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neptune.ai raises $8M to streamline ML model development

neptune.ai raises $8M to streamline ML model development

April 28, 2022/in Press release /by deepsense.ai

neptune.ai – metadata store for MLOps – spun out of deepsense.ai, has raised $8 million in series A funding led by Almaz Capital with the participation of the existing investors: btov Partners, Rheingau Founders, and TDJ Pitango Ventures.

Led by Piotr Niedźwiedź, neptune.ai offers companies dedicated metadata storage that provides a central place to log, store, display, organize, share, compare, and query all metadata generated during the lifecycle of a machine learning model.

Since its launch in 2017, the store has brought in more than 20,000 ML engineers and 100 commercial customers, including Roche, NewYorker, Nnaisense and InstaDeep. The platform usage has grown eightfold over the past eight months while revenue has surged by four times.

“I am super proud of this, another great achievement for Piotr Niedźwiedź and his outstanding team. I have known Piotr since early 2011 when we established our first company together. Now, more than 11 years later, our passion has evolved into a strong group of cool tech companies – including, but not limited to: neptune.ai, deepsense.ai, CodiLime and Dealavo – with proven track records in delivery of professional IT services and products.  I feel this is still just the beginning of a fantastic adventure and our joint journey to the moon, as Piotr used to call neptune.ai. Dear Stakeholders – please fasten your seatbelts and keep your eyes open (and fingers crossed)!”
– Tomasz Kułakowski, CEO, deepsense.ai

https://deepsense.ai/wp-content/uploads/2022/04/neptune.ai-raises-8M-to-streamline-ML-model-development.png 737 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-04-28 12:01:012022-04-28 12:06:46neptune.ai raises $8M to streamline ML model development
deepsense.ai to share its computer vision expertise at Ghost Day - Applied Machine Learning Conference 2022

deepsense.ai to share its computer vision expertise at Ghost Day: Applied Machine Learning Conference 2022

March 16, 2022/in Press release /by deepsense.ai

Taking place online on March 24-26, this year’s Ghost Day: Applied Machine Learning Conference aims at creating a space for the exchange of experiences between machine learning practitioners and, most importantly, for the effective update of knowledge in the rapidly changing discipline of data analysis. deepsense.ai is a platinum partner of the event.

deepsense.ai team Paulina Knut (Senior Data Scientist) and Zuzanna Szafranowska-Skorupko (Senior Software Engineer in Machine Learning) will share insights about working with geo data in the context of a project developed for The World Wide Fund for Nature (WWF) during the session “Training (vision) models on geodata for the protection of water reservoir ecosystems.”

“We’ll describe geo data and how to best handle it, and we’ll discuss potential solutions to the problem. Then, we’ll reveal which methods were the most successful in this task and what the results we were able to achieve so far have been”
– Zuzanna Szafranowska-Skorupko (Senior Software Engineer in Machine Learning).

The conference agenda includes recognized representatives of the scientific community publishing at top-tier global conferences such as NeurIPS or ICML, and many experts from leading companies building machine learning-based products and services. More information can be found here: https://ghostday.pl/

https://deepsense.ai/wp-content/uploads/2022/03/deepsense.ai-to-share-its-computer-vision-expertise-at-Ghost-Day-Applied-Machine-Learning-Conference-2022.png 843 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-03-16 17:57:512022-03-16 19:36:46deepsense.ai to share its computer vision expertise at Ghost Day: Applied Machine Learning Conference 2022
First place for deepsense.ai in the AI Blitz 13 competition

First place for deepsense.ai in the AI Blitz 13 competition

March 14, 2022/in Press release /by deepsense.ai

The deepsense.ai team of Paulina Knut, Jakub Bartczuk, and Michał Zobniów won first place in the international data science competition AI Blitz 13.

The 13th edition of AI Blitz was focused on five computer vision challenges around face recognition:

  • Sentiment Classification – training AI to identify emotions from a face’s convolutional neural network embedding,
  • Age Prediction – building models to guess the approximate age of a person given their image,
  • Mask Prediction – identifying and recognizing mask type and bounding box from the image of a face,
  • Face Recognition – finding the target face in a collage of 100 photos. Some of the faces were artificially aged,
  • Face De-blurring – restoring blurred face images.

