02 / Expertise
Deep database craft.
Architecture is more than choosing a database. It is understanding how data behaves,
how systems fail and where performance is actually won.
[ 01 ]
Data modelling & architecture
- Relational modelling, normalization and intentional denormalization
- OLTP and OLAP workload design
- Indexes, partitioning and schema evolution
- Transactional boundaries and consistency models
- Polyglot persistence and technology selection
[ 02 ]
SQL & performance engineering
- Advanced SQL, CTEs, window functions and analytics
- Execution plans and optimizer behaviour
- Statistics, cardinality and index strategy
- Lock contention and transaction isolation
- Workload profiling and capacity planning
[ 03 ]
Reliability & operations
- Replication, backup, restore and recovery planning
- High availability and failover patterns
- Metrics, logging and production observability
- Incident investigation and root-cause analysis
- Data integrity, security and safe automation
[ 04 ]
Distributed & non-relational systems
- Key-value, wide-column and column-oriented models
- Consistency and availability trade-offs
- Partition keys, sharding and horizontal scale
- Caching, TTL design and hot-key mitigation
- High-throughput ingestion and analytics