AI Agents • Offensive Security • Workflow Automation

Hi, I’m Saikumar.reddi
B.Tech Cybersecurity (CIC)

I build intelligent AI Agents and secure automation workflows, leveraging Model Context Protocol (MCP) to revolutionize operations. I actively practice offensive security and reverse engineering in lab environments to bridge the gap between building systems and breaking them.

Open to Internships SOC / Blue Team Web Pentesting
security@saikumar:~

$ whoami

Saikumar

$ skills --top

  • Web Development
  • Search Engine Optimization (SEO)
  • AI Agents & MCP
  • Workflow Automation
  • Linux
  • Penetration Testing

$ status

building agents • automating tasks • exploiting targets

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Projects

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Certificates

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Internships

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About Me

Personal Summary

I’m a B.Tech Computer Science & Engineering (Internet of Things and Cyber security including Block chain Technology) student actively seeking cybersecurity internships, focused on building practical, real-world skills through hands-on projects, labs, and continuous practice rather than theory-only learning.

  • Practice daily on TryHackMe labs and use Kali Linux to work with penetration testing tools.
  • Hands-on experience with Linux fundamentals, networking, and basic scripting.
  • Work on hackathon and personal projects.
  • Study CVE disclosures to understand real-world vulnerabilities and attack patterns.
  • Build small workflow automations to improve efficiency and operational understanding.
  • Regularly read AI-related technical and security documentation to track emerging security workflows.
  • Actively targeting SOC Analyst Intern, Security Analyst Intern, Cloud Security Intern, and Blue Team Intern roles.

I value execution, clear documentation, and measurable learning progress over buzzwords or collecting certifications.

Personal Details

  • Location: Andhra Pradesh, India
  • Email: security@saikumar.space
  • Phone: +91-8500043123
  • Focus: AI Agents • CTF labs • Automation
  • Availability: Open for Internships / Projects

What I Do

Blending offensive security with next-gen AI automation and high-performance web solutions.

AI Agents & Automation

Architecting intelligent workflows and custom MCP servers to eliminate technical friction. Specialized in "vibe coding" and autonomous agents that bridge LLMs with local systems.

  • n8n Automation
  • MCP Servers
  • AI Agents
  • Vibe Coding

Cybersecurity & RE

Dissecting binaries to understand logic and practicing exploitation in TryHackMe labs. Focused on Linux hardening, penetration testing, and identifying vulnerabilities at the source.

  • Ghidra / IDA
  • Linux Mastery
  • Pen-Testing
  • Exploit Dev

Web Dev & Digital Strategy

Building responsive, high-performance web applications with a focus on search visibility. Integrating modern SEO practices to ensure technical projects reach their target audience.

  • Web Development
  • SEO Strategy
  • Frontend/Backend
  • Site Optimization

Skills

Bridging the gap between offensive security, AI automation, and high-performance web solutions.

Technical Expertise

AI Agents & MCP (Vibe Coding) 90%
Offensive Security & Pen-Testing 85%
Web Development & SEO 80%
Linux & Infrastructure 85%

Strategy & Systems

Workflow Automation (n8n) 95%
Problem Solving & Logic 95%
Strategic Thinking (CEO Mindset) 85%
Cybersecurity Fundamentals 80%

Tech Stack

n8n
🤖 MCP
🐧 Linux
🛡️ PenTest
🌐 WebDev
📈 SEO
Java
🪐 Jupyter

Career Journey

From Engineering Student to CISO: My 2030 Vision.

2023 — Engineering Foundations

Started Diploma in Computer Engineering. Built core skills in Java, Networking, and Linux architecture.

2024 — Offensive Security Focus

Deepened expertise in Reverse Engineering and CTFs. Adopted the "reverse engineer Mindset" for personal organization and growth.

2025 — AI Agents & Automation (Current)

Building intelligent workflows with n8n and MCP Servers. merging "Vibe Coding" with security operations to automate defense.

2027 — Cloud & Architecture (Goal)

Targeting advanced certifications (OSCP/CISSP). Leading Cloud Security initiatives and deploying autonomous defense agents.

2030 — CISO / Founder (Vision)

Leading high-level security strategy. Managing risk, governance, and AI-driven security teams at an executive level.

Education & Learning

Combining formal engineering foundations with continuous specialized training.

B.Tech — CSE (IoT, Cyber Security & Blockchain)

Institution: SRKR Engineering College

Year: 2025 – 2028 (Expected)

Core Focus: Advanced Network Security, Operating Systems, Java Programming, and the architecture of decentralized systems.

Diploma in Computer Engineering

Institution: Vikas Group of Institutions

Year: 2022 – 2025

Achievement: Graduated with 77.11%

Core Focus: Computer Hardware, Software Fundamentals, and Web Development basics.

Specialized Professional Training

Platforms: TryHackMe, Udemy

Status: Active / Regular Learner

Focus: Mastering n8n AI workflows, offensive security (Pen-Testing), MCP Server development, and SEO strategies.

