A rich program and lots of content
Industry professionals will tell you the most important thing
The conference brings together participants from all over the world
Data Scientists, CEOs, CTOs, Product Managers
Interesting Data Science Cases
Solutions for industry-wide problems
Failures and lessons learned
Simple and complex practices that help develop DS solutions
CEOs, VCs, Product managers
Startup Competition
Startup Pitches
How to sell Data Science to US Customers?
Data Science first IT companies
Data Scientists, ML Engineers, Data Analysts
Natural Language Processing
Computer Vision
Different algorythms for different problems
Data Science Solutions Track |
09:30 – 10:00 Registration |
10:00 – 10:45 Штучний інтелект як каталізатор інноваційної культури в компаніях (UA)Veronika Snizhko |
10:45 – 11:30 Secret Topic |
11:30 – 12:15 Secret Topic |
12:15 – 13:00 Secret Topic |
13:00 – 13:45 What's wrong with Generative AI? (UA)Generative AI, while transformative in its capabilities, faces a spectrum of challenges that raise concerns and invite scrutiny. One of the most prominent issues is its propensity for "hallucination," where the AI generates false or misleading information, a phenomenon that challenges the reliability and trustworthiness of its outputs. Additionally, the deployment and maintenance of generative AI models often come with significant cost disparities, making access uneven across different users and organizations. Another critical concern is the inconsistency in responses, which can range from highly insightful to nonsensical, undermining user confidence in the technology. Moreover, the governance and moderation of content generated by AI are fraught with complexities, as it necessitates navigating a fine line between promoting creativity and ensuring safety and compliance with ethical standards. These issues collectively underscore the need for continuous improvement and stringent oversight to harness the full potential of generative AI while mitigating its downsides. |
13:45 – 14:30 Secret TopicSecret Speaker |
14:30 – 15:15 Secret TopicSecret Speaker |
15:15 – 15:30 Conference Closing |
AI Business Track |
09:30 – 10:00 Registration |
10:00 – 11:30 Panel Discussion: "Новий дивний новий світ AI"Volodymyr Shtenovych, Moderator: Dmytro Tkachenko |
11:30 – 12:15 Можливості АІ відео для бізнесу (UA)• Автоматизоване створення відеоконтенту за допомогою АІ заощаджує час та ресурси. • Віртуальні презентери та аватари, згенеровані за допомогою АІ, можуть використовуватись для навчальних відео та презентацій продуктів. • Завдяки АІ можна робити автоматичний переклад та субтитрування відео для різних мовних аудиторій. |
12:15 – 13:00 Medical applications of artificial intelligence in HealthTech (UA)• Past, present and prospects of artificial intelligence (machine learning) technologies • Software & hardware • Specific applications of artificial intelligence in health (medical) sphere |
13:00 – 13:45 Дослідження впливу стресу на українських дата саєнтистів (UA) |
13:45 – 14:30 AI Agents as Role-Playing Business Modeling Tools (UA)The next ten years will be a time of rapid development of generative artificial intelligence. It has already become a technological revolution, similar to the launch of ATMs, the birth of the Internet, the appearance of smartphones or electric cars. AI Agents can simulate philosophers and figures of the past, they are unbiased and noncommittal. Like tin soldiers, they can stimulate a person's imagination and help gain insights. The integration of Generative AI is a powerful tool for simulating diverse business scenarios within the context of role-playing. By attracting Generative AI, organizations can harness its capabilities to collaboratively devise solutions tailored to specific challenges, drawing upon unique datasets and customer insights. This innovative approach not only addresses complex issues but also enhances internal communication within teams. Additionally, the utilization of Generative AI accelerates research and development processes, thereby mitigating time and cost constraints associated with the introduction of new products to the market. |
14:30 – 15:15 Куди рухається ринок AI у 2024 році. Інсайти від Stanford HAI (UA) |
15:15 – 16:00 Secret TopicSecret Speaker |
16:00 – 16:15 Conference Closing |
Machine Learning Track |
09:30 – 10:00 Registration |
10:00 – 10:45 Introduction into Graph Neural Networks (GNNs) (UA)• GNNs are a powerful tool for ML on data that has a graph structure. • Motivation behind using GNNs in the times of LLMs hype • GNNs concepts and what makes them so effective • Data preparation for GNNs • Using GNNs for structured or relational data |
10:45 – 11:30 Secret Topic |
11:30 – 12:15 Ключові труднощі в реальних імплементаціях AI. Досвід з практичних кейсів впровадження AI у провідних компаніях з Силиконової долини (UA) |
12:15 – 13:00 Applications of Gen AI in CV (UA)• Introduction • Content generation • Content restoration • Content editing • Demo with notebooks |
13:00 – 13:45 Panel Discussion: "Інновації та інсайти Machine Learning у 2024 році"Participants: Andrii Boichuk, Dmytro Spodarets, Roman Kyslyi, Vladyslav Fliahin Moderator: Olha Kanishcheva |
13:45 – 14:30 Training and Serving Open-Sourced Foundational Models (UA)• Intro. • When to Go with Open Source and When Not. • Basic Open-Sourced Models. • What to do before training: Few-show, RAG, etc • Cost-Efficient Training with LoRA. • Basic Serving: TGI, vLLM, Triton. • Advanced Serving: Multi-LoRA, Async Inference, Multimodals. • Reference Architecture & Use-Case Examples. • Costs Summarization. • Takeaways. |
14:30 – 15:15 Secret TopicSecret Speaker |
15:15 – 15:30 Conference Closing |
Lemberg Tech Business School: organization with a 15-year history of successful conferences: Lviv Mobile Development Day, GameDev Conference, Lviv PM Day та Lviv Freelance Forum.
Ciklum, Data scientist and
GenAI Practitioner
LIn: Anna Daliuk
AI Club
Co-Founder
LIn: Дмитро Ткаченко
CHI Software
NLP Software Engineer
LIn: Olha Kanishcheva
Accounting
Email: finance@startup.lviv.ua
Phone: +38 (067) 310 15 05
Registration of participants
Billing
Contracts, work completion statements
Project Coordinator
Email: info@lembs.com
Coordinate with the speakers
Chairman of the Committee
FB: Rostyslav Chayka
LIn: Ross Chayka
Speaker approval
Partnership