator-facing hardware design artifacts
CSE-314 Operating System Sessional Operating-systems coursework and systems programming Older low-level C++/systems project that rounds out the portfolio beyond web/profile work

Research

I work at the intersection of software engineering, security, and AI-assisted development.

  • AI for Software Engineering
  • Software Security
  • LLM Agent Security
  • Empirical Software Engineering

Selected work:

  • An Empirical Study on Remote Code Execution in ML Model Hosting Ecosystems Large-scale study of roughly 45,000 repositories across five ML model hosting ecosystems. Submitted to TOSEM 2026.

  • The Choice Can Be the Attack: Auditing Aligned Backdoors in LLM Agents Endpoint-black-box audit design for detecting hidden triggers that covertly change which valid option an LLM agent chooses.

About

Software Engineer at IQVIA building healthcare systems at scale. Incoming M.Sc. in Computing Science student at the University of Alberta starting in September 2026, joining U-A-Goose.

I am most interested in systems where engineering quality is measurable: reproducible benchmarks, reviewable patches, runtime evidence, and security boundaries that hold up under real workflows.

Contact

Pinned Loading

  1. dotnet/efcore dotnet/efcore Public

    EF Core is a modern object-database mapper for .NET. It supports LINQ queries, change tracking, updates, and schema migrations.

    C# 14.7k 3.4k

  2. langchain-ai/deepagents langchain-ai/deepagents Public

    The batteries-included agent harness.

    Python 25.2k 3.6k

  3. tsantalis/RefactoringMiner tsantalis/RefactoringMiner Public

    Java 494 161

  4. ctxhelm ctxhelm Public

    Local-first context compiler and MCP context broker for AI coding agents

    Rust 2

  5. microsoft/TypeScript microsoft/TypeScript Public

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

    TypeScript 109k 13.5k

  6. SREGym/SREGym SREGym/SREGym Public

    Can AI agents resolve production incidents?

    Python 211 94