Advanced Data Analytics

Cloud-native analytics, real-time processing, and actionable insights

BigQuery Spark Tableau PowerBI

Analytics Platform Overview

A scalable analytics solution handling billions of daily events, supporting real-time dashboards, self-service analytics, and high-availability reporting for enterprise clients.

Technical Challenges

Architecting a platform to transform massive raw data into actionable intelligence with low latency, flexible integration, and robust data governance.

Scalability: Process petabyte-scale datasets to support thousands of analysts
Low Latency: <50ms query response for real-time analytics
Integration: Seamless connectivity with third-party BI tools
Governance: Granular user roles, audit logs, and encryption
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Live Analytics Dashboard

Analytics Metrics

10PB+
Processed Data
Monthly across all clients
38ms
Query Latency
Aggregate P95
1.2M
Dashboards
Active, daily
99.9%
Uptime SLA
Across multi-region cloud

Technology Stack

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Cloud/Compute

Multi-cloud data lakes, scalable compute and distributed storage for big data workloads.

Google BigQuery - Petabyte-scale analytics
AWS Redshift - Cloud DWH
Azure Synapse - Data lake + warehousing
Snowflake - Multi-cloud compute

Data Processing

Stream and batch ETL, advanced transformations, and ML-enriched analytics.

Apache Spark - ETL, ML workflows
Kafka Streams - Real-time event processing
dbt - Data modeling
Python/Pandas - Data wrangling
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Business Intelligence

Rich, interactive dashboards and analytics apps for self-service insights.

Tableau - Visualization
PowerBI - Reporting
Google Data Studio - Self-service BI
Looker - Data exploration

Development Phases

P1

Data Lake Setup & Architecture

Established multi-cloud data lake, ingestion pipelines, and partitioning strategies for analytics readiness.

BigQuery AWS S3 Snowflake
P2

ETL & Data Processing

Built robust ETL flows for real-time and batch processing using Spark, Kafka, and dbt.

Spark Kafka dbt
P3

Analytics & BI Visualization

Delivered self-service dashboards, enterprise reporting, and interactive analytics apps for business users.

Tableau PowerBI Looker
P4

Advanced Reporting & Governance

Implemented security, access control, lineage, and audit systems for enterprise compliance.

Row-Level Security Data Catalog Audit Logging

Platform Outcomes

Delivered a resilient data analytics platform empowering enterprise clients with actionable real-time insights, agile reporting, and scalable analytics capabilities.

// Solution Highlights
Real-time dashboards with <50ms latency
10PB+ monthly processed data, multi-cloud
99.9% uptime SLA & disaster recovery
Self-service BI integration (Tableau, PowerBI)
Full audit, compliance, lineage controls
Scalable architecture for future growth
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