Practice 01: Enterprise Data Fabric & Applied AI Systems
Corporate Desk: ☎ +91 96039 03939
Practice 01 • Institutional Engineering

Enterprise Data Fabric &
Applied Generative AI

Modernizing legacy warehouse architectures into sub-second lakehouses and operationalizing enterprise RAG/LLM pipelines with strict SOC2 data privacy and automated pipeline QA.

Operational Scope & Deliverables

Designed for North American software and enterprise teams seeking to modernize data stacks and operationalize generative AI without domestic contractor markups ($160k+/engineer).

Distributed Modern Lakehouses Architecture, migration, and pipeline deployment on Snowflake, Databricks, Apache Spark, and dbt.
Real-Time Data Streaming High-throughput event ingestion and transformation engines using Apache Kafka and Apache Flink.
Enterprise Private RAG & LLMs Secure Retrieval-Augmented Generation pipelines over proprietary knowledge bases using LangChain, LlamaIndex, Pinecone, and Milvus.
Data Observability & Automated QA End-to-end regression suites, automated schema drift alerts, and data lineage monitoring using Great Expectations and Monte Carlo.
Semantic Layer & Executive BI Definition of standardized metrics, data modeling, and self-service analytics dashboards using Tableau, PowerBI, and Looker.
Blended Pod Commercials Dedicated Pod: 1 Senior Lead + 2 Engineers starting from $4,500/month under North American MSAs.

Initiate Data Pod Brief

Deploy a dedicated data engineering or generative AI pod live in your Jira sprint within 14 business days.

✉ [email protected]
☎ +91 96039 03939