“We love taking part in data science competitions, because it’s always a great opportunity to develop new skills and challenge ourselves. So, it was a pleasure to take up the AI Blitz challenge, especially since real-world computer vision is extremely close to us,”
– Paulina Knut, Senior Data Scientist at deepsense.ai

The competition ran for two weeks and the final leaderboard was calculated by the weighted mean of the rank across all the problems in the contest.

“I think that the agile approach helped us maintain the leading position in the competition. We tried to quickly and creatively apply models for all five challenges. It was both fun and a good experience for us for the future,”
– Jakub Bartczuk, Data Scientist at deepsense.ai

AI Blitz started as a beginner-friendly challenge to help AI students, professionals, and researchers across the world learn new skills by solving real-world problems. In past editions over 2600 participants have made more than 14500 submissions across several countries.

https://deepsense.ai/wp-content/uploads/2022/03/First-place-for-deepsense.ai-in-the-AI-Blitz-13-competition.png 700 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-03-14 09:05:112022-03-14 13:05:44First place for deepsense.ai in the AI Blitz 13 competition
deepsense.ai is a partner of PoweR workshops

deepsense.ai is a partner of PoweR workshops

March 1, 2022/in Press release /by deepsense.ai

deepsense.ai has become an exclusive partner of the PoweR workshop series on Python and R programming languages, organized for students of the Warsaw University of Technology by the Data Science Science Club and the Why R Foundation.

Every year, the PoweR workshops attract over 600 participants eager to deepen their practical knowledge in the area of Data Science. This year’s workshops will be held throughout the whole March,2022 on the topics around: data exploration, feature engineering and machine learning.

As a part of the series, our Data Scientists – Maciej Domagała and Adam Maciaszek – will conduct a certified workshop: “Machine learning in medicine”.

https://deepsense.ai/wp-content/uploads/2022/03/deepsense.ai-is-a-partner-of-PoweR-workshops.png 513 939 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-03-01 17:32:192022-03-01 17:34:22deepsense.ai is a partner of PoweR workshops
deepsense.ai named as an AI Success Story of the Polish ICT market by PAIH

deepsense.ai named as an AI Success Story of the Polish ICT market by PAIH

April 5, 2022/in Press release /by deepsense.ai

In the material “Succeed with Poland. The information and communications technology sector”, prepared by the Polish Investment and Trade Agency (PAIH), deepsense.ai was named as a Success Story next to such champions as Blik and CD Projekt Red.

“We are proud of this distinction and we treat it primarily as a motivation to continue working on the development of deepsense.ai”
– Tomasz Kułakowski, CEO at deepsense.ai.

The Polish Investment and Trade Agency (PAIH) supports both the foreign expansion of Polish business and the inflow of FDI into Poland. Supporting entrepreneurs, the Agency assists in overcoming administrative and legal procedures, related to specific projects as well as helps to develop legal solutions, find a suitable location, reliable partners and suppliers.

deepsense.ai named as an AI Success Story of the Polish ICT market by PAIH - page 9
Source: “Succeed with Poland.The information and communications technology sector” page 9

The brochure can be viewed here:

https://deepsense.ai/wp-content/uploads/2022/02/deepsense.ai-named-as-an-AI-Success-Story-of-the-Polish-ICT-market-by-PAIH.png 361 750 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-04-05 09:11:532022-04-05 11:48:57deepsense.ai named as an AI Success Story of the Polish ICT market by PAIH
Robert Bogucki among the mentors of the BCG EmpowerPL mentoring program

Robert Bogucki among the mentors of the BCG EmpowerPL mentoring program

February 8, 2022/in Press release /by deepsense.ai

Robert Bogucki, Co-founder & CTO at deepsense.ai, has become a mentor in the EmpowerPL program initiated by the Boston Consulting Group and the Federation of Polish Student Associations in Great Britain.

EmpowerPL connects business owners, C-level executives, and outstanding experts with young Poles who study at the best universities abroad and in Poland. Participants of the program are students from prestigious universities such as Oxford, Cambridge, LSE, Sciences Po, or the Warsaw School of Economics.

