CLE EVENTS

AICSI

Hotel Metropol, Belgrade

18th-22nd November 2024

DSC SCHEDULE

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Room 1

Antibody optimization enabled by AI

Drug and Clinical Research Analytics
Use case, Transformational talk
Intermediate
We demonstrated that deep contextual language models trained on high-throughput affinity data can quantitatively predict binding of unseen antibody sequence variants. We hypothesized that artificial intelligence (AI) models based on deep neural networks could learn the mapping between variants of a biological sequence (such as an antibody) and quantitative readouts (such as binding affinity) from experimental data. With this capability, AI models could be used to simulate experiments in silico for novel sequences, thereby accessing more variants with improved properties at a lower cost.
10:00

 –

10:30

Antibody optimization enabled by AI

Luka Topalovic
Senior bioinformatics scientist @ Absci

Keynote

Keynote
10:30

 –

11:15

Keynote

Coffee Break

11:15

 –

11:30

Coffee Break

Enhancing Medical Research through Synthetic Data Generation

Drug and Clinical Research Analytics
Recently, machine learning has been applied to various problems in medicine.There have been many great results, but still a lot of unsolved problems and issues remain. One of the largest roadblocks currently is the lack of large datasets as well as the inability to share existing data due to privacy concerns. For these reasons, synthetic data generation using generative modeling techniques is a very important research area in this field. In this talk, we will give an overview of the different data modalities used in medicine and go over the state of the art generative models for such data, highlighting successful applications on biomedical data. Finally, we will go through a case study of our recent research project, where we succesfully created a synthetic dataset for a dataset containing clinical and peptide data for heart failure patients.
11:45

 –

12:15

Enhancing Medical Research through Synthetic Data Generation

Ena Anicic
Machine Learning Engineer @ Atomic Intelligence

Deploying a startup AI SaaS Platform in a Fortune 500 company: experience from the front line

Healthcare Business Transformation
Panel with the solution provider and the client, Transformational talk
Intermediate to Advanced
How can a startup successfully deploy an B2B SaaS (Software as a Service) product in a Fortune 500 company? I will share some experiences from the “front lines” of deploying our award winning, AI-powered data platform OctoPi for sales teams in Pharma. The key message is that the technical excellence is of course essential, but not enough. We share our three ‘secrets’ to succeed: 1) Make sure there is a measurable positive impact to the business, 2) Find a way to deploy quickly (hacks allowed and recommended!), and 3) Manage your customer (rather than the other way around). Join the talk to learn how!
12:15

 –

12:45

Deploying a startup AI SaaS Platform in a Fortune 500 company: experience from the front line

Luka Novak
Team Lead & Head of Partnerships @ Cantab PI

Navigating the Ocean of Medical Data

Healthcare Business Transformation
Panel with the solution provider and the client
Intermediate
Heliant delivers advanced Electronic Health Records (EHR) solutions, ensuring efficient and secure management of patient information. Our systems enhance care quality and optimize workflows. We’ve successfully implemented patient registries and telemedicine solutions across seven secondary health institutions and are currently developing systems for primary care centers. Heliant also provides e-consultations and mobile health applications, broadening access to healthcare and increasing efficiency. Moreover, our involvement in the EHDEN project aims to create a standardized platform for integrating and analyzing health data throughout Europe, advancing research and improving patient care.
12:45

 –

13:15

Navigating the Ocean of Medical Data

Filip Maljkovic
Head of Heliant Development Team @ Heliant

Lunch Break

13:00

 –

14:00

Lunch Break

Keynote

Keynote
14:00

 –

14:45

Keynote

How to cure a cold, and how to live forever: Large Language Models and human medical knowledge

Healthcare Business Transformation
Transformational talk
Beginner to Intermediate
It has always been difficult to get reliable, relevant and scientifically backed up answers to medical questions, from the most basic (“Should I take antibiotics for this cold?”) to the most profound (“If we cure DNA telomere shortening, will we live forever?”). Is AI and in particular Large Language Model revolution the answer?

In this talk I will review various approaches to synthesize human medical knowledge, from statistics and advanced analytics, to accuracy and performance of the latest LLMs. I will then suggest a vision for the future.
14:45

 –

15:15

How to cure a cold, and how to live forever: Large Language Models and human medical knowledge

Sinisa Slijepcevic
Founder & CEO @ Cantab Pi

Coffee Break

15:15

 –

15:45

Coffee Break

TBA

Healthcare Business Transformation
15:45

 –

16:15

TBA

Room 2

Building Damage Detection from Satellite Imagery

Insurance & InsurTech
Use case, Panel with the solution provider and the client, Transformational talk
Intermediate
This talk presents a novel approach for detecting building damage using satellite imagery and advanced computer vision techniques. By leveraging high-resolution satellite data and sophisticated image analysis, our method identifies and quantifies structural damage with remarkable accuracy. Key topics include data preprocessing, model development, and real-world application scenarios, such as natural disaster response and urban planning. Attendees will gain insights into the integration of remote sensing and computer vision to enhance disaster management and recovery efforts.
10:00

