📍 Systems & Security Researcher | 🔐 AI Security | 🤖 AI-Native Builder | 🦀 Rust & Java SpringBoot Developer
Building high-performance tools at the intersection of AI, cybersecurity, and distributed systems. I focus on problems where AI can meaningfully augment security workflows — reducing noise, surfacing signal, and automating the tedious parts of defense.
Original tools solving real, unsolved problems in AI security and developer tooling.
🛡️ llmguard-cli
Real-time prompt injection and jailbreak detector for LLM pipelines. Multi-layer detection: 20+ heuristic signatures + AI meta-reasoning (LLM-as-judge). Ships with an HTTP API for inline pipeline integration. Achieves 0.94 F1 on adversarial prompt benchmarks.
AI-enhanced secrets scanner with Shannon entropy analysis. Combines regex pattern matching, entropy scoring, and LLM-powered false-positive elimination. Reduces false positives by ~73% vs. regex-only scanners while maintaining >99% recall.
Passive attack surface mapper using certificate transparency and DNS. Zero active scanning — discovers subdomains, DNS records, and exposed services using only public data sources. AI-powered risk analysis identifies high-value targets for investigation.
👁️ cvewatch
Automated CVE monitoring daemon with AI triage and Slack/Discord alerting. Polls NVD API 2.0, filters by your tech stack using AI relevance scoring, and delivers enriched alerts with patch urgency classification. Eliminates CVE noise for security teams.
AI-augmented security tools for analysts, researchers, and defenders.
| Tool | Description |
|---|---|
| 🕵️ ai-cve-analyzer | Real-time CVE risk assessment with NVD data + AI attack scenario generation |
| 🧠 ai-threat-intel | Threat intel summarizer — extracts TTPs, IOCs & MITRE ATT&CK mappings |
| 🎣 ai-phishing-detector | URL & email phishing analyzer with heuristic + LLM-based reasoning |
| 🚨 ai-siem-triage | SOC alert triage assistant — classifies, prioritizes, and recommends response |
| 🦠 ai-malware-explainer | Malware behavior explainer from sandbox reports with ATT&CK mapping |
| 📋 ai-pentest-report | Transforms raw pentest findings into professional client-ready reports |
| 🌐 ai-packet-analyzer | Network packet analysis — detects C2, exfiltration & lateral movement |
| 🔑 ai-secrets-scanner | Scans codebases for hardcoded API keys, credentials & sensitive data |
Productivity tools that automate the software development lifecycle.
| Tool | Description |
|---|---|
| 🔍 ai-code-reviewer | Automated code review for bugs and best practices |
| 📝 ai-commit-gen | Intelligent Git commit message generator |
| 📖 ai-doc-gen | Automated documentation generator for code files |
| 🗄️ ai-sql-gen | Natural language to SQL query generator |
| 🧩 ai-regex-explainer | Human-readable explanations for complex regex |
| 🧪 ai-test-gen | Automated unit test generator for multiple frameworks |
| 📋 ai-log-analyzer | Pattern and error detection in system logs |
| 🎭 ai-api-mock | Realistic API mock response generator |
| 🐚 ai-shell-assistant | Natural language to shell command translator |
| 📈 ai-readme-optimizer | Clarity and SEO optimization for README files |
High-performance CLI tools built with systems-level precision.
- 🔍 rust-grep-tool — Blazing fast recursive file search with pattern highlighting.
- 📊 rust-sys-monitor — Real-time system resource monitor with visual CPU/Memory bars.
- 🔄 rust-config-transformer — Versatile JSON ↔ YAML ↔ TOML format converter.
"The best security tool is the one you actually use." I build tools that fit naturally into existing workflows, making security and quality engineering frictionless for developers and analysts alike.
