Professional Summary
Cybersecurity student at HUFLIT with hands-on experience in network security, security monitoring, IDS/IPS deployment, and security automation. Experienced in building SOC lab environments using pfSense, Suricata, Wazuh, and n8n for threat detection and automated incident response.
Also interested in applying Deep Learning techniques such as TCN and Transformer for anomaly detection in network security logs. Seeking an Intern/Fresher Network Security or SOC Analyst position.
Selected Projects
Built a SOC laboratory environment capable of monitoring, detecting, and automating responses to security incidents.
- Designed VLAN segmentation and pfSense firewall rules for monitored network zones.
- Deployed Suricata IDS and centralized host/security telemetry in Wazuh.
- Connected Wazuh detections to n8n workflows for automated incident alerts.
pfSenseSuricataWazuhn8n
Demo: Watch Demo ↗
Designed and developed an AI-powered anomaly detection pipeline for network security monitoring, combining temporal behavioral analysis, risk scoring, and automated alert generation to support SOC operations.
- Built a preprocessing pipeline using the UNSW-NB15 dataset with Label Encoding, StandardScaler, and temporal sequence generation.
- Implemented a Temporal Convolutional Network (TCN) model to learn network behavior patterns and identify anomalous activities.
- Developed a Behavioral Accumulation Engine to track suspicious activities over time instead of evaluating individual events in isolation.
- Designed a risk scoring mechanism combining base anomaly score, behavioral risk, and trend analysis.
- Classified threats into LOW, MEDIUM, HIGH, and CRITICAL severity levels for SOC prioritization.
- Prepared the architecture for integration with Kafka, Wazuh, and n8n-based automated response workflows.
Python
PyTorch
TCN
Kafka
Anomaly Detection
Risk Scoring
Behavior Analytics
Designed, secured, and deployed a production-ready full-stack web platform using Next.js, Prisma, Supabase, and Vercel, focusing on cloud deployment workflow, database migration, environment configuration, and application security hardening.
- Configured a GitHub-to-Vercel deployment workflow with production environment variables and deployment log debugging.
- Migrated the application from local PostgreSQL to Supabase PostgreSQL using Prisma migrations.
- Managed environment variables, database connection strings, authentication secrets, and production configuration.
- Applied CSRF protection, rate limiting, secure cookies, input validation, security headers, tenant isolation, and production-safe error handling.
- Implemented secure authentication, session validation, protected routes, session revocation, and access control.
- Deployed a publicly accessible production environment on Vercel.
Next.jsTypeScriptPrismaSupabasePostgreSQLVercelGitHubCloud DeploymentApp Security
Live Demo: https://plan-pocket.vercel.app/