Portfolio

Case Studies

Systems built, documented, and reflected upon.

AA-004 Production

Infrastructure

Observability Platform

Unified observability stack combining Prometheus metrics, Loki log aggregation, and Grafana dashboards — replacing SSH-and-tail debugging with correlated telemetry, domain-specific alerting, and 91% faster root cause identification across 4 microservices.

Grafana Loki Prometheus
AA-003 Production

Systems Architecture

Workflow Automation Framework

A modular workflow engine that models operational processes as dependency graphs — with typed task contracts, container-isolated execution, automatic rollback, and structured audit logging that eliminates stale documentation by making the code the process definition.

Celery Docker Python
AA-002 Production

Data Engineering

Real-Time Analytics Pipeline

Event-driven ingestion pipeline that unifies 4 source platforms through Kafka, processes streams with Go microservices, and delivers sub-second analytical queries via ClickHouse — replacing 12-hour batch delays with real-time operational visibility.

ClickHouse Go Kafka
AA-001 Production

AI Engineering

Multi-Agent Orchestration System

A 3-agent CrewAI pipeline coordinated by a state machine that reads real data, generates validated Python code, and produces portfolio-ready HTML dashboards — with structured retry logic and output schemas enforced at every handoff.

CrewAI Python Redis
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