Blue Team · Threat Hunting · Detection Engineering
Building better detections, investigating suspicious behavior, and improving defensive security through practical engineering.
Cybersecurity engineer focused on defensive security, threat hunting, detection engineering, and open-source security research.
I work on understanding attacker behavior, making security telemetry actionable, and strengthening tools that defenders rely on.
ORCID: 0009-0006-0583-046X
- SigmaHQ / pySigma — parsing, correlation handling, and robust Sigma rule processing.
- Velociraptor — Windows forensic artifact corrections and ATT&CK mapping maintenance.
- Splunk Sigma backend — correcting query precedence in SPL and SPL2.
- Sysmon Modular — mapping WMI permanent event subscription events to MITRE ATT&CK.
- Volatility 3 — Windows memory forensics error handling.
- DefectDojo — robust vulnerability intelligence ingestion.
54 merged pull requests across 44 independent upstream repositories.
Every linked PR was merged in the upstream project; open or closed-unmerged PRs are not included.
| Upstream repository | Most recent merged change | Merged PRs |
|---|---|---|
| SigmaHQ/pySigma | fix: compile |re values with the rule's policy | #585 · #545 · #544 · #542 · #541 |
| firewalla/firewalla | Unenforce the per-rule sets of a global domain rule with ipttl | #9954 · #9953 · #9910 · #9909 |
| dgunning/edgartools | fix(search): drop an amendment form code whose root form is also listed | #1545 · #1533 |
| posit-dev/pointblank | fix: support steps with several columns in get_dataframe_report() | #444 · #445 |
| Velocidex/velociraptor | Replace revoked ATT&CK technique IDs in artifacts | #5047 · #5016 |
| Flexget/Flexget | Read the transmission-rpc version once at import | #5263 |
| HKUDS/nanobot | fix(cli): set SPT_NOENV only on Linux | #6232 |
| lingui/swc-plugin | fix: transform a useLingui t nested in a placeholder of another t |
#285 |
| OHF-Voice/wyoming-faster-whisper | Constrain PyAV below 19 until faster-whisper supports it | #130 |
| unitaryai/detoxify | Drop pytest-flake8 from test requirements to fix CI on pytest 9 | #137 |
| olafhartong/sysmon-modular | Map WMI event subscription events (EID 19/20/21) to T1546.003 | #227 |
| open-jarvis/OpenJarvis | fix(speech): constrain PyAV below 19 for faster-whisper | #1094 |
| JFryy/qq | Stringify non-string YAML mapping keys (fixes #73) | #74 |
| pyxem/orix | Support Matplotlib 3.12 ArtistList location | #688 |
| Chocobozzz/PeerTube | Constrain PyAV when installing whisper-ctranslate2 | #7815 |
| orval-labs/orval | fix(core): do not alias self-referencing schemas in single schemas mode | #4298 |
| nuxt/ui | perf(useComponentProps): skip prop resolution for Vue internal flags | #7186 |
| boa-dev/boa | fix(engine): accept lone surrogate escapes in JSON.parse | #5578 |
| huggingface/speech-to-speech | Add an opt-in --torch_num_threads setting for PyTorch CPU threads | #707 |
| coin-or/pulp | Make pulptest work from an installed package | #953 |
| career-ops-hq/career-ops | fix(batch): give node a Windows path for PROJECT_DIR under Git Bash | #5051 |
| Oldcircle/geo-sleuth | fonts: find CJK fonts on Windows, allow a GEO_FONT override | #13 |
| volatilityfoundation/volatility3 | Windows: Raise TypeError instead of a bare raise in virtmap and crashinfo | #2035 |
| NetroScript/Graveyard-Keeper-Savefile-Editor | Read the Eel version with importlib.metadata (fixes #106) | #107 |
| sgl-project/sglang-omni | [ASR] Probe audio duration with PyAV 19 | #2557 |
| bacescuandrei/macos-inspector | Remove unused imports and variables | #1 |
| oreilles/polars-st | Fix import on Polars 2 (GeoSeries metaclass conflict) | #85 |
| datajuicer/data-juicer | fix(mapper): use the Lexbor parser in clean_html_mapper | #1085 |
| Kometa-Team/Quickstart | Skip no-commit-to-branch in the Lint workflow | #1878 |
| turbot/steampipe-mod-aws-compliance | Fix port ranges in vpc_security_group_restricted_common_ports query | #978 |
| arxhr007/Aliens_eye | Use the Lexbor parser of selectolax (fix ImportError with selectolax 1.0) | #23 |
| yeti-platform/yeti | Install the plugins dependency group in the feed tests workflow | #1408 |
| harry0703/MoneyPrinterTurbo | Constrain PyAV below 19 in requirements.txt | #1582 |
| Kometa-Team/Kometa | Report failed Apprise notifications with Apprise 2 | #3690 |
| wayne-csrs/pySigma-backend-signals | fix: keep correlation event_type unquoted with pySigma >= 1.5.1 | #9 |
| kaixxx/noScribe | Pin PyAV below 19 until faster-whisper supports it | #367 |
| ipython/ipykernel | Update README install command for the test dependency group | #1573 |
| Softcatala/whisper-ctranslate2 | Constrain PyAV below 19 in the package requirements | #154 |
| nornir-automation/nornir | Deprecate legacy Jinja2 rendering helpers | #1103 |
| logpoint/pySigma-backend-logpoint | Fix AttributeError for numeric pipeline pre-filter values | #38 |
| DefectDojo/django-DefectDojo | fix(govulncheck): don't crash on OSV entries without aliases | #16014 |
| SigmaHQ/pySigma-backend-crowdstrike | fix: OR nested inside AND was not parenthesized, widening the emitted query | #25 |
| SigmaHQ/pySigma-backend-splunk | fix: OR/AND precedence inversion widens emitted queries in SPL and SPL2 backends | #77 |
| benmoran56/esper | Fix _get_components() dropping a filter type when the min-size set changes twice | #124 |
Latest confirmed merge: 2026-10-16 (UTC).
View all merged pull requests on GitHub →
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Defensive Security · Detection Engineering · Threat Hunting