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Over 2000 applications for 10 vacancies - a wrap-up of deepsense.ai’s Summer Internship Program 2022

Over 2000 applications for 10 vacancies – a wrap-up of deepsense.ai’s Summer Internship Program 2022

January 29, 2023/in Press release /by deepsense.ai

As every year, deepsense.ai invited talented and ambitious students interested in internships in the field of AI to apply for the Summer Internship Program. From over 2000 applications, the 10 most talented students were chosen to join our team.

deepsense.ai’s annual Summer Internship Program has been very popular among young AI specialists for many years now. From the very beginning, our primary intention has been to establish long-term cooperation with the most talented AI enthusiasts.

“The 2022 edition of the Summer Internship Program was unique in many respects. First of all, we registered a record number of applications – we had over 2,000 applications for 10 vacancies. What’s more, 8 out of 10 of our interns have continued cooperation with deepsense.ai as full-fledged team members”
said Renata Maszczykowska, HR Manager at deepsense.ai.

The success of the SIP would not be possible without the substantive and promotional support of the Polish Business Roundtable as part of the Career Program. For over 19 years PBR has been offering internships at the most reputable Polish companies, connecting ambitious students with the creators of Polish business. deepsense.ai joined the prestigious group of companies offering internships in 2018. The program, built on many years of experience and the support of experts from the Polish Business Roundtable, not only provides the highest-quality practical knowledge for interns, but also provides invaluable substantive and promotional support for the companies offering the internships. Every year, PBR conducts detailed intern satisfaction surveys, which provide additional insights for the participating companies. This year, deepsense.ai received an overall rating of 5.5 out of 6 in the satisfaction survey.

During the three-month program, interns expand their knowledge in the field of artificial intelligence and machine learning, undertaking real solutions as part of our commercial and R&D projects.

“Transformational – that’s the best way to describe my experience at deepsense.ai. From the very first day, I felt that I had to learn and adapt quickly in order to truly support the team. I was placed in four live projects with real clients, deadlines and expectations. Throughout those three months I had the opportunity to present deepsense.ai’s solutions and products to our client’s board members, I conducted competition research and was also allowed to develop my own project. Even better, after my internship was over I was offered the opportunity to work for deepsense.ai remotely from the US, where I’m currently participating in a student exchange at the University of California!”
said Jan Rosek, a participant in the Summer Internship Program 2022, who is now working as a Junior Business Analyst at deepsense.ai.

“Participation in the internship program at deepsense.ai gave me an opportunity to work on real-life projects with international clients. It was (and still is!) a significant boost for my skills and personal development. My teammates’ openness and eagerness to help are mind-blowing and thanks to that I can really feel the progress I’ve made”
said Natalia Czerep, a participant in the Summer Internship Program 2022, who is now working as a Junior Data Scientist at deepsense.ai.

Recruitment for the next Summer Internship Program at deepsense.ai will start in February. We invite all interested students to follow the information on our website and social media.

https://deepsense.ai/wp-content/uploads/2023/01/Over-2000-applications-for-10-vacancies-a-wrap-up-of-deepsense.ais-Summer-Internship-Program-2022.jpeg 800 1600 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2023-01-29 16:55:192023-02-03 18:16:45Over 2000 applications for 10 vacancies – a wrap-up of deepsense.ai’s Summer Internship Program 2022
Looking back on 2022- a year in review

Looking back on 2022: a year in review

January 16, 2023/in Press release /by deepsense.ai

Tomasz Kułakowski, CEO, gives us an overview of what’s new in the development of deepsense.ai.

How do you rate the past year?
From a global perspective, 2022 was another challenging year full of unexpected events. However, from the viewpoint of deepsense.ai, we had already learned how to adapt to the volatility of the business environment and react in an agile way to such challenges. I would even say that in the face of such dynamic changes, we had a great opportunity to learn and develop much faster as an organization.

The COVID-19 pandemic had significantly accelerated the digital development of enterprises and last year many of them made decisions to implement advanced AI solutions faster and on a larger scale. Therefore, my assessment of deepsense.ai in 2022 is absolutely positive and I am proud of our achievements.

What are you most proud of from the past year?
We live in a world full of questions, where running an international business is a big challenge. I am glad that despite such changing conditions, we have been able to maintain team spirit and deliver state-of-the-art solutions for our customers. In 2022, our international client portfolio grew by 40% and revenue increased by 120% year-on-year. On top of that, the Polish Investment and Trade Agency named us as a Success Story of the Polish IT market alongside champions such as Blik and CD Projekt Red.

