$ meher_
secure
~$

Meher Sudhakar
Abbireddi

// your friendly neighborhood pentester

Cybersecurity engineer with 3+ years across penetration testing, vulnerability exploitation, and adversarial testing of web, API, cloud, and production AI systems. Performed security engagements on RAG systems and hardened LLM guardrails at Cybertrust America.

0+
years experience
0+
vulnerabilities surfaced
0
certifications
M.Eng
UMD Cybersec
Meher Sudhakar Abbireddi

about

I find exploitable vulnerabilities across web, cloud, and AI security through manual, adversary-driven testing, then translate them into actionable remediation that engineering teams actually ship.

3+ years across penetration testing, vulnerability exploitation, and adversarial testing of web, API, cloud, and production AI systems. Build and validate end-to-end attack chains spanning authentication and authorization bypass, privilege escalation, lateral movement, post-exploitation, source-level review for exploitation primitives, and adversarial testing of LLM and RAG pipelines.

Surfaced 30+ confirmed vulnerabilities, including a novel Denial-of-Wallet attack class on a production RAG pipeline, a high-severity JWT lifecycle flaw on a multi-tenant SaaS platform, and 25+ critical findings at DXC that drove a 35% reduction in production incidents.

I care about the fundamentals: understanding the target, writing tools when off-the-shelf ones fall short, and reporting findings with clear PoCs mapped to CVSS v3, OWASP Top 10, and MITRE ATT&CK.

// currently
  • → Conducting security research
  • → Pursuing OSCP
// based in
United States
// open to
Red team · AppSec · AI security roles

experience

Cybersecurity Analyst - Penetration Tester · Cybertrust America

Sep 2025 - Jun 2026
  • ▸Strengthened a multi-tenant SaaS platform's session security before SOC 2 attestation by surfacing a high-severity JWT lifecycle flaw that survived logout, confirmed by replaying tokens in Burp Suite.
  • ▸Discovered 4+ high-severity findings in a production RAG-based AI application, including a novel Denial-of-Wallet attack class and LLM prompt injection, using Burp Suite and custom Python exploit scripts.
  • ▸Escalated one prompt-injection entry point into data exfiltration and privilege escalation by scripting multi-step PoCs in Python across production LLM orchestration and identity integration layers.
  • ▸Exposed client-side information disclosure in a SOC 2-aligned pentest of a production SaaS platform by auditing frontend assets (role-constant enumeration, admin-route references) in browser DevTools.
  • ▸Strengthened production LLM systems by designing adversarial test suites that proved guardrail-bypass paths, with hardening recommendations adopted by client engineering pre-deployment.
  • ▸Uncovered prompt-injection entry points, hardcoded credentials, and data-leakage vectors through source-level static analysis with Snyk across production LLM orchestration and agentic code.
  • ▸Accelerated client remediation by delivering penetration-test reports scoped to CVSS v3 and OWASP Top 10, pairing technical PoCs with step-by-step guidance adopted pre-production by engineering stakeholders.
LLM SecurityBurp SuitePythonRAGOWASP LLM Top 10OAuth/JWTSnyk

AI Trainer - Cybersecurity Expert (Contract) · Handshake AI

Nov 2025 - Mar 2026
  • ▸Discovered exploitable model behavior across production AI surfaces through indirect prompt injection, refusal-bypass, and context-leakage attacks scripted in Python over layered multi-turn prompts.
  • ▸Strengthened deployed models by turning confirmed bypasses across 4 attack classes into shipped guardrails, input filtering, output validation, and response-policy tuning.
  • ▸Improved automated risk classifiers by scoring model outputs against MITRE ATLAS and OWASP LLM Top 10 across exploitation, malware, and exfiltration misuse classes.
  • ▸Advanced model refusal on dual-use security prompts by authoring adversarial datasets paired with harm rationales, shipping refusal-policy mitigations across 3 cross-team review cycles.
AI Red TeamPrompt InjectionMITRE ATLASOWASP LLM Top 10Python

Red Team Analyst · University of Maryland, College Park

Aug 2024 - May 2025
  • ▸Exploited injection, broken authentication, and access-control flaws on production web apps through authenticated and unauthenticated pentests, with working payloads in Burp Suite and sqlmap for owners.
  • ▸Escalated access across enterprise Linux and Windows infrastructure by chaining service misconfigurations and credential exposure into multi-host pivot paths using Impacket and CrackMapExec.
  • ▸Uncovered cloud workload risk across public-bucket exposure, IAM misconfiguration, and over-scoped roles by auditing IAM policies and CloudTrail logs in production AWS, routing fixes by exploitability.
  • ▸Accelerated recurring engagements by building Python automation for attack-surface enumeration and exploit validation, cutting per-engagement setup time and standardizing reporting output.
Web PentestLinux/WindowsAWS IAMImpacketCrackMapExecPython

Offensive Security Engineer · DXC Technology

Jun 2022 - Aug 2023
  • ▸Discovered 25+ critical vulnerabilities across web, mobile, and API clients, spanning injection, broken access control (IDOR), and authentication bypass, contributing to a 35% reduction in production incidents.
  • ▸Escalated domain privileges across enterprise test Active Directory environments by enumerating attack paths with BloodHound and Kerberoasting and extracting credentials with Mimikatz.
  • ▸Compromised user-awareness and email-security controls through phishing simulations and pretext payloads in recurring red-team social engineering campaigns using GoPhish and Evilginx.
  • ▸Reduced critical-vulnerability detection-to-fix time 30% by running threat-emulation drills across 100+ Linux and Windows systems with Nessus, prioritizing remediation by CVSS score and exploitability.
Active DirectoryBloodHoundMimikatzNessusGoPhishEvilginx