I’m very pleased to have been invited to participate in this wonderful project. I’m glad to have  the opportunity to share my experience in Technology, Business, and Data Science with people who are just starting out along their career path. I hope that the mentorship that the mentees get at this early stage will help them to better navigate through their journeys and prove fruitful in the years to come.
– Robert Bogucki

As part of the program, Robert will cooperate with a selected mentee for the next 6 months.

https://deepsense.ai/wp-content/uploads/2022/02/Robert-Bogucki-among-the-mentors-of-the-BCG-EmpowerPL-mentoring-program.png 630 1200 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-02-08 13:44:192022-02-08 13:49:14Robert Bogucki among the mentors of the BCG EmpowerPL mentoring program
2021 - the year in review

2021: the year in review

January 18, 2022/in Press release /by deepsense.ai

Tomasz Kułakowski, CEO, summarizes last year and outlines deepsense.ai’s plans for 2022.

In 2021, business still operated in the “pandemic mode”. Was 2021 different than 2020 for deepsense.ai?

Nobody expected the pandemic to last this long. From a business point of view, in 2020 we did everything we could to endure this difficult time, with the great hope that 2021 would bring a return to the old, pre-pandemic reality. Meanwhile, another year of the pandemic has passed. It teaches humility and an agile approach to business development.

As far as developing the deepsense.ai strategy is concerned, in 2021 we started to take full advantage of all the opportunities brought by the pandemic. Paradoxically, remote work has reduced the distance between us and new, potential Customers. More Clients changed their perspective and realised that working with a partner from the other side of the globe can be as effective as working with a supplier from the same country. Not only that – with tools such as G Suite, Zoom, Slack etc. used widely by our Clients as internal collaborative tools, yet allowing seamless collaboration with us – we have become full-fledged team members. The outlook for deepsense.ai development has become even more global.

What are you most proud of from the past year?

In a way, I am repeating my answer from last year, because I am still more than proud of the People who make up deepsense.ai. The dynamic development of deepsense.ai is our common success and I am glad to see the constant enthusiasm and commitment.

I am also satisfied with the development of our portfolio of projects. In 2021 we grew by 55% and we won some new Customers – global brands – that trusted us in automating key business processes. Additionally, we have deepened our cooperation with existing Clients. I am pleased that our clients are increasingly thinking about long-term cooperation with us. For many, we have become not just an AI vendor for one-off AI implementation, but an AI partner involved in building competitive advantage through data analysis and automation.

Moreover, with the challenges of remote/hybrid work models and tech recruitment becoming more and more demanding, it has been increasingly difficult for some of our Clients to cater to their AI needs relying only on internal resources. I am happy that with our help, together, we were able to streamline new developments and jumpstart all the exciting projects that we get to do as partners.

The pandemic has forced a change in the approach to doing businesses in almost every industry. In my opinion, it has resulted in even greater openness to AI-driven solutions. Clients appreciate that thanks to cooperation with us, they do not have to waste time on long-term and costly in-house AI team-building. It enables the rapid achievement of visible results, crucial in times of uncertainty.

What are deepsense.ai’s plans for 2022?

We plan to continue our development in the areas of computer vision, natural language processing, and predictive analytics, through the implementation of both commercial and research projects.

We are looking at some interesting trends that might affect the future shape of the industry. I specifically mean the rise in importance of the MLOps field that signifies a growing maturity of the AI ecosystem. We are seeing a shift from curious experimentation towards mature pipelines and maintainability. This has aligned well with the emergence of powerful language modeling methods that will further widen the possibilities in NLP-based solutions.

I am optimistic about the development of deepsense.ai in 2022 and I already know that this year will bring us many interesting projects and challenges.

https://deepsense.ai/wp-content/uploads/2022/01/2021-the-year-in-review.jpeg 700 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-01-18 14:31:252022-01-18 15:27:062021: the year in review
deepsense.ai - partner of the Data Science Summit 2021

deepsense.ai – partner of the Data Science Summit 2021

November 21, 2021/in Press release /by deepsense.ai

deepsense.ai has partnered with the  Data Science Summit – the largest and oldest independent data science conference in the CEE Region.

The Summit brings together over 2500 data science professionals from academia and industry to discuss state-of-the-art applications. It features 15 thematic sessions and over 50 talks by leading experts. Accompanying the conference is the Data Science Expo; a job fair where you can meet and talk with company representatives in person at their booths.