In addition to developing commercial projects, we have also focused significant  attention on impacting the global AI community through R&D projects. Our research papers were presented at the NeurIPS 2022 conference, among others, and we were once again amongst the leaders in Kaggle competitions. Moreover, our NLP team has introduced TrelBERT, a language model for Polish social media which has achieved outstanding results in detecting cyberbullying.

Last year, we also focused strongly on structuring processes and strengthening the organizational culture by formalizing the compliance policy covering such areas as diversity and inclusion, standards of cooperation with customers and business partners, sustainable development, and AI ethics, among others.

After the COVID-19 pandemic, the IT job market has become even more global, so the fight for the best employees is intense. As part of our talent management and acquisition strategy, we have implemented diverse development programs, participated in industry and scientific conferences, and are active contributors to the AI community. I am glad that these activities have effectively developed our brand as a highly valued employer. This is confirmed by statistics related to our Summer Internship Program 2022 – we had over 2,000 applications for 10 vacancies.

Everything that I have mentioned above is proof of our success, but I emphasize at every opportunity that I am most proud of the amazing energy of the depsense.ai team – 120 people who drive a perfectly functioning machine with their proactiveness, creativity and expertise. I consider this amazing team to be the greatest asset of our company.

What are deepsense.ai’s plans for 2023?
Our plans for 2023 include maintaining high growth dynamics and gradually increasing the number of long-term customers. In order to consolidate our position on the international market, we have started to develop an international sales and revenue generation department. We are conducting advanced recruitment processes to find a new Director of Revenue as well as Sales Executives. The rapid scaling of our business, however, requires not only that we follow the latest technologies and build strong sales skills, but above all maintain the ability to build a motivated team.

In my opinion, the year ahead holds significant promise for deepsense.ai and we can count on maintaining these levels of dynamic development. I look at our plans with both humility and excitement.

https://deepsense.ai/wp-content/uploads/2023/01/Looking-back-on-2022-a-year-in-review.jpeg 900 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2023-01-16 07:56:482023-01-16 10:45:03Looking back on 2022: a year in review
deepsense.ai again among the leaders in the Kaggle competition

deepsense.ai again among the leaders in the Kaggle competition

December 7, 2022/in Press release /by deepsense.ai

deepsense.ai Data Scientist Jakub Pingielski has won a gold medal in Kaggle’s competition HuBMAP + HPA – Hacking the Human Body. Jakub took 12th place out of 1175 participants, coming in only 1.5 points behind the winner.

The competition was connected with the Human BioMolecular Atlas Program (HuBMAP), working to create a Human Reference Atlas at the cellular level. Sponsored by the National Institutes of Health (NIH), HuBMAP and Indiana University’s Cyberinfrastructure for Network Science Center (CNS) have partnered with institutions across the globe for this endeavor. A major partner is the Human Protein Atlas (HPA), a Swedish research program aiming to map the protein expression in human cells, tissues, and organs, funded by the Knut and Alice Wallenberg Foundation.

The task for the contestants was to identify and segment functional tissue units (FTUs) across five human organs. Participants developed models using a dataset of tissue section images, with the best submissions segmenting FTUs as accurately as possible.

“In my opinion, participating in Kaggle competitions is a great opportunity to learn state-of-the-art machine learning models and techniques from leading practitioners. I decided to participate in this contest while working on a commercial project in a similar domain at deeepsense.ai. The lessons learned from this competition enabled me to provide best-in-class performance for our client. Moreover, competitions like this are very satisfying to participate in since you know that your solution will be used for a good cause,”
said Jakub.

The key to achieving the best results was the application of very strong data augmentations while training deep neural networks. By doing so, Jakub was able to train a model that was robust to domain shift and performed equally well on microscopic images from different medical databases. The core of the training pipeline was based on the Vision Transformer model which has proven to perform better than models based on Convolutional Neural Networks. Additionally, model ensembling and test time augmentation made it possible to squeeze out model performance.

The results of the competition were of significant value – with a better idea of the relationship between cells, researchers have obtained further insight into the function of cells that impact human health. Furthermore, the Human Reference Atlas constructed by HuBMAP will be freely available for use to researchers and pharmaceutical companies alike, potentially improving and prolonging human life.

https://deepsense.ai/wp-content/uploads/2022/12/deepsense.ai-again-among-the-leaders-in-the-Kaggle-competition.jpeg 864 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-12-07 07:11:312022-12-07 10:24:48deepsense.ai again among the leaders in the Kaggle competition
How deepsense.ai empowers tech talents

How deepsense.ai empowers tech talents

November 3, 2022/in Press release /by deepsense.ai

Interview with Mateusz Ziebura – a mentee of Robert Bogucki, Co-founder & CTO at deepsense.ai, as part of the EmpowerPL program, established by the Boston Consulting Group and the Federation of Polish Student Associations in Great Britain.

