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Windows Search Indexer Forensic Analysis
Feb 2026 – Present
Comparative forensic investigation of Windows 10 vs 11 Search Indexer behaviors. Recovered deleted artifacts via Physical String Extraction, Temporal Metadata Carving, and WAL/USN Journal analysis.
Digital ForensicsSQLitePowerShellFILETIME
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LLM-Assisted Network Security System
Feb 2026 – Present
LLM-based triage framework ingesting Suricata/Zeek telemetry. Correlates network data with social media-based C2 channels and generates prioritized verdicts with visual dashboards to reduce analyst alert fatigue.
LLMSuricataZeekSOC Automation
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Auto-Reactive Deception Honeynet
Sep 2025 – Dec 2025
Multi-tier honeynet with a Python-based Deception Engine using Ansible to auto-respond to honeytoken triggers. Centralized TTP logging pipeline mapped to MITRE ATT&CK and D3FEND frameworks.
HoneypotAnsibleiptablesMITRE ATT&CKrsyslog
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Multi-Agent System for Railway Track Inspection
Jan 2025 – Apr 2025
Led a team of 3 to engineer a multi-agent rover system for autonomous railway inspection. Built a real-time YOLO-based computer vision pipeline for crack detection with MQTT protocols for inter-rover communication.
Multi-AgentYOLOMQTTComputer VisionVIT
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Marine IoT Platform for Climate & Weather Analytics
CMU 14-767 · 2025–2026
Designed a low-power ocean buoy network (50 nodes, 25 km²) for real-time marine weather data collection. Used LoRaWAN with aggressive energy management — solar charging, hardware-level power gating, and 2-hour duty cycling — to achieve a 2+ year target lifespan, feeding data into storm prediction models via a satellite backhaul.
LoRaWANIoTCoAP/UDPArduinoPower ManagementCMU
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HI-RORA: Human Imitation Remote Operated Robotic Arm
VIT Chennai · Research
Designed and built a teleoperated robotic arm with integrated haptic feedback for high-risk environments (nuclear, surgical, space). The system emulates human hand movements using flex sensors and servo motors, giving operators real-time tactile sensation for precision control.
RoboticsHaptic FeedbackTeleoperationServo MotorsEmbedded Systems
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Aerial Wi-Fi Recon: Drone-Based Network Mapping
VIT Chennai · Research
Built a drone-mounted Raspberry Pi system for aerial wardriving and Wi-Fi security assessment. Used signal strength-based path planning for 3D trilateration of access points, with automated host discovery and banner grabbing to identify network services and vulnerabilities at altitude.
Drone SecurityRaspberry PiWardrivingNetwork ReconBanner GrabbingGPS
Intellectual Property
Patents 5 published
App. No. 202541075300 · Indian Patent Office · Filed Aug 7, 2025
● Published
System and Method for Mitigating Cyber Attack
Invented an automated cyber attack mitigation framework leveraging Double Deep Q-Networks (DDQN) to automate responses in high-interaction honeypot and production environments, keeping attackers engaged to collect TTPs and bolster defenses.
DDQN
Reinforcement Learning
Honeypot
TTP Collection
App. No. 202541045119 · Indian Patent Office · Filed May 9, 2025
● Published
System and Method for Navigation Assistance
Developed a navigation assistance system aimed at visually impaired individuals, providing contextual route guidance and environmental awareness to improve safe and independent navigation.
Assistive Technology
Navigation
Accessibility
App. No. 202541037741 · Indian Patent Office · Filed Apr 18, 2025
● Published
System for Portable Water Containers for Hydration Management
Introduces a smart hydration management system using sensor-enabled containers to monitor and optimize water consumption.
IoT
Sensors
Health Tech
App. No. 202541003201 · Indian Patent Office · Filed Jan 14, 2025
● Published
Device to Convert Wireless Communication Signals into Electrical Energy and Method Thereof
Presents a device for harvesting ambient wireless signals and converting them into usable electrical energy for low-power systems.
Energy Harvesting
RF Systems
Low-Power
App. No. 202441044502 · Indian Patent Office · Filed Jun 8, 2024
● Published
A Smart Travel Assistance System Enabling Users for Cashless Commute, and Method Thereof
Proposes a system enabling seamless cashless commuting using digital authentication and automated travel assistance features.
Fintech
Digital Auth
Smart Transit