I focus on hands-on cybersecurity by debugging real-world applications, analyzing system failures, and building practical security labs.

• Debugged authentication and onboarding failures in a multi-service web application
• Worked across frontend, backend, OAuth, and proxy layers
• Focused on session handling, API debugging, and root cause analysis

👉 https://github.com/bala0304/web-app-debugging-case-study

Built a log monitoring and threat triage system for AWS environments Ingests logs from CloudWatch and reduces noise using semantic deduplication Uses AI agents (CrewAI + LLMs) for alert triage and analysis Simulates real SOC workflows with automated detection logic

👉 https://github.com/bala0304/Smart-Log-Monitor

• Security Operations: Log analysis, SIEM basics, threat detection
• Systems: Linux (Kali), Windows administration
• Networking: Wireshark, traffic analysis
• Cloud: AWS (hands-on labs, security scenarios)
• Debugging: API tracing, authentication flows, system troubleshooting

• Building security-focused projects
• Improving real-world debugging skills
• Preparing for SOC / Cloud Security roles

• CompTIA Security+ (Sep 2025)

• Email: neredi07@proton.me
• GitHub: https://github.com/bala0304