Introduction

Robert Bogucki is a mentor in the EmpowerPL program, which connects business owners, C-level executives, and outstanding experts with young Poles who study at the best universities abroad and in Poland.  As part of the program, Robert has been cooperating with Mateusz Ziebura, a student from De Montfort University. We talked to Mateusz about his participation in the program and his career development.

Why did you decide to take part in the EmpowerPL program?

Mateusz: I found the opportunity to participate in the program extremely interesting on many levels. Most of all, I wanted to find out more about the success stories of people in the tech industry. The opportunity to learn about Robert’s career gave me many new ideas and inspirations for my own professional development. I was impressed with Robert’s openness and his valuable development tips. The second aspect that was important to me was the opportunity to broaden my knowledge of artificial intelligence under the supervision of an expert. I had a great opportunity to take advantage of Robert’s extensive expertise in this field, which allowed me to quickly grasp the key elements from the data science and machine learning domains. My main specialization is cybersecurity, but the meetings with Robert helped me to discover new areas combining cybersecurity and AI, which was an extremely valuable experience.

What is important to you when it comes to professional development?

Mateusz: I am a person who values continuous development and constantly raising the bar. I am aware that, especially in the area of cybersecurity, you need to develop and keep up with the latest technologies and approaches, all the time. With Robert I  discussed the fact that on the one hand the technology industry offers a lot of room for development, but on the other hand it is extremely demanding. I especially remembered Robert’s remark about being flexible and not fixated on one career path. I am fully aware that in 10 years the tech industry will look completely different, and flexibility and the willingness to learn new topics will be the key to success. I also think that in building a professional career it is important to take care of work-life balance; having the time to develop my passion for electronic music is equally important to me.

What did your cooperation with Robert look like?

Mateusz: Once a month, I met Robert online or offline and discussed issues that were interesting to me. Additionally, as part of developing knowledge about artificial intelligence, Robert prepared additional materials for me, which we discussed during our meetings. We also talked a lot about the possibility of implementing AI in the area of cybersecurity.

What did you learn during the program?

Mateusz: I really appreciate all of Robert’s advice on having a flexible approach to various professional challenges and work-life balance. Robert’s openness and willingness to share his knowledge were also a positive surprise for me. I certainly recommend the program to anyone who wants to meet top experts from the tech industry in person and look at the development of one’s career from a new perspective.

https://deepsense.ai/wp-content/uploads/2022/11/How-deepsense.ai-empowers-tech-talents.jpeg 900 1600 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-11-03 17:02:072022-11-03 17:09:17How deepsense.ai empowers tech talents
deepsense.ai at ML in PL 2022

deepsense.ai at ML in PL 2022

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

It has become tradition for deepsense.ai to be a partner of the ML in PL conference. Every year, the event is focused on discussions around machine learning best practices in both academia and business. The 2022 edition, which will take place between 4-6 November, will feature top international ML experts.

On behalf of deepsense.ai, Robert Bogucki, CTO, will take part in the panel discussion “Industry and Academia”. During the panel, the wide range of implications of AI will be investigated and the guests will delve deep into both positive and negative impacts on science and industry.

Moreover, Wojciech Szmyd, Data Scientist at deepsense.ai, will share insights about the application of natural language processing techniques to the social media domain during the presentation “TrelBERT – a model that understands the language of social media.” In this talk Wojciech will explain what is so interesting in the language of social media and why this topic requires special attention.

“I’m super happy to have this opportunity to present the TrelBERT model –  deepsense.ai’s latest contribution to the advancement of Polish NLP.  Our model has achieved outstanding results in detecting cyberbullying and has brought us a great deal of satisfaction.”
– Wojciech Szmyd, Data Scientist at deepsense.ai.

The ML and PL conference 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/2022/10/deepsense.ai-at-ML-in-PL-2022.png 423 847 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-10-28 10:00:162022-10-28 12:44:23deepsense.ai at ML in PL 2022
Meet us at VISION 2022 in Stuttgart

Meet us at VISION 2022 in Stuttgart

September 15, 2022/in Press release /by deepsense.ai

deepsense.ai is pleased to announce its participation at VISION Stuttgart 2022 (Oct 4-6) – the world’s leading trade fair for machine vision, where we will present our present computer vision-based quality control software.

VISION provides a unique overview of the entire range of machine vision products and services together with insights into current and future technologies.

Combining visual control technology with machine learning, deepsense.ai is able to tackle complex problems that can’t be solved with simple solutions based on human effort alone. We create diverse AI-driven, customized, computer vision-based solutions that take on the most demanding challenges across many sectors, including: food & beverages, automotive, industrial goods, and packaging.

