"Focused on host telemetry & eBPF detection, vulnerability research across web and network layers, and defensive systems hardening."
Cybersecurity Analyst, Systems Engineer, and Security Researcher with an engineering-first approach to information security. Blends low-level systems mechanics with offensive penetration testing to discover security gaps, build automated telemetry engines, and engineer resilient production architectures.
- Host & Systems Telemetry: Linux kernel behavioral monitoring, process tree tracking, and eBPF anomaly detection.
- Offensive Security & Red Teaming: Adversary emulation, network protocol fuzzing, web application penetration testing (OWASP Top 10), and blind database injection research.
- Defensive Engineering: Cryptographic authentication architectures (TOTP, JWT RS256, Argon2id), network container isolation, and offline EDR engines.
- Community Research: Active security researcher with DEF CON Group Coimbatore (DCG 91422).
[SYSTEM TELEMETRY SUMMARY]
Identity : KALEESWARAN S
Discipline : Cybersecurity Analyst & Systems Engineer
Network : LinkedIn & GitHub Repositories
Focus Areas : eBPF Telemetry | Vulnerability Research | Security Tooling | Systems Hardening
Status : Active & Open for Security Engineering Opportunities
Showcasing selected security research, software tooling, and architectural systems engineered for defensive resilience and offensive validation.
Offline Linux Endpoint Detection & Response Engine
System & Domain: Security Engineering & Host Telemetry
Verification Status: Completed • Functional Telemetry Prototype
Repository: github.com/KALEESWARANS-CYBER00/redalert-edr
- Overview: Offline Endpoint Detection & Response engine for host-level behavioral telemetry, anomalous process identification, and automated threat isolation on Linux.
- Threat Vector: Linux kernel-level process anomalies, unauthorized privilege escalation, stealth persistence mechanisms, and anomalous socket connections.
- Architectural Highlights:
- Kernel behavioral telemetry & process tree monitoring
- Heuristic rule engine for rapid anomaly detection
- Automated process freeze and network isolation routine
- Lightweight offline telemetry logging without cloud dependence
- Tech Stack & Core Technologies: `Python` · `Linux Kernel` · `Threat Detection` · `EDR` · `eBPF`
Adversary Simulation & Social Engineering Awareness Platform
System & Domain: Defensive Security & Adversary Simulation
Verification Status: Completed • Active Educational Engine
Repository: github.com/KALEESWARANS-CYBER00/clicktrap
- Overview: Adversary simulation and social engineering awareness platform demonstrating file camouflage, payload masquerading, and human vulnerability surfaces.
- Threat Vector: Phishing techniques, double-extension file masquerading, spear-phishing payload simulation, and employee awareness telemetry.
- Architectural Highlights:
- Interactive adversary scenario simulation engine
- Dynamic payload masquerade and decoy file demonstrator
- Real-time behavioral training feedback & risk scoring
- Educational threat breakdown and defense recommendations
- Tech Stack & Core Technologies: `React` · `Social Engineering` · `Security Education` · `Simulation`
Automated Heuristic SQL Injection Scanner & CVSS Audit Generator
System & Domain: Offensive Research & Vulnerability Assessment
Verification Status: Completed • CLI Tooling
Repository: github.com/KALEESWARANS-CYBER00/sqli-report
- Overview: Automated command-line vulnerability assessment tool conducting heuristic database injection analysis, blind verification, and structured reporting.
- Threat Vector: Unsanitized user inputs, boolean-based blind SQLi, time-based blind SQLi, and union-based extraction vectors across relational DBMS.
- Architectural Highlights:
- Adaptive HTTP parameter crawling and payload fuzzing
- Differential response parsing & time-anomaly verification
- Automated vulnerability grading based on CVSS scoring
- Structured markdown and terminal audit report generator
- Tech Stack & Core Technologies: `Python` · `Penetration Testing` · `OWASP Top 10` · `CLI Scanner`
Containerized Resolution Poisoning & Protocol Telemetry Testbed
System & Domain: Network Security & Packet Telemetry
Verification Status: Completed • Reproducible Lab
Repository: github.com/KALEESWARANS-CYBER00/dns-lab
- Overview: Containerized DNS testbed for investigating resolution poisoning, recursive query caching anomalies, and network packet telemetry.
