Reconciles data sources using stable identifiers (Pay Number, driving licence, driver card, and driver qualification card numbers), producing exception reports and โno silent failureโ checks. Use when you need weekly matching with explicit reasons for non-joins and mismatches.
Create and analyze value stream maps with waste identification and process efficiency metrics
Docker and OCI container image expertise for building, optimizing, and securing container images
Generate and validate BPMN 2.0 diagrams from process descriptions
Dynamic context injection, mode switching (dev/review/research), selective loading, and strategic compaction for token optimization.
Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.
Chroma local vector database setup and operations for development and production
Haystack NLP pipeline configuration for document processing and QA
Milvus distributed vector database configuration for large-scale RAG applications
Batch embedding generation with caching, rate limiting, and multiple provider support
Query expansion, HyDE, and multi-query generation for improved retrieval
Weaviate vector database setup with GraphQL queries and hybrid search
Provide implementations of advanced data structures
Select optimal data structure based on operation requirements
Assist in designing optimal DP states and transitions
Estimate cloud costs for migration targets with resource sizing and optimization recommendations
Assist in containerizing applications with Dockerfile generation and optimization
Comprehensive dependency scanning, inventory generation, and SBOM creation for migration readiness assessment
Build and manage ETL pipelines for data migration with transformation, CDC, and monitoring
Migrate logging infrastructure with format standardization, structured logging, and aggregation setup
Capture performance baselines before migration for regression comparison and SLA verification
Compare database schemas between source and target environments for migration planning
Advanced gas optimization techniques for EVM smart contracts. Covers storage packing, memory vs calldata optimization, assembly/Yul, efficient data structures, batch operations, and benchmark-driven optimization strategies.
Analyzes, validates, and optimizes Apache Airflow DAGs for reliability, performance, and best practices adherence.
