
Portfolio Management in Energy Trading
A complex data collection, portfolio management and trading system in the energy sector
Dmlab’s team of 15 data scientists helps you and other enterprises do exactly that.
Data is the language of every modern business. Let’s talk.
SCHEDULE A CALLYour intuition can soar because data provides a safety net.
We’ll uncover insights you hadn’t considered at the start of the project – but they are already hidden in your data.
Higher productivity, lower costs and higher revenue lead to a more streamlined organization.
Here's how a data science project pays off with us!
BOOK A CALLAt the start of a project, we dive deep into your industry, which guarantees a fresh perspective. Instead of “business as usual”, we find what works best.
We work within your existing tech stack, tailoring the project to your business goals and operational realities.
As the project evolves, you’re always welcome to bring fresh ideas to the table – our flexible project management is built to integrate them.
Do you have a data science project in mind?


A complex data collection, portfolio management and trading system in the energy sector

Campaign reporting in real time, without a single manual step
A business challenge is all you need for our first meeting. We’ll shape the project together and find the best starting point.
Win over your colleagues and management for a project.
Do you know how much value AI, machine learning and data science could create for your company? You’ll see inspiring use cases and proven data science projects.
Refresh and expand your team’s data science capabilities.
Data collection and cleaning, statistics and modeling, anomaly detection, programming, database management, data-driven decision-making, evaluating correlations, data storytelling, machine learning, analytical thinking and the latest data science tools. We’ll bring what your team needs.
See which project or direction will deliver the most value.
Depending on your business needs, we can assess your company’s data assets, develop your data strategy, estimate the resource requirements of a solution, and provide data-driven answers to your business challenges.
Solve a specific business challenge.
The fast turnaround of a pilot project makes it straightforward to secure budget and internal approval, allowing you to present tangible results within a reasonable timeframe.
A pilot project developed for logistics giant Waberer’s helped them uncover specific patterns to optimize their fleet’s fuel consumptions. Read the case study.
Solve a complex business challenge and unlock significant added value.
We integrate multiple data sources, design and implement algorithms, uncover meaningful patterns, build custom software, and translate business needs into tools you can use.
Project example: “DH Saccoló”, a system that estimates real estate values.
Focus on the results and let us take care of the rest (from development to daily operation).
For example, we developed platform-independent, cloud-based portfolio management software for Central Energy Trade Hungary Group (an energy trading company). The system automates dozens of processes, generates forecasts, and transforms complex multi-variable transactions into easy-to-understand visualizations and dashboards. Read the case study.

KPIs, university credits, or a handshake.
Hungarian professionals working in data science, machine learning, or artificial intelligence have likely received one of these from Dmlab.
We founded Dmlab in 2007 amid the vibrant academic buzz of data mining courses and doctoral programs at the Budapest University of Technology and Economics (BME). Since then, we have delivered dozens of data science projects, generating billions of forints in measurable business value.
What does the future hold? Your project, we hope.










“On a scale of one to five, our satisfaction is a fifty, because the professionalism of the Dmlab team goes far beyond the numbers. They want to understand not just our needs but our clients' needs too, and they help us serve them better and better.”

“What I like most about working with Dmlab is that alongside understanding and solving our original business needs, we always find several new areas and ideas that we can develop together.”

“They delivered the exciting visual solutions we had envisioned on time, at high quality and exactly as agreed. On questions of analytics and optimization, our data scientists found an excellent expert partner in Csaba Gáspár. Thank you!”

“I can only speak in superlatives about our collaboration with Dmlab: with a very likeable approach, remarkable speed and their specialized expertise in data analysis, they created enormous value in our project. Based on our experience so far, it's one of our top three collaborations.”

“For me, the most important thing is the attitude and professional humility they bring as a team. Their analytical thinking helped us a great deal in figuring out how to approach a complex analytical problem and deliver meaningful insights within a reasonable timeframe.”

“Their analyses helped us identify the causes of failures in several areas of refining, and by eliminating them we reduced or entirely removed the problems. Colleagues who attended Dmlab's training sessions are now able to analyze data with machine learning methods on their own.”

“Dmlab is able to break away from off-the-shelf solutions. The project produced findings that traditional data analysis tools would have had no chance of reaching, and that make it possible to plan targeted interventions in the education sector.”

“They helped us not only with planning and development but with a great deal of advice as well. Highly experienced and competent professionals supported the project, and the collaboration did much to shape our own vision for big data and machine learning.”

“When I think of Dmlab, the first thing that comes to mind is flexibility. I'd recommend the team to anyone who, in the world of data, is looking not only for the whys but is also curious about what the future might bring. They showed us the connections hiding behind the curtain.”

“At every point in our collaboration we could count on Dmlab's broad competencies, practical expertise and forward-looking suggestions. I got to know a team that is excellent both professionally and personally, and that has a great deal of potential.”

“If you want to turn the data assets you already have into a market advantage and business results, you're in the right place. Dmlab's data science team will handle that conversion efficiently, and the finished solution will fit smoothly into your business and technology processes.”

“Data analysis is their passion, and they are among the few who have original, good ideas. I think the Hungarian data science profession would be at a lower level if they hadn't started their consulting work quite a few years ago.”
Sounds good, but you’re waiting for a green light after a reorganization, management change, or the holidays?
Drop your work email below, and once or twice a month you’ll get an inspiring data science story or a case study. (You can unsubscribe anytime with a single click.)