Real-Time Data Pipeline for Enhanced Creative Campaign Insights

High Priority
Data Engineering
Design Creative
👁️28898 views
💬1732 quotes
$5k - $25k
Timeline: 4-6 weeks

Our startup seeks to develop a robust real-time data engineering pipeline to provide actionable insights into creative campaign performance. By leveraging emerging technologies, we aim to enhance our data capabilities and offer clients a competitive edge in the rapidly evolving design & creative services market.

📋Project Details

Our startup, operating in the Design & Creative Services industry, is looking to implement a cutting-edge real-time data pipeline. The project involves the development of a scalable and efficient data infrastructure using technologies like Apache Kafka, Spark, and Airflow. The primary objective is to collect, process, and analyze campaign performance data in real-time, enabling our design teams and clients to make informed decisions quickly. The pipeline will facilitate data ingestion from multiple sources, ensuring data integrity and consistency using dbt, while hosting the processed data in Snowflake or BigQuery for easy access and querying. Furthermore, implementing MLOps practices will ensure model deployment and monitoring are seamless, maximizing the impact of machine learning insights. Data observability tools will be integrated to maintain operational excellence and proactively address data quality issues. This project is crucial for maintaining our competitive edge, improving client satisfaction, and driving growth.

Requirements

  • Experience in building data pipelines
  • Familiarity with real-time analytics
  • Proficiency in Apache Kafka and Spark
  • Knowledge of MLOps and Data observability
  • Background in cloud data storage solutions

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Design teams and clients seeking real-time insights into creative campaign performance for strategic decision-making.

⚠️Problem Statement

The current data processing system is slow and lacks real-time capabilities, hindering our ability to provide clients with timely insights into their creative campaigns. This delay affects decision-making and reduces the effectiveness of campaigns.

💰Payment Readiness

Clients in the design & creative services industry are increasingly demanding real-time insights to stay ahead of competition and maximize their marketing investments, making them willing to invest in advanced analytics solutions.

🚨Consequences

If this problem isn't solved, there will be a continued lack of timely insights, leading to suboptimal campaign performance, dissatisfaction among clients, and potential loss of business to competitors offering superior data capabilities.

🔍Market Alternatives

Currently, we rely on periodic batch processing which is slow and inefficient compared to real-time solutions provided by competitors. Some clients attempt to build in-house solutions, but find it costly and resource-intensive.

Unique Selling Proposition

Our solution offers a comprehensive, scalable, and efficient real-time data pipeline specifically tailored for the design & creative services industry, integrating seamlessly with existing client workflows and improving decision-making speed and accuracy.

📈Customer Acquisition Strategy

We plan to leverage targeted digital marketing campaigns, industry partnerships, and direct outreach to agencies and design firms to showcase the advantages of our real-time data insights platform, driving client acquisition and engagement.

Project Stats

Posted:July 21, 2025
Budget:$5,000 - $25,000
Timeline:4-6 weeks
Priority:High Priority
👁️Views:28898
💬Quotes:1732

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