Projects

Projects, professional systems work and technical explorations.

A practical overview of the areas where I build, design, research and validate software systems.

Concept / MVP planning

NetPulse Cloud

Cloud-native network diagnostics and security monitoring platform.

A platform concept for monitoring endpoints, validating DNS, checking TLS certificates, inspecting HTTP responses, analyzing security headers and triggering alerts.

Problem

Teams often lack a simple cloud-native tool to monitor DNS, TLS, HTTP behavior and security headers from one place.

Solution

A monitoring platform with scheduled checks, endpoint history, alerting and cloud-native deployment.

Next.jsTypeScriptGoAWSTerraformDynamoDBCloudWatchGitHub Actions
Project linkCase study

Professional experience

Linux Network Systems

Secure networking features for Linux-based environments.

Work around network management, VPN behavior, firewall rules, embedded components and test environments for deployment simulation.

Problem

Network products require reliable low-level integration, secure connectivity and reproducible test environments.

Solution

Development of middleware, embedded components, configuration layers and virtualized testing environments.

GoCPythonDjangoLinuxDockerQEMUWireGuardIPsec
Project linkCase study

Personal workflow / engineering practice

AI-assisted Engineering Workflow

Structured workflows for serious agent-assisted software delivery.

A local engineering practice combining prompt refinement, test validation, analysis files, complexity review and iterative agent-assisted development.

Problem

Complex coding tasks often fail because requirements, tests and implementation drift apart.

Solution

Structured local workflow using prompt refinement, test validation, analysis files, complexity review and iterative agent-assisted development.

CodexClaudeShell scriptsTest suitesDocumentation workflows
Project linkCase study

Research / product exploration

Healthtech / BCI Exploration

Research and product exploration around medical triage, BCI and AI-assisted healthcare systems.

Exploration of brain-computer interface techniques, medical triage flows and AI-based healthtech product opportunities.

Problem

Healthcare and BCI products require careful connection between technical feasibility, clinical context and user pain points.

Solution

Research around medical triage, BCI datasets, exogenous/endogenous paradigms and AI-assisted healthcare workflows.

PythonMNEPublic BCI datasetsProduct researchHealthtech analysis
Project linkCase study