Data & AI Services
Explore our Data & AI Services tailored for companies on the rise. At Data Marina, we specialize in providing expert solutions that drive growth and innovation. Here’s how we can take care of your organization.
Data Engineering & Optimization
At Data Marina, we offer robust solutions for data engineering challenges, drawing from both industry and academic expertise. We specialize in the design and implementation of ETL pipelines, including GDPR-compliant solutions, and can handle vast quantities of data efficiently and scalably. Whether it’s optimizing your databases or complex SQL queries, we bring years of experience and a strong commitment to data stewardship. We work with hundreds of gigabytes of data daily, making us well-equipped to solve your data engineering challenges, especially if you’re a small business planning to scale.
Image generated by DALL-E with the prompt: A digital wizard meticulously rearranging a complex puzzle of data cubes into an optimized structure.
Problems
- Difficulty in importing data from Excel, CSV, TXT files or API
- Too much data for one computer to handle
- Logs too extensive but not informative
- Slow data loads keep you waiting
- Complex and slow multi-join queries
Our Services
- Import data from files (Excel, CSV) and other sources into a unified database
- Migrate data from single host to scalable big data solution
- Refactor log structure and refine data
- Optimize databases by adding indexes and partitions
- Optimize SQL queries
Guesstimated effort: 1-3 weeks
Additional Options
- Audit and Consultation
Data Pipeline & Automation
We understand the disruptions that can occur in data flow and the challenges associated with manual data management tasks. That’s why we offer effective data pipeline and automation services. Our team has extensive experience in optimizing existing pipelines, reducing operational costs through automation, and building new pipelines from scratch. We also provide “Data Process Optimization” packages tailored to small businesses that require a more comprehensive approach. Although we’re skilled in working with big data technologies like Hadoop and Spark, our solutions are scalable to meet the needs of smaller enterprises.
Image generated by DALL-E with the prompt: A futuristic assembly line in a data factory, where robots are automating the movement of data packets from one station to another.
Problems
- Interruptions in data flow
- Manual execution of routine analytical tasks
- Ineffective or lack of data processing
- Missing or duplicate source data
Our Services
- Optimize existing data pipelines
- Automate routine processes
- Build data pipeline from scratch
- Clean up data streams
Guesstimated effort: 2-8 weeks
Additional Options
- “Data Process Optimization” Package
Data Visualization & Reporting
Creating clear, impactful visualizations and reports is a core strength of Data Marina. Our team’s experience includes the creation of premium dashboards that serve both internal stakeholders and external customers. We’ve designed dashboards for handling large volumes of data, without compromising on the speed of data loads or the simplicity of the user interface. We are proficient in a range of BI tools like Redash, making it easier for small companies to understand their data, identify trends, and make informed decisions.
Image generated by DALL-E with the prompt: Business intelligence dashboard with graphs made of sand and seashells at the beach of Gdańsk.
Problems
- Lack of interactivity in reports
- Ineffective dashboards
Our Services
- Create interactive dashboards
- Design and implement dashboards from scratch
Guesstimated effort: 2-8 weeks
Additional Options
- Dashboard Use Training
Machine Learning, Data Science & MLOps
We offer machine learning and data science services. From building machine learning models for applications like anti-spam filters and speech recognition to optimizing existing models, we’ve got you covered. We have experience in the ethical and compliant implementation of these technologies and with the incorporation of MLOps practices, we ensure smooth deployment, monitoring, and scaling of ML models in live environments.
Image generated by DALL-E with the prompt: A robot scientist in a lab coat, fine-tuning a glowing neural network displayed on a holographic screen.
Problems
- Lack of inefficient ML models
- Coordination issues between data scientists and software engineers
- Difficulty in integrating ML models with current infrastructure
- Challenges in deploying, monitoring and scaling ML models in production
Our Services
- Train and optimize ML models
- Facilitate collaboration between data scientists and software engineers
- Integrate ML models into existing systems
- Deploy, monitor, and scale ML models effectively with MLOps practices
Guesstimated effort: 2-10 weeks
Additional Options
- ML and Data Science Workshops
- MLOps Implementation Workshop
Project & Team Management
Managing Data & AI projects is complex, and we get it. That’s why we offer a wealth of experience in project and team management. We’ve led agile data teams, implemented agile processes, and prioritized technical debt. If you’re a smaller company looking for guidance, our “Effective Data & AI Team” package offers coaching in process management to get your projects from the concept phase through to the MVP stage.
Image generated by DALL-E with the prompt: A futuristic command center where a team of people collaborates on a dynamic roadmap to move projects from idea to launch.
Problems
- Data & AI projects not reaching MVP phase
- Low productivity in Data & AI team
Our Services
- Manage project from concept phase to MVP
- Team coaching in process management
Guesstimated effort: 2-16 weeks
Additional Options
- “Effective Data & AI Team” Package
Research & Innovation
f you’re keen to innovate in the Data & AI space, we’re your ideal partner. We have a track record of testing and implementing new technologies, including contributions to patent applications. Whether it’s automated speech recognition or natural language understanding improvements you’re interested in, we can guide you. Through our collaborative innovation workshops, we engage in brainstorming sessions and hands-on activities to help you explore and adopt the latest technologies.
Image generated by DALL-E with the prompt: A high-tech submarine shaped like a dragon, radiating a spectrum of colors as it explores futuristic technologies, docking at the Gdańsk marina.
Problems
- Outdated Data & AI technologies in your portfolio
Our Services
- Testing and implementing new technologies
Guesstimated effort: 4-12 weeks
Additional Options
- Innovation Workshops
Let’s Work Together on Your Data Needs
If you’re looking to navigate the complexities of data management, process optimization, or data visualization, we’re here to help. Reach out to discuss your needs and explore how we can collaboratively find a solution tailored for you. Let’s take the next step in your data journey together.