 –

10:30

Building Damage Detection from Satellite Imagery

Andrei Nita
Chief Technology Officer @ Mckenzie Intelligence Services

Keynote

Keynote
10:30

 –

11:15

Keynote

Coffee Break

11:15

 –

11:30

Coffee Break

The Future of Global Taxation in the era of Gen AI

Fintech
Technical talk, Business talk
Intermediate to Advanced
Join us for a transformative session on the integration of artificial intelligence in global taxation. Discover how our advanced ETL process, powered by AI, is revolutionizing compliance and strategic planning for multinational corporations adhering to GAAP and IFRS standards.

Experience a live demonstration by Kogna, showcasing how our AI-driven solutions are setting new benchmarks in global tax management. See firsthand how these technologies enhance efficiency, create synergies, and provide practical insights for navigating the complexities of international tax environments.

This talk is ideal for tax professionals and tech enthusiasts eager to explore the groundbreaking applications of Generative AI. Gain a deeper understanding of how our innovations are reshaping the future of tax management and learn strategies to improve compliance and strategic decision-making in today’s dynamic regulatory landscape.
11:45

 –

12:15

The Future of Global Taxation in the era of Gen AI

Vidak Rajovic
CTO @ Kogna.tech

Data-Driven Approach to Process Automation in Banking

Fintech
Business talk
Intermediate
This session will focus on the relationship between the assessment and preparation for process automation in banks and the strategic goals for utilizing the data generated through these automated processes. By examining three banking processes I will illustrate how both AI-driven and traditional automation solutions can be tailored based on the intended use of the resulting data. The discussion will emphasize how a bank's readiness for automation is shaped by the specific purposes for which data will be used, such as improving operational efficiency, enhancing customer experience, or ensuring regulatory compliance. Through practical case studies, attendees will discover how aligning automation strategies with data utilization goals can maximize the impact of automation initiatives in the banking sector.
12:15

 –

12:45

Data-Driven Approach to Process Automation in Banking

Dragan Vucic
CEO – Founder @ Cyclos Systems

Top Fraud Trends in Crypto for 2024 and How to Stay Ahead in 2025

Fintech
Business talk, Educational talk
Intermediate
Session dives into the evolving landscape of fraud in the crypto space, exploring the most prevalent threats in 2024, including synthetic identity fraud, deepfake scams, and insider risks within blockchain networks. We’ll examine how fraudsters are leveraging AI to outpace traditional detection methods and present real-world case studies. Attendees will gain insights into AI-driven fraud prevention strategies, risk-based approaches, and future-proofing their systems for 2025, ensuring they stay ahead of emerging threats in the ever-evolving world of crypto and blockchain.
12:45

 –

13:15

Top Fraud Trends in Crypto for 2024 and How to Stay Ahead in 2025

Ana Maria Anic
CEO and Founder @ WinRate

Lunch Break

13:00

 –

14:00

Lunch Break

Keynote

Keynote
14:00

 –

14:45

Keynote

Beyond the Balance Sheet: Transactional Data as a Window to Company Health

Fintech
Finspot Technologies, through its lending business, realized that analyzing companies, especially young and small ones, requires a more real-time approach. This is why we turned towards analysis of daily-generated data by these companies, specifically their daily transactions. Connecting this data that is present in abundance, with more slowly-changing data like year-end financials, provides much more insight into a company’s financial health.
The result is a tool called Heartbeat, that applies heuristics and ML algorithms to an order of 50TB of data, to provide the analyst with an almost real-time insight into the company’s wellbeing.
14:45

 –

15:15

Beyond the Balance Sheet: Transactional Data as a Window to Company Health

Jovan Milovanovic
Co-founder & Software Engineer @ Finspot

Coffee Break

15:15

 –

15:45

Coffee Break

TBA

Fintech
15:45

 –

16:15

TBA

Room 3

TBA

10:00

 –

10:30

TBA

Keynote

Keynote
10:30

 –

11:15

Keynote

Coffee Break

11:15

 –

11:30

Coffee Break

Panel

Panel
11:45

 –

12:15

Panel

TBA

12:15

 –

12:45

TBA

Keynote

Keynote
12:45

 –

13:15

Keynote

Lunch Break

13:00

 –

14:00

Lunch Break

Panel

14:00

 –

14:45

Panel

TBA

14:45

 –

15:15

TBA

Coffee break

15:15

 –

15:45

Coffee break

TBA

15:45

 –

16:15

TBA

* this program is not final and is subject to change, full schedule will be available soon