Where Data Meets Magic for Your Business Success
At Magic Data Engineering, I don’t just work with data—I transform it. With a blend of technical expertise and a touch of magic, I design custom data solutions that turn raw information into actionable insights. From creating seamless data flows to optimizing cloud infrastructures, I help businesses unlock the true potential of their data.
Like a skilled witch with her wand, I conjure tailored solutions that align with your specific goals. I pride myself on being approachable and easy to work with.
Scroll down for a list of services and discover how I can help make magic happen with your data.
Witchy Services
Data Cleaning and Transformation
Cleaning and preprocessing raw data to remove inaccuracies and inconsistencies.
Automating data transformations — aggregation, normalization, formatting — to prepare data for analysis or reporting.
Data Warehouse Optimization
Optimizing data warehouses for efficient querying and reporting.
Structuring OLAP cubes or dimensional models for analytical queries.
Setting up automated processes for data aggregation and summarization.
Automation and Orchestration
Automating data workflows using Airflow, Luigi, or Prefect.
Setting up CI/CD pipelines for data infrastructure and deployment of data models.
Outcome-Oriented Approach
Focus on what matters most: the results you need.
I start with the end goal and work backward, ensuring every step in the data
process drives your business forward.
Data Pipeline Design
and Development
Building ETL - Extract, Transform, Load pipelines to automate data flow between sources and destinations.
Implementing real-time streaming pipelines for continuous data processing using tools like Apache Kafka or Spark Streaming.
Creating batch data processing pipelines for periodic large-scale data transfers.
Data Architecture and Infrastructure Setup
Designing scalable and efficient data architectures - cloud-based or on-premises.
Setting up data warehouses — Amazon Redshift, Google BigQuery, Snowflake — and data lakes — AWS S3, Azure Data Lake.
Implementing data frameworks such as data mesh or data fabric to support distributed data management.
Data Integration
Integrating data from various internal and external sources — APIs, databases, flat files — into a central repository.
Ensuring seamless data flow between SaaS applications, CRMs, ERPs, and BI tools.
Building connectors for specific platforms or tools — AWS Glue, Fivetran, Talend.
Collaborative & Transparent
Prioritize clear communication and collaboration, keeping you in the loop throughout the project and ensuring your feedback is integrated at every stage.
Cloud Migration and Optimization
Migrating data infrastructure to the cloud —AWS, Azure, Google Cloud.
Optimizing cloud-based data systems for performance, cost-efficiency, and scalability.
Setting up cloud-based data storage solutions such as AWS S3 or Azure Blob Storage.
Data Governance and Security
Implementing data governance frameworks that ensure data quality, lineage, and compliance with regulations — GDPR, HIPAA.
Setting up role-based access control — RBAC — for data security.
Monitoring and enforcing data privacy policies and encryption standards.
Database Design and Management
Designing and managing relational databases — MySQL, PostgreSQL — and NoSQL databases — MongoDB, Cassandra.
Optimizing database performance, queries, and indexing strategies.
Managing big data platforms — Hadoop, Hive, HBase.
Problem Solver at Heart
Thrive on tackling tough data challenges and finding innovative solutions. I don’t just apply cookie-cutter methods; I dig deep to truly understand your unique needs and craft custom solutions.
Big Data Processing
Implementing distributed computing frameworks like Apache Spark or Hadoop to process large datasets.
Working with streaming data using platforms like Apache Flink or Kafka Streams.
Data Monitoring and
Analytics Support
Setting up monitoring systems to track data pipeline performance, failures, and bottlenecks.
Supporting data analysts and data scientists by ensuring data availability, integrity, and performance.
Implementing real-time dashboards for data operations monitoring using tools like Grafana or Kibana.
Consulting and Advisory Services
Providing strategic advice on data architecture and tool selection based on a company’s goals.
Conducting data audits to assess the current state of an organization’s data infrastructure and recommend improvements.
Helping companies choose the right data storage and processing technologies based on their requirements.
Get in touch
If you're looking for a data expert who can not only handle the technical side but also understand the bigger picture of how data fits into your business strategy, let’s connect. I’m here to help you get real, measurable results from your data.
Contact
Interested in working together? Fill out some info and I will be in touch shortly.
