Real-Time Data Infrastructure for Enhanced Student Performance Insights in K-12 Education

High Priority
Data Engineering
K12 Education
👁️17965 views
💬1063 quotes
$15k - $50k
Timeline: 8-12 weeks

Our scale-up company seeks to build a robust data engineering infrastructure to provide real-time insights into student performance. This project aims to develop a streamlined data flow that integrates various educational data sources, enabling educators to make data-driven decisions that improve student outcomes.

📋Project Details

As a rapidly growing company in the K-12 Education sector, we recognize the need for real-time, data-driven insights into student performance to enhance learning outcomes. Currently, educators face challenges with delayed and fragmented data reports, which hinders their ability to make timely interventions. This project involves designing a real-time data infrastructure utilizing technologies such as Apache Kafka for event streaming, Spark for data processing, and Snowflake or BigQuery for data warehousing. Additionally, data orchestration will be managed with Apache Airflow, and transformation will be facilitated using dbt. By implementing a data mesh architecture, we aim to decentralize data access across departments while maintaining governance and observability. The successful execution of this project will empower educators with immediate access to comprehensive student data, thus enhancing the ability to tailor educational strategies to individual student needs. Collaboration with our development team is essential to ensure alignment with existing platforms.

Requirements

  • Proven experience with real-time data processing and streaming
  • Ability to integrate multiple educational data sources
  • Experience implementing data mesh and observability
  • Strong knowledge of MLOps practices
  • Expertise in setting up data pipelines

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

School administrators, teachers, and educational policymakers seeking to enhance data-driven decision-making capabilities.

⚠️Problem Statement

Educational institutions struggle with delayed and fragmented data that impede timely and effective decision-making, ultimately affecting student performance and outcomes.

💰Payment Readiness

There is increasing regulatory pressure and a competitive need for educational institutions to adopt data-driven methodologies to improve student performance and accountability.

🚨Consequences

Failure to resolve these data challenges could lead to continued inefficiencies, resulting in poor student outcomes and competitive disadvantage in attracting students and funding.

🔍Market Alternatives

Current alternatives involve manual data aggregation and analysis, which is time-consuming and prone to errors. Some schools use basic data dashboards without real-time capabilities.

Unique Selling Proposition

Our solution offers a unique combination of real-time analytics, decentralized data access with governance, and seamless integration with existing educational platforms, tailored specifically for the K-12 sector.

📈Customer Acquisition Strategy

Our go-to-market strategy includes partnerships with school districts, participation in educational technology conferences, and targeted digital marketing campaigns aimed at educational institutions seeking innovative data solutions.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:8-12 weeks
Priority:High Priority
👁️Views:17965
💬Quotes:1063

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