Security Operations Engineer specializing in AI-driven threat detection and SIEM engineering. Building intelligent security systems that combine traditional detection methods with machine learning to protect hybrid cloud infrastructure.
Currently developing automated SOC capabilities that achieve sub-5-minute threat detection with 85% accuracy.
π CompTIA Security+ β Certified
π CompTIA CySA+ β Certified
π‘οΈ ISCΒ² Certified in Cybersecurity (CC) β Certified
SIEM & Security Platforms
- Splunk Enterprise (Advanced SPL, Dashboard Design, Alert Engineering)
- TheHive (Case Management & Incident Response)
- AWS Security Services (CloudTrail, GuardDuty, Security Hub)
Security Operations
- Detection Engineering (MITRE ATT&CK Mapping)
- Incident Response & Forensics
- Threat Hunting & Analysis
- Log Analysis & Correlation
AI/ML for Security
- Anomaly Detection (Isolation Forest, Unsupervised Learning)
- Feature Engineering for Security Data
- Python (pandas, scikit-learn, NumPy)
Infrastructure & Automation
- Windows Security Monitoring (Sysmon, Event Logs)
- Cloud Security (AWS IAM, S3, VPC)
- Scripting (Python, PowerShell, Bash)
- Docker & Containerization
AI-Powered Security Operations Center with Real-Time Threat Detection
Enterprise-grade SOC implementation combining traditional SIEM with machine learning for automated threat detection and response.
Key Achievements:
- β‘ 3.2 min MTTD - 99.8% faster than industry average
- π― 85% detection accuracy - Validated with Atomic Red Team
- π‘οΈ 95% MITRE ATT&CK coverage - 151/159 techniques
- π€ 70% workload reduction - Through intelligent automation
Tech Stack: Splunk Enterprise | Python | Isolation Forest ML | TheHive | Sysmon | AWS CloudTrail
SIEM βββββββββββββββββββββ 95%
Detection βββββββββββββββββββββ 90%
Python βββββββββββββββββββββ 85%
Cloud Security ββββββββββββββββββββ 80%
AI/ML ββββββββββββββββββββ 75%
Open to opportunities in Security Operations, Detection Engineering, and Threat Hunting roles.
- πΌ LinkedIn: Connect with me
- π§ Email: rishipatel201717@gmail.com
- π Portfolio: https://www.rishipatelsec.com/
"Building the future of automated security operations, one detection at a time."