Real-world solutions built with modern technologies. Each project solves specific problems with clean code, security best practices, and comprehensive documentation.
CV ↔ job description matching with semantic similarity scores.
Strong candidates are missed by ATS due to keyword mismatch.
Python + spaCy + TF-IDF/cosine similarity with clean upload UI.
Faster screening for recruiters and immediate fit feedback.
Scans CSV email exports for risky terms and compliance issues.
Manual review of large email datasets is slow and error-prone.
Python + Pandas ruleset scanning with severity scoring.
Quicker, more consistent compliance checks with audit output.
Hardened Tor+Firefox launcher with privacy verification dashboard.
Users can't easily verify their Tor setup is working correctly.
Automated launcher with real-time privacy posture monitoring.
Confidence in anonymity tools with clear verification metrics.
Automated diff analysis between invoices and payouts.
Manual invoice reconciliation is time-consuming and error-prone.
Streamlit app with pandas for data processing and visual insights.
Reduced reconciliation time from hours to minutes.
Scores CVs against job descriptions with keyword coverage analysis.
Candidates don't know if their CV will pass ATS filters.
spaCy/NLP keyword extraction with scoring and feedback.
Clear feedback loop for CV optimization before applying.
End-to-end encrypted messaging with sane defaults.
Secure communication tools are often complex to use correctly.
CLI tool with good crypto hygiene and user-friendly interface.
Accessible secure communication for technical and non-technical users.
Fast security checks and fixes for Linux system hardening.
Manual security audits are time-consuming and inconsistent.
Automated toolkit for common security misconfigurations.
Rapid security assessment and remediation for Linux systems.
Fast, multi-threaded port scanner with service detection.
Manual network recon is slow for security assessments.
Python multi-threaded scanner with banner grabbing.
Quick service inventory for penetration testing workflows.
I'm always interested in discussing new challenges and opportunities.
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