- Threat Vector: DNS cache poisoning, Kaminsky vulnerability replication, query spoofing, and man-in-the-middle recursive resolver attacks.
- Architectural Highlights:
- Multi-container isolated Bind9 recursive and authoritative DNS nodes
- PCAP packet telemetry capture & Wireshark protocol dissection
- DNSSEC cryptographic validation and integrity test suite
- Automated attack payload simulation and anomaly logger
- Tech Stack & Core Technologies: `Docker` · `Wireshark` · `DNSSEC` · `Networking` · `Bind9`
Cryptographic Identity Verification & Hardened Token Architecture
System & Domain: Full-Stack Security & Identity Protocols
Verification Status: Completed • Production Prototype
Repository: github.com/KALEESWARANS-CYBER00/authify
- Overview: Hardened identity verification architecture implementing time-based OTP workflows, cryptographically signed JWT sessions, and rate-limited endpoints.
- Threat Vector: Credential stuffing, session hijacking, replay attacks, brute-force token guessing, and timing attacks on cryptographic hashing.
- Architectural Highlights:
- Time-based One-Time Password (TOTP) state verification
- Cryptographically signed, rotating JWT session management
- Adaptive IP & user-based sliding window rate limiting
- Constant-time token validation and Argon2id password hashing
- Tech Stack & Core Technologies: `Node.js` · `Express` · `JWT` · `REST API` · `Argon2`
Automated Attack Surface Discovery & OSINT Framework
System & Domain: Offensive Research & Attack Surface Mapping
Verification Status: Completed • Recon Framework
Repository: github.com/KALEESWARANS-CYBER00/ReconMap
- Overview: Automated attack surface discovery and reconnaissance framework conducting passive OSINT, subdomain permutation enumeration, and port telemetry.
- Threat Vector: Unmapped shadow IT assets, exposed administrative endpoints, subdomain takeover vectors, and public IP vulnerability exposures.
- Architectural Highlights:
- Asynchronous multi-threaded subdomain bruteforcing engine
- DNS wildcard filtering and certificate transparency log scraping
- Integration with Nmap NSE scripts for rapid service fingerprinting
- Comprehensive visual graph export for attack surface reporting
- Tech Stack & Core Technologies: `Python` · `Nmap API` · `OSINT` · `Reconnaissance` · `DNS Enumeration`
Terminal-Native Penetration Testing Automation Suite
System & Domain: Security Engineering & CLI Automation
Verification Status: Completed • Operational Toolkit
Repository: github.com/KALEESWARANS-CYBER00/kali-cli
- Overview: Terminal-native penetration testing automation toolkit providing standardized execution wrappers for reconnaissance, vulnerability scanning, and credential audits.
- Threat Vector: Repetitive operator errors during penetration testing engagements, missed assessment vectors, and unstandardized command outputs.
- Architectural Highlights:
- Modular CLI orchestrator with custom bash script automation
- Automated multi-tool execution pipelines for network discovery
- Structured parsing of standard security utility outputs
- Zero-dependency execution across standard Debian and Kali environments
- Tech Stack & Core Technologies: `Bash` · `Python` · `Kali Linux` · `CLI Automation` · `Security Tooling`
A comprehensive overview of competencies spanning offensive security, systems engineering, cloud architecture, and software development across 10 specialized categories:
Enterprise security posture, comprehensive threat assessment, and adversary defense.
- Offensive Security & Red Teaming: Cybersecurity, Offensive Security, Red Teaming, Penetration Testing (VAPT), Web Application Security, API Security, Network Security, Cloud Security
- Systems Defense & Threat Research: Active Directory Security, Linux Security, Windows Security, Security Assessment, Vulnerability Assessment, Threat Modeling, Security Testing, Security Auditing, Security Research
Adversary simulation, attack surface discovery, and tactical penetration testing.
- Tactical Focus: Red Teaming, VAPT, Penetration Testing, Web Security, API Security, Network Security, Active Directory Security
- Adversary Tradecraft: Initial Access Techniques, Lateral Movement, Attack Surface Analysis, Security Testing
Vulnerability research, binary exploitation, reverse engineering, and payload engineering.