GitHub Projects

A collection of autonomous systems, security experiments, and productivity tools.

ai-autonomous-lab

An experimental playground for Model Context Protocol (MCP) servers and autonomous n8n workflows that bridge LLMs with local systems.

  • MCP / AI Agents
  • n8n Automation
  • Vibe Coding

krazybuddy

A solo-founder initiative connecting college students for inter-college hackathons and team building to foster a collaborative engineering culture.

  • Full Stack
  • Community Hub
  • SEO Optimized

habit-engineer

A productivity suite built on Atomic Habits principles, designed to optimize daily routines through habit stacking and automated progress tracking.

  • Java / Web
  • CEO Mindset
  • Optimization

fruitbox-secure-chat

A real-time direct chat application focused on low-latency communication and applying offensive security principles for data protection.

  • WebSockets
  • Cyber Security
  • Real-time

Certificates & Achievements

Real-world challenges and continuous learning.

Vedic Vision Bootcamp + 24H Hackathon

Participated in an intensive innovation bootcamp and 24-hour hackathon, solving real-world problems under time pressure.

Issuer: SRKR Engineering College

View Certificate

TryHackMe: Pre-Security & Offensive

Completed learning paths focusing on Network Fundamentals, Web Hacking, and Linux privilege escalation.

Issuer: TryHackMe

View Profile

AI Agents & Workflow Automation

Practical implementation of Model Context Protocol (MCP) and n8n to build autonomous security agents.

Issuer: Independent Project

View Repo

Experience

Real-world problem solving, hackathons, and independent research.

Hackathon Team Lead / Participant

SRKR Vedic Vision Bootcamp + 24H Hackathon • 2025

  • Collaborated in a high-pressure 24-hour environment to prototype innovative solutions.
  • Led the team in technical problem solving, applying IoT and logic to real-world statements.
  • Demonstrated endurance, rapid coding (Vibe Coding), and effective pitch presentation skills.

Independent Security & AI Developer

Open Source / Personal Lab • 2024 – Present

  • Building AI Agents and automating security workflows using n8n and MCP.
  • Conducting Reverse Engineering analysis on Java applications and documenting findings.
  • Developing "StayFinder," a full-stack platform to connect students for inter-college events.

Honors & Achievements

A history of leadership, innovation, and competitive excellence.

Collegiate & Technical

Vedic Vision Hackathon: Top 9 Finalist

Team Lead: "ShadowArmy" • SRKR Engineering College

  • Leadership: Led a 4-member team through a 10-day bootcamp and 24-hour hackathon, securing a Top 9 spot out of 52 teams.
  • Project: Built "A Platform to Engage Individuals and Improve Their Health Habits"—an MVP with habit tracking, gamification, and analytics.
  • Execution: Cleared 5 rigorous rounds (Pitch, Demo, Peer Review, Validation, HOD Assessment) under intense time constraints.

Fire Safety & Professional Training

Vikas Group Institutions

  • Earned formal certification in Fire Safety and Extinguisher usage during a college-led awareness event.
  • Demonstrated commitment to safety protocols and emergency preparedness.

School & Co-Curricular

Science & Innovation Awards

District & School Level Competitions

  • District Rep: Selected for Chekumuki Science Talent Test (Bobbili Mandal) after topping school/mandal rounds.
  • 1st Prize: "Women Safety Hand Gloves" (School Science Day).
  • 2nd Prize: Developed a functional "Portable Dynamo" (8th Grade).

Athletic Excellence

Multi-Discipline Track & Field Champion

  • Running: Consistent 1st place finishes in sprint events.
  • Jumps: Championship results in Long Jump, High Jump, and Triple Jump at the District level.
  • Known for high energy and competitive spirit.

Academic & Social Leadership

School Community Recognition

  • Topper: Ranked 1st in class (6th-7th) and consistently Top 5 (8th-10th).
  • Leadership: Recognized as a favorite student by faculty and a natural leader among peers.
  • Mandal Representative: Competed as part of a 3-member elite science team.

What People Say

Feedback from HODs, Faculty, and Team Members.

“Demonstrated exceptional leadership guiding team 'ShadowArmy' to the Top 9 out of 52 teams. Cleared 5 rigorous rounds including HOD assessment with a functional MVP under intense time pressure.”

— Vedic Vision Evaluation Panel, SRKR Engineering College

Articles & Milestones

My academic journey, security research, and technical learnings.

Diploma in Computer Engineering

Graduated from Vikas Group of Institutions (2022-2025) with 77.11%.

View Details

Reverse Engineering & CTFs

Strategies for Capture The Flag competitions and threat hunting.

Read Notes

AI Agents & MCP Servers

Building AI automation workflows and Model Context Protocol servers.

Read

FAQ

Common questions about my background and technical focus.

Resume

Download the PDF resume of mine.

Resume PDF

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Download Resume

Contact

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Send a Message

Direct Links

Prefer social DMs?.

  • Email: Security@saikumar.space
  • GitHub: github.com/student-arch
  • LinkedIn: linkedin.com/in/reddi-saikumar

Quick Tip

"Take up one idea. Make that one idea your life - think of it, dream of it, live on that idea... This is the way to success."