Analytics & AI

Big Data, Real-Time Streaming,
AI/MLOps & Vector Search

From IBM-certified Hadoop to production RAG architectures — we engineer modern data platforms that power AI-driven enterprises.

AI & MLOps

Production AI Engineering & Vector Search

RAG Architecture Design

End-to-end RAG with vector search
Hybrid BM25 + vector with RRF
Multi-tenant scalable vector search
LLM integration with enterprise data
Kafka + Spark real-time embeddings

Vector Database Engineering

pgvectorPineconeWeaviateOpenSearch

HNSW, IVF, PQ indexing
Binary quantization for storage
Multi-tenancy with isolation
OpenAI, Cohere embeddings

MLOps & ML Pipelines

Feature store design
MLOps CI/CD for models
MLflow and Kubeflow
Production ML monitoring

AI-Enabled Observability

AI-driven proactive detection
Intelligent query optimization
Anomaly detection for metrics
OpenTelemetry tracing

Big Data & Streaming

Enterprise Big Data Platform Engineering

Hadoop Ecosystem

HDFS 3.3YARN 3.3

IBM Certified: Hadoop Administration
HDFS NameNode HA
YARN Capacity/Fair schedulers
Ranger authorization
Hive 4.x LLAP

Apache Kafka & Spark

Kafka 3.xSpark 3.5

Kafka topic design, KRaft
Debezium CDC connectors
Spark 3.5 ETL optimization
Spark Structured Streaming

Lakehouse & Cloud Analytics

Databricks 14.xDelta Lake 3.x

Databricks Lakehouse Certified
Unity Catalog
Delta Lake ACID, time travel
AWS Glue 4.0 ETL

Visualization & BI

Analytics & Reporting Platforms

Apache Superset

Rich dashboard design
SQL Lab optimization
Docker/Kubernetes deployment
Row-level security

Tableau

Server/Cloud administration
Live vs extract optimization
Tableau Prep Builder
Embedded Analytics

Grafana 11.x

Database-specific dashboards
Prometheus + Loki + Tempo
Grafana Alerting
Multi-tenant isolation

Ready to Build Your AI Data Platform?

From streaming pipelines to production RAG — let's architect your next-generation data platform.

Get Consultation See Case Studies

LogiWorx International

Big Data, Real-Time Streaming,AI/MLOps & Vector Search