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nawaaaaaAaar/README.md

nawaar.

South Asian guy brewing zeros and ones.

Computational Social Science · Applied AI · Public Policy

I'm a master's student at IIT Jodhpur studying Computational Social Science. My research is on digital inequality and AI governance. Outside of that I write software — mostly small security tools for AI agents — and send fixes upstream when I find bugs in libraries I use.

Open source

Merged upstream fixes:

Project Fix
fairlearn/fairlearn (2.3k★) #1801 — stop deprecated pandas Series growth in reductions
mlco2/codecarbon (1.9k★) 3 merged PRs, incl. #1439 — preserve multi-digit GCP region numbers
python-babel/babel (1.5k★) #1401 — keep timedelta sub-second precision through format_timedelta
petl-developers/petl (1.3k★) #766 — close XLSX workbooks when iteration exits early
pypa/pyproject-metadata #345 — preserve empty inline readme and license text
xarray-contrib/cf-xarray #674, #675 — coordinate and geometry decoding fixes
sara-czasak/py-simple-wrap #402 — streaming CSV row iterator for easy_csv

Things I maintain

  • agent-config-audit — scans AI agent configs for risky permissions, unpinned MCP servers, exfiltrating hooks and prompt-injection patterns
  • agent-threat-model — describe an LLM-agent system in YAML, get a STRIDE + OWASP Agentic threat model with a ranked register
  • agent-security-skills — Claude Code plugin and agentskills.io pack for securing LLM agents
  • agentdojo-mcp — runs AgentDojo's benchmark against real MCP servers
  • agentic-semgrep-rules — Semgrep rules for AI agent code
  • ai-agent-incidents — incident database for AI agent failures

Other work: adaptive-knowledge-graph, aequitas, agentic-evolution-harness, HA-RohlikCZ.

Elsewhere

Research, writing and photography at nawaar.pplx.app.

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