Selected work

Projects across product security, automation, and research.

Context and ownership first, stack second. Open any brief for the full record.

Product Security

Custom CVE Alert Intelligence Pipeline

01

Automated CVE monitoring pipeline that mapped NVD advisories to customer technology stacks and triggered actionable alerts.

Improved customer vulnerability awareness and reduced time-to-triage for emerging exposures.

AutomationThreat IntelSecurity Product
Productionized

Governance and Compliance

GRC Framework Mapping and Compliance Automation

02

Structured methodology for aligning internal security controls with global regulations and standards.

Reduced manual mapping effort and improved audit readiness across multiple teams and regions.

GRCComplianceFramework Design
Operational

Applied AI

Shayera AI Voice Assistant

03

Voice-controlled desktop assistant developed with a three-member team as an early AI interaction concept.

Delivered a working assistant prototype with strong voice-recognition behavior and team-led execution.

AIVoicePrototype
Prototype

Machine Learning

Neural Network from Scratch in TensorFlow

04

Built a neural network implementation from the ground up to solve multi-class classification tasks.

Demonstrated strong understanding of neural network fundamentals and model implementation.

Machine LearningClassificationTensorFlow
Completed

Security Research

Global Vulnerable IP Camera Exposure Research

05

Team-led mini research project exploring the discovery of vulnerable IP camera exposures using ethical investigation methods.

Built practical research experience around IoT exposure analysis and responsible handling of findings.

IoT SecurityResearchOSINT
Academic Research