Web Application Penetration Tester · Verzeo

Oct 2021 - Jun 2022
  • ▸Exploited SQL injection, XSS, and IDOR on production web targets, proving each end-to-end with hand-crafted payloads in OWASP ZAP and sqlmap, driving risk-prioritized remediation.
  • ▸Identified input-validation, authentication, and authorization flaws that dynamic scanners missed through manual source code review with SonarQube across high-risk production modules.
  • ▸Reduced manual enumeration effort 30% by automating reconnaissance and attack-surface mapping with Nmap and custom Python tooling, expanding coverage across components and backend services.
SQLiXSSIDOROWASP ZAPsqlmapSonarQubeNmap

cve research

$ grep -rl "CVE-2026" ~/disclosures

▸ selected disclosures · top severity 8.8 · object injection · IDOR · SQLi · missing-auth · stored & reflected XSS · arbitrary file write across the WordPress plugin ecosystem

A selection of assigned CVEs from independent WordPress plugin research; IDs assigned by WPScan and Wordfence / MITRE. Links resolve on NVD.

projects

Selected offensive-security work spanning autonomous pentesting, adversarial AI, and reconnaissance automation.

Pentigo

Autonomous AI Penetration Testing Platform

A multi-agent orchestration system that autonomously chains reconnaissance, scanning, enumeration, exploitation, and post-exploitation phases. Each phase is gated on prior findings to mirror how a human pentester scopes follow-up. Standard pentest tooling (Nmap, Metasploit, sqlmap, ffuf) integrates through a unified tool-calling layer that passes findings between phases and triggers context-aware follow-up probes against intentionally vulnerable VMs and CTF targets.

Multi-agent orchestrationPhase-gated chainingContext-aware follow-up
PythonNmapMetasploitsqlmapffuf

ReconX

Modular reconnaissance automation framework

A framework automating subdomain enumeration, port scanning, service fingerprinting, and HTTP probing across attack-surface engagements. Normalizes heterogeneous tool output into a structured schema for analysis. Configurable scan profiles with Shodan and ffuf integrations, plus per-module rate limiting to evade WAF and IDS detection during early-phase recon, keeping per-engagement scoping flexible.

Configurable scan profilesShodan + ffuf integrationsRate-limited / WAF-aware
PythonNmapShodanffuf

Cloud-Based Healthcare Hardening

HIPAA-aligned AWS security review

Diagnosed architectural security gaps and implemented security-by-design controls across a HIPAA-aligned AWS environment, mitigating 80% of vulnerabilities and misconfigurations through risk-prioritized remediation. Refined IAM policies, enforced MFA on privileged accounts, and applied least-privilege controls per role and service, reducing excessive permissions 40% with KMS-managed encryption and CloudTrail audit logging.

80% misconfig mitigation40% permission reductionKMS + CloudTrail
AWSIAMKMSCloudTrailHIPAA

skills & tooling

$ nmap -sV --open localhost

✓ scan complete · 66 services discovered

Offensive Security
port: 80 · 12 open
  • Manual Web/API Exploitation
  • Network Pentesting
  • Auth Bypass (OAuth/OIDC/JWT/SAML)
  • Exploit Chains
  • Exploit Dev
  • Privilege Escalation
  • Lateral Movement
  • Attack-Surface Enum
  • Post-Exploitation
  • Social Engineering
  • Phishing Simulation
  • Bug Bounty / Responsible Disclosure
AI Red Team & LLM Security
port: 1337 · 10 open
  • Prompt Injection (Direct/Indirect)
  • Denial-of-Wallet Attack Design
  • Multi-Step LLM Exploit Chaining
  • Jailbreak Taxonomy
  • Guardrail-Bypass Testing
  • RAG Pipeline Attack Surface
  • Agentic Access-Control Bypass
  • Adversarial Test Design
  • OWASP LLM Top 10
  • MITRE ATLAS
AppSec & Code Review
port: 8080 · 8 open
  • Manual Source Code Review
  • STRIDE Threat Modeling
  • SAST/DAST/SCA Integration
  • CI/CD Security Gates
  • Attack-Surface Analysis
  • Vulnerability Triage
  • OWASP Top 10
  • OWASP API Security Top 10
Programming
port: 22 · 11 open
  • Python
  • JavaScript
  • PowerShell
  • Bash
  • Unix Shell
  • C
  • C++
  • SQL
  • Exploit Scripting
  • Automation Tooling
  • JSON Schema Design
Security Tools
port: 443 · 12 open
  • Burp Suite
  • Nmap
  • Nessus
  • Metasploit
  • sqlmap
  • ffuf
  • BloodHound
  • Mimikatz
  • Wireshark
  • SonarQube
  • Veracode
  • Checkmarx
Cloud, Infra & Standards
port: 9001 · 13 open
  • AWS (IAM, S3, EC2, Lambda)
  • Active Directory
  • Docker
  • Linux (Kali, Ubuntu)
  • Windows Server
  • Jenkins
  • GitHub Actions
  • MITRE ATT&CK
  • NIST CSF
  • CVSS v3
  • SOC 2
  • PCI DSS
  • HIPAA

certifications

OSCP

In Progress

Offensive Security

sha: 0x8fe3...3ef8

eJPT · Junior Penetration Tester

Certified

INE

sha: 0x4a91...19a4

CompTIA Security+

Certified

CompTIA

sha: 0xc20b...b02c

education

Master of Engineering, Cybersecurity

Aug 2023 - May 2025

University of Maryland, College Park

Coursework
Hacking of C Programs & Unix BinariesCloud SecurityReverse EngineeringDigital ForensicsCryptographyOperating SystemsInformation SecurityNetwork SecurityCloud Computing

contact

Have a target to test, a system to harden, or a role to fill?

I'm open to penetration testing, offensive security, application security, and AI security roles.

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