Code. Automation. AI.
Engineering tools, automation frameworks, and productivity systems built to accelerate research and simulation workflows.
AI · Workflow
Claude
General chat for ideation, quick research questions, drafting, and lightweight summarisation — no codebase context, no tool-use.
Claude Code
Coding work in VS Code extension or the desktop app — file edits, repo-aware refactoring, terminal-integrated debugging, and review loops.
Multi-Agent Orchestration
Three-stage execution: Plan Mode → Codex cross-validation → specialist subagents (developer / debugger / analyst / tester / verifier) running the implementation.
AI · Harness Engineering
MCP Servers
Model Context Protocol servers connecting Claude to external systems — filesystem, browser, EndNote, Notion, Google Drive, and scheduled tasks.
Skills
Reusable capability bundles auto-loaded per task — PDF, DOCX, XLSX, PPTX, design review, research synthesis, and project-specific helpers.
Hooks
Event-driven automations along the agent lifecycle — pre/post tool, session start/stop, prompt submission gates, and stop-time review hooks.
Subagents
Specialist Claude agents (developer / debugger / architect / researcher / analyst / tester / tech-writer / verifier) coordinated by an orchestrator.
Slash Commands
Project-scoped commands that wrap recurring workflows — /codex:rescue, /codex:review, /research-toolkit, /sync-papers, /portfolio-update, etc.
Project
Aspen Automation Framework
Python automation pipeline for Aspen Plus — DOE generation, parallel simulation execution, surrogate model training, and optimization. Enabled a 1,575-case study completed in hours instead of weeks.
SBH Thermal Reactor Framework
ODE-based thermal simulation framework for reactor configurations — separates model definition, scenario specification, and execution. Powers the 5-scenario heat recovery comparison study.
Dashboard
Local HTML dashboards for Pareto front, grid sweep, weekly research updates — annotated figures and convergence views.
View project →Presentation
Slide-format research updates and conference materials — methodology walkthroughs and annotated figures.
View project →Portfolio Site
This very site — Astro + Tailwind + Cloudflare Pages. Source of truth for research, code, and recognition.
View project →