In 2019, finalist team Wombat at the Hack the News Datathon. This competition brought together data scientists, analysts, and journalists to create innovative solutions addressing real-world news challenges through data-driven storytelling and analytics. Team Wombat...
In 2019, finalist team Wombat at the Hack the News Datathon. This competition brought together data scientists, analysts, and journalists to create innovative solutions addressing real-world news challenges through data-driven storytelling and analytics.
Team Wombat distinguished itself by developing an advanced AI-based solution that enhanced news content analysis, optimized news delivery, and provided actionable insights into reader behavior and engagement. The team's innovative approach demonstrated the significant potential of integrating machine learning into the media industry, showcasing how advanced analytics can transform newsrooms and improve audience interaction.
Alexander Efremov is the CEO and founder of AUTEGRY Ltd, as well as Assoc. Prof., Vice Dean of Business Relations at TU Sofia, Faculty of Automatics. Alexander has has broad experience and background in: oil industry (Gallus Consulting, Ltd.) – design and development of...
Alexander Efremov is the CEO and founder of AUTEGRY Ltd, as well as Assoc. Prof., Vice Dean of Business Relations at TU Sofia, Faculty of Automatics.
Alexander has has broad experience and background in:
oil industry (Gallus Consulting, Ltd.) – design and development of adaptive control systems,
satellite communication (RaySat Ltd.) – tracking systems for mobile flat antennas using Kalman theory and multiple model estimators,
retail (Retail Analytics Ltd) – demand modelling, forecasting, price & order strategies optimization for large hypermarket chains,
finance and marketing (Experian) – the mathematical algorithms behind the analytical in-house applications for scorecards development, marketing strategy optimization, etc.,
AI as a service (A4E Ltd) – automated analytical software, which produces the A4E’s services that support fintech, retail, health insurance, pharmacy and other businesses.
Currently he works at AUTEGRY Ltd. (www.autegry.com) where he leads a team of Postdocs, Ph.D. candidates and other experts in the area of Data Science and supports digital transformation of its clients, providing consultancy and tailor-made automated systems, based on AI.
Also, he is an associate professor at TU – Sofia, where he leads courses on: ML, DM, AI, Advanced BI Systems, Production Automation and other courses from the area of Data Science and Control Systems.
Linked-in: www.linkedin.com/in/aefremov
In this session you will have the chance to learn more about:
1. Introduction to AI-driven automation – How automation transforms retail by optimizing inventory management
2. Demand Modelling and Forecasting
ML models for customers demand prediction
Sales components: seasonality, trend, remaining component
External factors: retailers actions and disturbances
3. Inventory Optimization
Constraint optimization for optimal inventory management
Parameters: Supply
Objective: Profit
Constraints: Waste, Stockouts, Turnover, etc.
4. Conclusion
AI and future of jobs and roles
Creating and assessing media article embeddings by Krum Arnaudov Event info https://fb.me/e/2Zj2VAtGB Event details https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov
Event info
https://fb.me/e/2Zj2VAtGB
Event details
https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov Event info https://fb.me/e/2Zj2VAtGB Event details https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov
Event info
https://fb.me/e/2Zj2VAtGB
Event details
https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov Event info https://fb.me/e/2Zj2VAtGB Event details https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov
Event info
https://fb.me/e/2Zj2VAtGB
Event details
https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov Event info https://fb.me/e/2Zj2VAtGB Event details https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov
Event info
https://fb.me/e/2Zj2VAtGB
Event details
https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov Event info https://fb.me/e/2Zj2VAtGB Event details https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov
Event info
https://fb.me/e/2Zj2VAtGB
Event details
https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov Event info https://fb.me/e/2Zj2VAtGB Event details https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
Creating and assessing media article embeddings by Krum Arnaudov
Event info
https://fb.me/e/2Zj2VAtGB
Event details
https://www.datasciencesociety.net/events/data-science-in-media-creating-and-assessing-media-article-embeddings/