- Exploit & Research Engineering: Binary Exploitation, Reverse Engineering, Shellcode Development, Payload Development, Privilege Escalation, Vulnerability Research, Web Exploitation, PoC Development
- Advanced Persistence & Operations: Post-Exploitation, Persistence Techniques, Command & Control (C2), Security Automation, CTF (Capture The Flag)
Resilient cloud infrastructure, serverless architectures, and defense-in-depth on AWS.
Certification: AWS Certified Cloud Practitioner • In Progress
| AWS Pillar | Services & Technologies |
|---|---|
| Compute | EC2, Lambda, ECS, EKS, ECR, Elastic Beanstalk, Auto Scaling |
| Storage | S3, EBS, EFS, AWS Backup |
| Database | RDS, DynamoDB |
| Networking | VPC, Route 53, CloudFront, ELB (Elastic Load Balancing) |
| Security | IAM, KMS, WAF, Shield, ACM, GuardDuty, Security Hub, Secrets Manager, Inspector, Trusted Advisor |
| DevOps | CodeBuild, CodeDeploy, CodePipeline, CodeCommit, CloudFormation |
| Monitoring | CloudWatch, CloudTrail, Systems Manager, AWS Config |
| Messaging & APIs | SQS, SNS, EventBridge, Step Functions, API Gateway |
Industry-standard offensive toolkits, network protocol dissectors, and debuggers.
Burp Suite · Nmap · Metasploit · Wireshark · Ghidra · GDB · pwndbg · Hashcat · John the Ripper · Hydra · sqlmap · ffuf · Gobuster · Netcat · Docker · Git · Linux · Bash · Python for Security
Modern application development across frontend, backend, APIs, and microservices.
- Core Capabilities: Full-Stack Web Dev, Java, JavaScript, TypeScript, Python (Basic), React.js, Node.js, Express.js, Spring Boot
- Architecture: REST APIs, Microservices, HTML5, CSS3, OOP, Data Structures & Algorithms
Core compiled, systems, and scripting languages for engineering and automation.
Java · JavaScript · TypeScript · Python · C · C++ · Bash · SQL
Relational DBMS, document stores, in-memory caching, and query optimization.
- Engines & Stores: MySQL, MariaDB, PostgreSQL, MongoDB, Redis
- Data Engineering: Database Design, SQL, NoSQL, Database Optimization
Event-driven architectures, distributed queuing, and scalable asynchronous processing.
Apache Kafka · Event-Driven Architecture · Message Queues · Distributed Systems · Asynchronous Processing
Containerization, automated CI/CD pipelines, and secure cloud delivery.
Git · GitHub · Docker · CI/CD · Linux · REST APIs · Microservices · Containerization · Infrastructure Fundamentals · Cloud Deployment · Application Security
| Platform / Organization | Milestone | Verified Proof / Scope |
|---|---|---|
| TryHackMe | Top 4% Global | 114-Day Continuous Streak • 93 Completed Rooms • 13 Badges |
| LeetCode | 281 Problems Solved | Global Rank ~499k • Core Focus: Algorithms & Complexity (Java/Python) |
| DEF CON Group Coimbatore | DCG 91422 Active Researcher | Technical talks, RF/hardware hacking labs, offensive meetups |
| Google Cybersecurity Certificate | Credential ID: P34KOVQ3ZEWA (SIEM, Python, Incident Response) |
|
| Meta | Meta Front-End Developer Certificate | Credential ID: 54B52CBE26FF (Web Architecture & Secure UI) |
Channels for technical discussions, vulnerability research collaboration, security audits, and full-time security engineering roles:
| Channel | Platform Reference | Action / Connection |
|---|---|---|
| LinkedIn Profile | linkedin.com/in/kaleeswarans25 |
Connect on LinkedIn • Professional Network |
| Security Repositories | github.com/KALEESWARANS-CYBER00 |
Explore GitHub • Open-Source Work |
| Technical Practice | tryhackme.com/p/kalees |
Inspect Profile • Top 4% Rank |
| Problem Solving | leetcode.com/u/kaleeswaran/ |
Inspect Solutions • 281 Solved |
PROFESSIONAL INQUIRIES VIA LINKEDIN • RESPONSE SLA < 24H
Designed & Engineered by Kaleeswaran S (@KALEESWARANS-CYBER00)