The deepsense.ai team looks forward to seeing you in Stuttgart. Come and visit us in hall 8 stand C20.

https://deepsense.ai/wp-content/uploads/2022/09/Meet-us-at-VISION-2022-in-Stuttgart.jpeg 700 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-09-15 12:00:592022-09-26 11:51:15Meet us at VISION 2022 in Stuttgart
deepsense.ai contributes to the advancement of Polish NLP by developing TrelBERT, a model that understands the language of social media

deepsense.ai contributes to the advancement of Polish NLP by developing TrelBERT, a model that understands the language of social media

September 19, 2022/in Press release /by deepsense.ai

With the growing importance and popularity of social media, the application of natural language processing techniques to this domain is becoming an increasingly trendy topic among NLP researchers. As part of an R&D project aiming to contribute to the advancement of Polish NLP, deepsense.ai experts have introduced TrelBERT, a language model for Polish social media which has achieved outstanding results in detecting cyberbullying.

“We actively follow the latest international developments in the field of NLP and, as part of the R&D project, our team has decided to take up the challenge and support the advancement of Polish NLP. Working on TrelBERT not only brought us a great deal of satisfaction, but also allowed us to learn how to handle the rather informal language used on social media. When examining the resulting model, we discovered that it knows a lot about Polish sports and politics – topics frequently discussed online by humans”
said Artur Zygadło, Lead Data Scientist at deepsense.ai.

The typical approach to training modern NLP models is so-called transfer learning, which assumes the development of one large NLP model that captures general knowledge about the language, and can then be trained to perform various specific tasks. The starting point for the experiments was HerBERT, a solution previously published by Allegro – the company behind the largest e-commerce platform in Poland. Their model already knew the general rules, words and their meanings in different contexts in the Polish language, which it learned by “studying” texts from various sources: CommonCrawl, the National Corpus of Polish, movie subtitles or Wikipedia. What it did not know about was the language of social media, which differs significantly from texts in the resources listed above. And this is what deepsense.ai’s team taught it.

The model created by deepsense.ai utilized HerBERT and was further trained using almost 100 million messages extracted from Polish Twitter. The decision was made to name the model TrelBERT, as “trel” is a Polish word describing the sound made by a bird (referring to “tweet”).

To evaluate TrelBERT against the tasks included in the Polish NLP, a benchmark called KLEJ (analogous to the famous English GLUE benchmark) was used. One of the tasks that was especially interesting was one which served the purposes of cyberbullying detection. The goal was to prepare a solution capable of determining whether a given Tweet is harmful or not. In this particular task, thanks to being trained on Twitter texts, the model surpassed all the other competitors and is currently holding the top position on the KLEJ leaderboard (in the “CBD” column – results for cyberbullying detection).

“It is no surprise to me that our model has achieved the best results in the cyberbullying detection task. This problem was born on social media and only exists there. We suspect that our model would beat the competition in other social media-related tasks, where content is spontaneous and generated by users, such as sentiment analysis or emotion recognition. Unfortunately, the Polish NLP community lacks such datasets”
said Wojciech Szmyd, Data Scientist at deepsense.ai.

Apart from submitting the model’s results to KLEJ, deepsense.ai made TrelBERT available in the popular Hugging Face repository of models. You can give the model a try and read more about it here.

https://deepsense.ai/wp-content/uploads/2022/09/deepsense.ai-contributes-to-the-advancement-of-Polish-NLP-by-developing-TrelBERT-a-model-that-understands-the-language-of-social-media.png 1034 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-09-19 18:44:212022-09-19 19:13:46deepsense.ai contributes to the advancement of Polish NLP by developing TrelBERT, a model that understands the language of social media
deepsense.ai – partner of the Data Science Summit ML Edition 2022

deepsense.ai – partner of the Data Science Summit ML Edition 2022

July 4, 2022/in Press release /by deepsense.ai

deepsense.ai has partnered with the Data Science Summit ML edition 2022. DSSML is a special edition of the Data Science Summit devoted entirely to the AI/ML area.

The Summit brought together over 1000 machine learning professionals from academia and industry to discuss state-of-the-art applications. It featured over 50 talks by leading industry experts. During the event Mateusz Wosiński, Data Scientist at deepsense.ai,  shared insights on the use of computer vision models as part of the presentation “Why are ready-made solutions not enough? Image tagging and visual search in a non-standard form”.

https://deepsense.ai/wp-content/uploads/2022/07/deepsense.ai-–-partner-of-the-Data-Science-Summit-ML-Edition-2022.png 904 1920 deepsense.ai https://deepsense.ai/wp-content/uploads/2019/04/DS_logo_color.svg deepsense.ai2022-07-04 18:30:082022-07-04 18:32:42deepsense.ai – partner of the Data Science Summit ML Edition 2022
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
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