Roadmaps
Structured learning paths to master modern technologies.
Intermediate
Real-Time Analytics Engineering with Spark, Delta Lake, and ClickHouse
Master the modern real-time data stack. Learn to build scalable, transactional lakehouses and high-performance OLAP systems using Apache Spark, Delta Lake, and ClickHouse.
⏱ 12-16 weeks
Modern Lakehouse Engineering with Iceberg and DuckDB
Master the modern, serverless data lakehouse stack. Learn to build high-performance, cost-effective analytics pipelines using Apache Iceberg for transactional storage and DuckDB for fast local and serverless querying.
⏱ 12-16 weeks
Advanced
Event-Driven Workflow Orchestration and GitOps Continuous Delivery
Master durable stateful workflow orchestration, declarative infrastructure as code, and automated GitOps continuous delivery to build resilient, self-healing distributed systems.
⏱ 12-16 weeks
Reliability Engineering for Distributed Databases with CockroachDB and etcd
Master the principles of distributed consensus, fault tolerance, and high availability by architecting, testing, and securing production-grade clusters using etcd, CockroachDB, Grafana k6, and OpenTelemetry.
⏱ 12-16 weeks
Architecting Resilient Cloud-Native Control Planes
Master the design and implementation of highly available, secure, and automated cloud-native control planes. Learn to orchestrate infrastructure with Pulumi, manage distributed state with etcd, route traffic with Envoy Proxy, and enforce policy-as-code with Open Policy Agent.
⏱ 14-18 weeks
Zero-Trust Microservices Security and Policy-as-Code
Master the implementation of zero-trust architectures using Envoy Proxy, Open Policy Agent (OPA), and Keycloak to secure microservices with fine-grained authorization and robust identity management.
⏱ 12-16 weeks
Enterprise Observability and Performance Engineering
Master the art of building resilient, observable, and highly performant distributed systems using Envoy Proxy, OpenTelemetry, and Grafana k6.
⏱ 12-16 weeks
Distributed Query Orchestration and Federation with Trino
Master the architecture, deployment, and optimization of Trino for high-performance distributed SQL query federation across heterogeneous data sources.
⏱ 12-16 weeks