Data-Driven Future: AI, Transformation & Decision Making
Info
TeleSoftas invites individuals seeking to enhance their knowledge in innovative data technologies to a vibrant knowledge-sharing and networking gathering.
During the session, participants will gain practical insights into creating intelligence with RAG and LLMs, optimizing data pipelines with DBT Core and Databricks Asset Bundles, and improving decision-making through A/B testing using Thompson Sampling.
The gathering focuses on exchanging hands-on knowledge, offering a chance for professionals to develop their skills and network with others in the field.
AGENDA
On December 12th, TeleSoftas will host a series of talks featuring their experts discussing key topics:
> Building Intelligence: RAG and LLM Ecosystem for Semantic Search and Insights, by Aušra Varoneckienė, Data Scientist and Karolis Kesminas, Data Engineer at TeleSoftas
Experts will delve into the ecosystem of AI tools and agents, showcasing their ability to automate tasks, tackle complex issues, and enhance efficiency through technological insights and application examples.
- Overview of AI tools and their ecosystem.
- Solutions for complex problems using AI technologies.
- Implementation of semantic search with LangChain and transformers.
> From Data to Decisions: Unlocking A/B Testing with Thompson Sampling, by Martynas Venckus, Data Scientist at TeleSoftas
Participants will explore Bayesian statistics and its use in addressing multi-armed bandit problems, ensuring a balance between theory and practical application through hands-on coding demonstrations.
- Insights into Bayesian statistics and its application.
- Balancing theoretical knowledge with practical insights.
- Hands-on coding demonstration for a tangible understanding.
> Transforming Data Pipelines: DBT core and Databricks Asset bundles, by Robertas Petrauskas, Data Engineer at TeleSoftas
The team will discuss how integrating Databricks Asset Bundles (DABs) and DBT solved challenges within data pipelines, facilitating streamlined deployment, version control, and effective data transformations.
- Effective strategies for data solutions.
- Practical advice for businesses to leverage their data for informed decision-making in competitive markets.
Participants are encouraged to engage during the networking session on the rooftop before and after the talks, where informal discussions and inquiries will be welcomed. Complimentary food and drinks will be available.
- 6:30 p.m. - event begins
- 8:30 p.m. - estimated conclusion of the gathering
- Language of the session: English
- Guests are welcome to remain until 10 p.m.
Location: TeleSoftas office (K. Donelaičio str. 60, Kaunas)
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