Kanhay Thakore
@kanhaythakore
SOC Analyst focused on threat hunting and incident response, building SIEM-driven detections and automation with Python.
What I'm looking for
I’m a CompTIA Security+-certified SOC Analyst with a postgraduate degree in Cyber Security Analysis and AI/ML. I bring hands-on experience in threat hunting, incident response, SIEM-driven log correlation, and MITRE ATT&CK-aligned investigations.
I’ve also built privacy-preserving AI workflows and Python automation to improve operational efficiency. In my Machine Learning Engineer Intern work, I developed a computer vision pipeline (YOLO-based) to detect and blur sensitive data, balancing detection accuracy with real-time performance and strong data anonymization principles.
On the SOC side, I architected a multi-OS SOC lab deploying Wazuh SIEM and Snort IDS for centralized monitoring and file integrity tracking. I simulated multiple attack scenarios and validated detections using Volatility memory forensics, with results focused on reliable, escalation-ready triage.
For DFIR and investigation work, I performed log-driven investigations using the ELK Stack across compromised hosts, reconstructing multi-stage timelines and mapping 20+ attacker behaviors to MITRE ATT&CK for actionable containment. I also validated web command injection by correlating request patterns with endpoint terminal history—then pivoted from IP reputation to isolation and prioritized IoCs for response.
Experience
Work history, roles, and key accomplishments
Automation Developer (Volunteer)
Rise Up Program
May 2024 - Aug 2024 (3 months)
Built Python automation integrating the Google Sheets API with email-to-SMS notifications to streamline operational workflows. Reduced manual administrative overhead by 40% and supported cross-functional requirements gathering and documentation.
Machine Learning Intern
Kevares Autonomous Services
Jan 2024 - Aug 2024 (7 months)
Developed a privacy-preserving computer vision pipeline to blur sensitive data in real time. Trained YOLO-based models achieving 90.6% precision and 88.5% F1-score, and optimized the pipeline to balance accuracy and latency.
Education
Degrees, certifications, and relevant coursework
Algonquin College
Cyber Security Analysis, Cyber Security Analysis
Completed a Cyber Security Analysis program at Algonquin College in 2025.
Humber College
Artificial Intelligence and Machine Learning, Artificial Intelligence and Machine Learning
Completed a program in Artificial Intelligence and Machine Learning at Humber College in 2024.
Gujarat University
Bachelor of Science, Artificial Intelligence and Machine Learning
Earned a B.Sc. in Artificial Intelligence and Machine Learning from Gujarat University in 2023.
Availability
Location
Authorized to work in
Job categories
Skills
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