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A S N V S Iswarya

SOC Analyst / Cybersecurity Apprentice • India • linkedin.com/••••• • drivetube.ai/•••••

Career Objective

SOC Analyst / Cybersecurity Apprentice with 0 years of experience focused on SIEM-based monitoring, log analysis, and entry-level VAPT. Hands-on with PyShark-driven packet capture, behaviour-based detection logic, and a Flask-based incident dashboard that persisted forensic events to SQLite. Practical exposure to Wazuh rule formats and Splunk fundamentals through labs, plus penetration-testing tool experience including Nmap and Wireshark used to validate detection accuracy. Working knowledge of cloud security fundamentals (SC-900) and applied compliance reporting aligned to ISO 27001 and GDPR requirements. Demonstrated incident triage and alert-severity design in academic labs and Capture-the-Flag competitions; holds ISC2 CC and TryHackMe Jr. Pen Tester certifications and seeks an SOC/apprentice role to contribute alert triage, detection tuning, and security documentation.

Education

SCSVMV University
Bachelor's Degree • 2023 – 2027
Aditya Junior College
Class 12th State Board • 2021 – 2023
Akshara School
Class 10th CBSE • 2009 – 2021

Technical Skills

Programming Language: Python,asyncio
Backend Technologies: Flask,Linux
Databases: SQLite
AI/ML Frameworks & Libraries: PyShark
Security Tools & Platforms: Kali Linux,Nmap,Wireshark,Wazuh
Compliance & Governance: ISO 27001,GDPR
Networking & Infrastructure: TCP,IP
Communication Protocols: HTTP

Projects

ExfilDetect – Behaviour-Based Mobile Data Exfiltration Detection
Tools Used: Python, PyShark, Flask, SQLite, AsyncIO, Linux, Nmap, Wireshark, Wazuh, ISO 27001, GDPR, Kali Linux
  • Built a behaviour-based incident monitoring engine in Python using PyShark to capture and parse live TCP/IP and HTTP traffic for mobile upload activity.
  • Implemented Wazuh-compatible anomaly detection rules to tag alerts by severity (LOW/MEDIUM/HIGH) for high-volume uploads and unknown-destination flows.
  • Developed a Flask dashboard streaming live packet feeds and a prioritized alert list; persisted structured events to SQLite for forensic reporting.
  • Created a traffic simulator on Linux to generate benign, moderate, and burst exfiltration patterns used for detector training and regression testing.
  • Executed controlled attack scenarios from a Kali-based VM using Nmap to generate reconnaissance scans and crafted payload uploads to validate detection coverage.

Certifications

Microsoft Certified: Security, Compliance, and Identity Fundamentals (SC-900) — Microsoft
TryHackMe Jr Penetration Tester — TryHackMe • Jun 2026
ISC2 Certified in Cybersecurity (CC) — ISC2 • Apr 2026
Cisco Cybersecurity Defense Analyst Pathway — Cisco
Cisco Networking Technician — Cisco
Cisco Networking Basics — Cisco

Achievements

  • 4th place — 8-hour Capture The Flag (CTF), SAVARA Fest 2026, IIITDM Kancheepuram — 2026: Coordinated recon, exploitation, and reporting tasks under time pressure to deliver timely flags and post-event analysis.

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