Thrill Edge Technologies
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Data Engineering & Big Data
Data Engineering & Big Data

Reliable pipelines and warehouse systems that make data usable, scalable, and trustworthy.

We build end-to-end data infrastructure for ingestion, processing, warehousing, and analytics so your teams can make real-time decisions without bottlenecks.

100TB+

Data processed across client pipelines

99.9%

Pipeline uptime across warehouse jobs

5x

Faster reporting and query delivery

We build end-to-end data infrastructure for ingestion, processing, warehousing, and analytics so your teams can make real-time decisions without bottlenecks.

PostgreSQL
Redis
Elasticsearch
Python

What we build with Data Engineering & Big Data

01

Data Pipeline Design

Event-driven ingestion and transformation pipelines that consolidate data from apps, CRMs, ERPs, and third-party systems.

02

Warehouse & Lakehouse Architecture

Modern data storage patterns for reporting, analytics, and machine learning workloads with query performance in mind.

03

Real-time Data Streaming

Event-driven connectors and stream processing for low-latency analytics and operational decision support.

04

ETL / ELT Automation

Reliable transformation workflows that reduce manual work and keep reporting trustworthy across the business.

05

Analytics Enablement

We structure datasets and metrics layers so BI teams and product teams can move faster with fewer reporting issues.

06

AI Data Readiness

We prepare structured and semi-structured data for model training, forecasting, and intelligent automation systems.

Sub Categories

Data Engineering & Big Data

01Data Pipeline Design (Airflow, dbt)
02Data Warehousing & Lakehouse Architecture
03Real-time Data Streaming (Kafka, Spark)
04ETL / ELT Automation
05Big Data Analytics
06AI Data Readiness & Feature Engineering

Our Data Engineering & Big Data stack

Tools and frameworks we use in production, chosen for reliability, performance, and developer experience.

Airflow

dbt

Kafka

Spark

BigQuery

Snowflake

PostgreSQL

PostgreSQL

Redis

Redis

Elasticsearch

Elasticsearch

Python

Python

Warehouse

BI Tools

Every project starts with one question

What's the maximum value we can contribute?

We build software that builds your bottom line.

Our founders and product directors have shipped products that drive real revenue. We don't just build we help you grow.

Get to know us
01

Revenue-first thinking

Every decision we make is tied to your bottom line. We ask "does this ship value?" before writing a single line of code.

02

Founders who've been there

Our leadership has taken products from zero to market. We bring that scar tissue to every engagement.

03

Start-up to Fortune 500

Whether you're pre-seed or publicly traded, our process scales to your stage without losing speed.

Built with Strategy. Designed to Scale. Delivered with Precision.

Strategic Discovery

We start by developing a deep understanding of your business, users, and long-term goals. Through research and strategic discussions, we define a clear direction for your product.

What You Get

Stakeholder consultations & requirement analysis

Technical feasibility assessment

Defined project scope, roadmap, and milestones

Strategic Discovery

Validate your product idea, impress investors, and get to market faster.

Without wasting time or money on the wrong features.

Discovery & Roadmap

Discovery & Roadmap

1–2 weeks

Our workshops help you articulate your value proposition, prioritize essential features, and craft a go-to-market strategy aligned with your goals.

Clickable Prototype

Clickable Prototype

1–2 weeks

This Figma prototype closely resembles your final product, providing an authentic experience for demos or pitches. It captures your vision, ensuring stakeholders appreciate your concept.

User Validation

User Validation

1–2 weeks

User testing is vital for refining features. It helps identify issues early, saving time and resources by avoiding costly rework later.

Production Starter Repo

Production Starter Repo

1–2 weeks

A clean, organized codebase using Next.js and React, with CI/CD pipelines ready for development sprints. This ensures smooth workflows and efficient collaboration.

Not sure which service fits?

Tell us about your project and we’ll recommend the right approach within 48 hours.

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