Chakrinee Ayalasomayajula

AI-Assisted Security Engineer | DFIR & Threat Detection | Cloud Security

Download Resume Contact
Scroll to Explore

About

I'm a cybersecurity graduate student at the University of Maryland, College Park, currently pursuing my Master's in Cybersecurity along with a Graduate Certificate in Cloud Engineering. I'm drawn to hands-on security work understanding how systems break, how attackers think, and how to build defenses that actually hold up in the real world.

Outside of coursework, I enjoy writing technical blogs, contributing to open-source security tools, and participating in CTFs to keep learning by doing. I'm actively looking for cybersecurity full-time opportunities in the DMV area where I can grow through real-world security challenges and collaborative engineering.

Skills

AI & ML Security

  • LLM Security & Safety
  • Adversarial ML & Model Robustness / GANs
  • AI Red Teaming
  • AI Threat Modeling (STRIDE)
  • Model Security Assessment

Cloud & DevSecOps

  • AWS / Azure
  • CI/CD Pipeline Security
  • Docker & Kubernetes
  • IAM & Access Control
  • Secure Code Review

Security Operations

  • Splunk / Wazuh SIEM
  • EDR / Vulnerability Management
  • Security Automation
  • Incident Response & Forensics
  • Blue Team Operations

Experience

Mar 2023 - Jul 2024

Kodryx AI

Security Researcher Intern

📍 Remote, India

  • Automated vulnerability analysis and triage by building Python-based tooling to process scan results, prioritize exploitable findings, and generate risk summaries, reducing manual analysis effort by 40% and improving remediation focus for engineering teams.
  • Improved detection and incident response by designing alert triage workflows (Python, Bash) and analyzing endpoint authentication behavior, cutting alert noise by 60% and reducing time-to-detect suspicious activity by 50%.
  • Strengthened product security posture by mapping 15+ attack vectors using MITRE ATT&CK, assessing exploitability and impact, and delivering actionable mitigations aligned with NIST, OWASP, and ISO 27001, resulting in an estimated 30% reduction in risk exposure.
Python Bash MITRE ATT&CK NIST OWASP Vulnerability Analysis
Jun 2022 - Jul 2022

AICTE-Edu Skills

Cyber Security Intern

📍 Virtual, India

  • Analyzed security telemetry across SIEM and network monitoring tools to detect anomalous activity and potential intrusions, supporting early threat identification during security assessments.
  • Maintained and evaluated endpoint and network security controls (firewalls, IDS/IPS, antivirus), validating effectiveness against common attack techniques and misconfigurations.
  • Developed and documented tactical mitigation playbooks, improving investigation efficiency and contributing to a 15% reduction in incident response time during simulated and live assessments.
SIEM IDS/IPS Firewalls Incident Response Security Assessment

Projects

Jan 2026 - Present
00

Secure Multi-Tenant Agentic RAG

Building a system where multiple users/companies share the same infrastructure but data is isolated

MCP Layer Backend & API Vector Database LLM & AI Layer DevOps
Nov 2025 - Dec 2025
01

DFIR Malware Investigation & Incident Timeline Reconstruction

Performed forensic analysis on a compromised disk image (VMDK), identifying malicious executables through file system analysis, execution timelines, and user activity artifacts. Conducted malware behavior analysis using static indicators and controlled execution, uncovering HTTP-based outbound communication and embedded attacker messages within URL paths. Correlated host-based artifacts and network traffic to reconstruct a defensible incident timeline, identifying encryption usage to conceal the final malware payload.

Autopsy VeraCrypt Wireshark VirusTotal Forensics
Feb 2025 - Mar 2025
02

Threat Modeling with STRIDE

Assessed cyber risks for an AI-powered security robot in critical infrastructure. Modeled 10+ attack scenarios using STRIDE, evaluated 50+ vulnerabilities through DREAD and CVSS metrics, and delivered actionable mitigations using a tiered risk matrix.

STRIDE DREAD CVSS v3.1 Risk Assessment
Jan 2025 - Apr 2025
03

SOC Alert Dashboard with TTS

Developed a Python-based CNN SOC Alert Snapshot Analyzer using AlexNet to classify alert severity from dashboard images. Integrated LLaMA 2 for alert summaries, reducing decision time by 30% and accelerating incident response by 25%.

Python AlexNet CNN LLaMA 2 ML
Sep 2023 - Mar 2024
04

Data Trustworthiness in Crowdsourcing

Developed a real-time malicious user detection model using GANs and Random Forest Classifier. Generated 50,000 synthetic records from 10,000 initial samples, enhancing binary classification accuracy from 78% to 99.4% (21.4% improvement).

GANs Random Forest Python ML Security

Education

University of Maryland - College Park

📍 College Park, MD, USA

Aug 2024 - Present

Master of Engineering - Cybersecurity

GPA: 3.66/4.00
Graduate Certificate in Cloud Engineering (GCEN)

GITAM University

📍 Visakhapatnam, India

Sep 2020 - May 2024

Bachelor of Technology in Computer Science (Cybersecurity)

GPA: 3.62/4.00

Contact

Seeking opportunities in AI security, cloud-native security, vulnerability research, and security engineering roles that embed security into production systems. Open to internships, research collaborations, and full-time positions.

🛡️
SECURITY AI

Scanning security posture...

🤖