During the event Jan Kanty Milczek, Principal Data Scientist at deepsense.ai will deliver a presentation on the topic “Whale Rescue – What We Learned About AI, Business, and Ecology.”

https://deepsense.ai/wp-content/uploads/2021/11/deepsense.ai-partner-of-the-Data-Science-Summit-2021.png 598 1378 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2021-11-21 16:21:382021-11-21 16:23:33deepsense.ai – partner of the Data Science Summit 2021
deepsense.ai among top world experts sharing machine learning knowledge at ML in PL 2021

deepsense.ai among top world experts sharing machine learning knowledge at ML in PL 2021

November 2, 2021/in Press release /by deepsense.ai

Once again deepsense.ai is a ML in PL conference partner. As it does every year, the event is focused on discussions around machine-learning best practices both in academia and in business.

The 2021 edition will feature outstanding international experts, including: Yoshua Bengio (Full Professor at Université de Montreal), Marta Kwiatkowska (Professor at University of Oxford), Rich Caruana (Senior Principal Researcher at Microsoft) as well as Marta Garnelo (Research Scientist at DeepMind). On behalf of deepsense.ai at the event, Robert Bogucki, CTO, will take part in the discussion “Prospects for ML in Poland: education and work”.

The event is organized by the ML in PL Association – a non-profit organization devoted to fostering the machine learning community in Poland and promoting a deep understanding of ML methods.

https://deepsense.ai/wp-content/uploads/2021/11/deepsense.ai-among-top-world-experts-sharing-machine-learning-knowledge-at-ML-in-PL-2021.png 700 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2021-11-02 12:25:372021-11-02 12:26:01deepsense.ai among top world experts sharing machine learning knowledge at ML in PL 2021

deepsense.ai researcher to present papers at NeurIPS 2021

October 8, 2021/in Press release /by deepsense.ai

Congratulations go out to Piotr Miłoś – Senior Researcher at deepsense.ai – and the AWARElab team on the selection of their research papers at NeurIPS 2021. It is the third time a deepsense.ai researcher is to present a research paper at the NeurIPS conference.

In this year’s installment of the world’s most closely watched AI conference, Piotr Miłoś together with the AWARElab team, share their insights in the following areas:

  • Subgoal Search for Complex Reasoning Tasks. Authors: K. Czechowski, T. Odrzygóźdź,  M. Zbysiński, M. Zawalski, K. Olejnik, Y. Wu, Ł. Kuciński, P. Miłoś
  • Continual World: A Robotic Benchmark for Continual Reinforcement Learning. Authors: M. Wołczyk, M. Zając, R. Pascanu, Ł. Kuciński, P. Miłoś
  • Catalytic Role of Noise and Necessity of Inductive Biases in the Emergence of Compositional Communication. Authors: Ł. Kuciński, T. Korbak, P. Kołodziej, P. Miłoś

“I’m excited about all these papers. The subgoal approach lets us efficiently prove mathematical inequalities and solve challenging combinatorial tasks like Rubic’s cube. Continual World is the first benchmark blending the important fields of continual and reinforcement learning. Both of them are conjectured to be key in the long goal of developing truly intelligent systems. Finally, the study of biases has been an increasingly important topic in AI. Our work sets the ground for a better understanding of the emergence of structured signals. I’d like to thank my team for their great work, and I’m looking forward to new developments. We’ve already started follow-on projects!”

– Piotr Miłoś, Senior Researcher at deepsense.ai.

For 35 years, the NeurIPS conference – one of the premier gatherings in artificial intelligence and machine learning – has been held at various locations around the world. The conference is organized by the Neural Information Processing Systems Foundation, a non-profit corporation whose purpose is to foster insights into solving difficult problems by bringing together researchers from the biological, psychological, technological, mathematical, and theoretical areas of science and engineering. In response to the COVID-19 Pandemic, the 2021 NeurIPS is the second to be held virtually.

https://deepsense.ai/wp-content/uploads/2021/10/neurips21.png 700 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2021-10-08 19:57:272021-10-10 18:43:03deepsense.ai researcher to present papers at NeurIPS 2021
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