I am a Cybersecurity Engineering student passionate about Security Operations, Threat Detection, Ethical Hacking, AI-powered automation, Blockchain Security, and Intelligent Monitoring Systems. I build practical cybersecurity, AI, and blockchain-based solutions using Python, FastAPI, Flask, React, Solidity, NLP, Linux security tools, and local AI models.

Currently focused on:

• 🛡️ Security Operations Center (SOC) Practices
• 🤖 AI Agents & Local LLM Integration
• 🔥 Linux Security Monitoring
• 🌐 Full Stack Security Applications
• 🧠 Natural Language Processing (NLP)
• ⚡ Security Automation & Threat Detection
• ⛓️ Blockchain Security & Zero Trust Systems

🎓 B.Tech Computer Science (Cyber Security) Student 🏫 Manipal Institute of Technology, Bengaluru 🛡️ SOC & Threat Detection Enthusiast 🤖 AI Security & Flask Developer ⚡ Python Automation Developer 🔐 Ethical Hacking Learner ⛓️ Blockchain Security Developer 🧰 IoT & Embedded Systems Builder

• Python
• Java
• C
• JavaScript
• Bash
• Linux Shell Scripting
• SQL
• JDBC
• HTML
• CSS
• React.js
• Node.js
• Express.js
• Flask
• FastAPI
• REST APIs

• SOC Monitoring
• Incident Response
• Threat Hunting
• Threat Detection
• Vulnerability Assessment
• Web Application Security
• Intrusion Detection Systems (IDS)
• Endpoint Security
• Log Analysis
• Security Automation
• Network Monitoring
• OWASP Top 10
• SIEM
• Digital Forensics
• Malware Analysis
• Anomaly Detection

• Wireshark
• Nmap
• Burp Suite
• Wazuh
• Splunk
• AIDE
• RKHunter
• Hashcat
• Hydra
• John the Ripper
• Kali Linux
• Metasploitable
• Windows Defender

• Natural Language Processing (NLP)
• Machine Learning
• Local LLM Integration
• Ollama
• AI Agents
• Intent Recognition
• Data Preprocessing
• scikit-learn
• NLTK
• Anomaly Detection

• Solidity
• Ethereum
• Smart Contracts
• IPFS
• AES Encryption
• SHA-256
• Zero Trust Security
• QR Verification Systems

• Raspberry Pi
• Arduino
• Sensor Integration
• Bluetooth Communication
• Predictive Maintenance Systems
• Solar Tracking Systems

• Linux
• Ubuntu
• Kali Linux
• Windows
• Docker
• Git
• GitHub
• WSL

📅 2023 – Present 📊 CGPA: 7.0

📅 2022 – 2024 📊 Score: 70%

📅 2018 – 2021 📊 Score: 77%

📅 Feb 2026 – Present

• Monitoring and analyzing security events for suspicious activity detection.
• Performing vulnerability assessments and threat hunting.
• Working with SIEM workflows, endpoint security, and log analysis.

📅 Sep 2025 – Oct 2025

• Developed Java-based backend modules using Core Java and OOP.
• Worked on debugging, testing, and API integrations.
• Improved backend reliability and application performance.

📅 Dec 2024 – Jan 2025

• Built an NLP-powered chatbot with automated intent recognition.
• Applied AI and data analytics for text processing and conversational flow optimization.

📅 Oct 2023 – Nov 2023

• Built full-stack applications using MongoDB, Express.js, React.js, and Node.js.
• Developed REST APIs and implemented CRUD operations.
• Worked on authentication modules and deployment workflows.

📅 Aug 2024 – Present

• Led initiatives that increased startup visibility by 70%.
• Built internship and career support systems for students.
• Collaborated with a team of 10 on startup growth and outreach.

📅 Aug 2022 – Nov 2022

• Configured and deployed 30+ systems for clients.
• Resolved 50+ technical issues related to hardware, software, and networking.
• Maintained 95% customer satisfaction through timely troubleshooting.

An AI-enhanced Web Application Firewall (WAF) and Intrusion Detection System (IDS) built using FastAPI, React, and MongoDB.

• Real-time HTTP request inspection
• SQL Injection detection
• XSS detection
• Brute-force detection
• Rate limiting
• IP reputation tracking
• File validation
• Anomaly detection
• SOC dashboard analytics

🔗 Repository: https://github.com/Sampath1232/SentinelShield

A Raspberry Pi-based lightweight security monitoring system built with Flask.

• AIDE File Integrity Monitoring
• RKHunter Rootkit Detection
• USB Monitoring
• Port Scanning
• Log Analysis
• Network Monitoring
• Threat Alerts
• System Health Monitoring

🔗 Repository: https://github.com/Sampath1232/GuardianPI

A secure blockchain-based forensic evidence management platform using Solidity, React, and IPFS.

• Blockchain hash verification
• AES Encryption
• Smart Contracts
• Role-Based Access Control
• IPFS Secure Storage
• QR Verification

🔗 Repository: https://github.com/Sampath1232/VerdictVault

An NLP-powered AI chatbot built using Flask and local LLM integration.

• NLP Intent Classification
• AI Agent Workflows
• Local LLM Integration
• Offline AI Chatbot
• Flask Web Interface

🔗 Repository: https://github.com/Sampath1232/ChatMind-AI

An IoT-based predictive maintenance and hazard detection system built using Arduino Mega 2560 and sensor integration.

• Gas leakage detection
• Fire detection
• Water leakage monitoring
• Temperature and humidity monitoring
• Bluetooth alerts
• Solar tracking automation

🔗 Repository: https://github.com/Sampath1232/Smart-Maintenance-System

✅ Cisco Cyber Threat Management ✅ Cisco Endpoint Security ✅ Certified SOC Consultant ✅ Red Team Threat Intelligence (TryHackMe) ✅ Linux on IBM LinuxONE ✅ Kaspersky Cybersecurity Fundamentals ✅ Introduction to Blockchain Technologies (INSEAD) ✅ Oracle SQL Databases ✅ Edunet Foundation Skills4Future Program ✅ AICTE Industrial Training Program

• Advanced SOC Operations
• SIEM Optimization
• Threat Intelligence
• Autonomous AI Agents
• Local LLM Security Automation
• Advanced Web Security Testing
• Blockchain Security Engineering

https://github.com/Sampath1232

https://linkedin.com/in/sampath-g-l-8a8b82172

lokamanyasampath@gmail.com

• Kannada
• English
• Hindi
• Telugu
• Tamil

I enjoy building AI-powered cybersecurity tools, blockchain security platforms, and experimenting with lightweight local LLM systems on edge devices.

Learn. Build. Secure. Automate.