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Engineering solutions for operational security problems

LAST UPDATE: 2026.09

AI-Assisted Fraud Review

TLP:AMBER

Collects the context a fraud analyst needs on a signup from a dozen scattered sources into one auditable report, with an advisory LLM verdict. Nothing blocks or approves — a human still decides.

Anti Fraud LLM Kubernetes

Threat Exposure Console

TLP:AMBER

Reads a supply-chain advisory, extracts every affected package, checks them against our own environment, and prices the triage it replaced. Built in 48 hours.

Threat Intelligence LLM Supply Chain

Multi-Agent Alert Triage

TLP:AMBER

Runbook-driven agent graph that reads a human-written runbook, gathers the evidence it names across SIEM and ticketing, and produces a critiqued triage report. New alert types onboard as Markdown, not code.

Google ADK Multi-Agent SOC Automation

ML-Based Registration Abuse Detection

TLP:AMBER

ML-based scoring engine identifying bot/fraud-driven account registrations via structural pattern analysis.

Machine Learning Anti Fraud

Detections-as-Code for SIEM

TLP:AMBER

Exports SIEM detections and dashboards to Git as versioned YAML every night. Content-hash diffing keeps the history real, retired rules are archived rather than vanishing, and each run opens one auto-merging review.

Detection Engineering SIEM Engineering

Supply Chain Exposure Bot

TLP:AMBER

Answers "are we running the compromised package?" in seconds — fanning a version spec out to Wiz SBOM and code scanning at once. Also reverse-looks-up Chrome extension installs across managed devices.

Supply Chain Wiz Chrome Extensions

Detection Engineering Assistant (MCP-Based)

TLP:AMBER

Extended an open MCP server to analyze internal SIEM detections alongside public rule sets, enabling automated MITRE ATT&CK coverage tracking and gap analysis.

Detection Engineering MCP

Syscall-Based Runtime Detection & AI Enrichment

TLP:CLEAR

Falco-based runtime detection stack converting syscall alerts into enriched, investigation-ready insights through AI-assisted analysis.

Terraform Kubernetes Falco Tetragon AI

CI/CD Automation for SIEM Applications

TLP:CLEAR

Built a fully automated CI/CD pipeline for SIEM applications delivery. Eliminated manual packaging and testing , reduced deployment time from hours to minutes.

CI/CD SIEM Engineering Automation