Building

What I build, how I think, and the systems I'm proud of.

My Work Philosophy

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What I work with

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Complex System Deployments

MicroservicesDockerBackend ArchitectureCI/CDCloud InfrastructureSystem DesignRedisFast API

Modular architectures and production systems built to survive real-world constraints.

AI Pipelines & Agent Workflows

LLMRAGAgentsWorkflow OrchestrationVector DatabasesDocument IntelligencePythonn8n

LLM systems built for structured, real-world integration.

Data Science & Applied ML

Applied MLCalibrationPythonComputer VisionMLOpsPytorch

Applied machine learning for high-impact decisions.

UI/UX & Frontend Engineering

ReactNext.jsTypeScriptUXSystem InterfacesDashboards

Interfaces that make complex systems usable.

GPU Infrastructure & Model Deployment

GPUDockerKubernetesHuggin FaceModel DeploymentNLPPerformance OptimizationFast API

From GPU provisioning to inference endpoints in production.

Risk & Decision Systems

FintechRisk EngineeringComplianceExplainability

Interpretable scoring and decision frameworks.


Starred Projects

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AI-assisted document processing for industrial safety

OS Consulting Company — HDS Extraction & Workflow Automation

In production use
AIOperating SystemsProject Managment

Automated extraction of safety data sheets (HDS) and integration into structured operational workflows.

AI Engineer · Production Systems

Alphaguard — AI Platform for Risk & Document Intelligence

Curently Working
AIClaude CodeCursor AIPythonKubernetes

Contributed to the architecture and deployment of a production AI platform transforming document-heavy fraud investigations into automated, explainable risk intelligence workflows.