01 / Experience / 2025–
Community Volunteer
Continued threat analysis, community security awareness, and operational support for Kerala Police’s Cyber Dome.
BTech CSE (Cybersecurity) at VIT Chennai; ex-security intern at Cyber Dome, Kerala Police; Vice Chair, ACM VIT Chennai. Three peer-reviewed publications.
01 / Experience / 2025–
Continued threat analysis, community security awareness, and operational support for Kerala Police’s Cyber Dome.
01 / Experience / 2025
Phishing campaign analysis and attacker TTPs, OPNsense NGFW deployment, documented firewall rule bypass, site-to-site VPN configuration, network reconnaissance.
01 / Experience / 2025–
Chapter strategy, website security posture, and technical operations for a 200+ member student community.
01 / Experience / 2024–25
Managed and hardened the chapter website, ran event tech operations, and onboarded members across three cohorts.
01 / Experience / 2025
Built a cloud-native attack dataset and ML categorization model under Dr. T. Subbulakshmi. Culminated in an IJCNC publication.
02 / Projects / 2022
A real-world volumetric UDP flood against a FiveM gameserver. Reverse-engineered the botnet from raw PCAP with Python, geo-enriched it with MaxMind GeoLite2, and built an interactive Plotly + Folium dashboard mapping attack origins, TTL-based IP spoofing, and protocol shifts in real time.
02 / Projects / 2025
A production-ready proctored exam platform on Next.js 14 and MongoDB. A five-point server-side validation chain, PC heartbeat telemetry with liveStatus tracking, full admin audit logging, and an AI question bank on Google Genkit that classifies difficulty and emits semantic tags. Ships as Docker.
02 / Projects / 2025
Modular Bash that hardens Ubuntu 22.04 across authentication, SSH, kernel sysctls, logging, firewall, AppArmor and sudo. The firewall module adds SSH brute-force rate limiting, anti-spoofing, scan protection and a strict outbound allowlist. The validator runs 73 CIS L1 controls and emits a PASS/FAIL/WARN dashboard.
02 / Projects / 2026
A full-stack real-time transcription system. Live mic audio, on-device AI, and a collaborative dashboard fed over WebSockets, with mic, CPU, RAM and GPU telemetry from the backend. faster-whisper for speech, ECAPA-TDNN for speaker footprints, and a 0.5B model for offline meeting summaries.
02 / Projects / 2025
SRIP 2025 research under Dr. T. Subbulakshmi: a cloud-native attack dataset plus an ML categorisation model, bridging threat intelligence with machine learning for cloud environments. Shipped as an IJCNC paper in 2026.
03 / Publications / 2026
Journal paper, IJCNC 18(2), 2026.
03 / Publications / 2025
Article in Open Source For You, July 2025.
03 / Publications / IGI Global
Book chapter, IGI Global.
04 / Toolkit / 24 tools