learn, protect & scale.
Data pipelines and ML systems on AWS. Security assessments aligned to OWASP. Network infrastructure at data centre scale. I work across the full stack of intelligent, secure systems.
// capabilities
What I Do
Across AI, security, and infrastructure — I turn complex problems into production systems.
AI & Machine Learning
Model training & evaluation, data pipelines, Generative AI, AI Agents, NLP, and production ML on AWS.
Cybersecurity
Threat hunting, incident response, penetration testing, SIEM analysis, and MITRE ATT&CK mapping.
Network Engineering
BGP/OSPF routing, VLANs, VPNs, QoS, data centre infrastructure, Cisco IOS at CCNP level.
Automation & Scripting
Python, Bash, Ansible for workflow automation. Internal tools, KYC pipelines, and reporting systems.
Cloud & Infrastructure
AWS, Docker, Linux, Juniper Mist, server hardware, and infrastructure-as-code deployments.
Full-Stack Development
Next.js, React, TypeScript, PostgreSQL, REST APIs — production web apps from backend to deployment.
Systems that learn.
ML training pipelines on AWS, generative-AI tooling, and anomaly detection — models that turn raw signal into decisions in production.
Systems that protect.
Threat hunting, penetration testing, SIEM analysis and MITRE ATT&CK mapping — security aligned to OWASP and the Essential Eight.
Systems that scale.
BGP/OSPF routing, VLANs and data-centre infrastructure at CCNP level, deployed as code — networks built to grow without breaking.
// metrics
// live defense
Threats in, threats stopped.
A live simulation of the work: attackers stream toward the network, autonomous defenders intercept them. Click anywhere to deploy another.
// connect
Let's work together.
Open to roles in AI/ML engineering, cybersecurity, and network infrastructure. If you're building something ambitious, I'd like to hear about it.