Denys Linkov
Head of ML,
Wisedocs

ABOUT THE SPEAKER:

ML and AI Leader focused on building useful and scalable products. Strong focus on customer outcomes with expertise in Agents, LLMs, RAG and MLOps. Experienced at managing teams of 25+

Currently Head of ML at Wisedocs, previously started the ML team at Voiceflow. Teach ML at UofT (CSC412 Probabilistic ML and CSC490 ML in Industry Capstone) and on LinkedIn Learning (17 courses)

Have spoken at numerous conferences in Canada, US and UK on ML product development, evaluations, team structure, ML for startups and LLM integrations.

Beyond technology, I have enjoy reading and working with the community on green energy, transportation and housing initiatives

TALK TITLE:

Reasoning Over Complex Documents

TRACK:

Fundamental Research (No Direct Business ROI)

SUB TOPIC:

Evaluation Frameworks

ABSTRACT:

The world runs on the data and processes stored in un structured documents. Models are becoming incredibly capable of summarizing and extracting contents, but how well do they perform fuzzy, human style synthesis tasks? This talk will cover our experience building complex internal document processing evals

WHAT YOU’LL LEARN:

TBA

Who Attends

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Data Practitioners
0 %
Researchers/Academics
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Business Leaders
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2023 Event Demographics

Technical practitioners working directly with ML/AI systems
0 %
Currently Working in Industry*
0 %
Attendees Looking for Solutions
0 %
Currently Hiring
0 %
Attendees Actively Job-Searching
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2023 Technical Background

Expert/Researcher
14%
Advanced
37%
Intermediate
28%
Beginner
7%

2023 Attendees & Thought Leadership

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Speakers
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Company Sponsors
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Business Leaders: C-Level Executives, Project Managers, and Product Owners will get to explore best practices, methodologies, principles, and practices for achieving ROI.

Engineers, Researchers, Data Practitioners: Will get a better understanding of the challenges, solutions, and ideas being offered via breakouts & workshops on Natural Language Processing, Neural Nets, Reinforcement Learning, Generative Adversarial Networks (GANs), Evolution Strategies, AutoML, and more.

Job Seekers: Will have the opportunity to network virtually and meet over 30+ Top Al Companies.

Ignite what is an Ignite Talk?

Ignite is an innovative and fast-paced style used to deliver a concise presentation.

During an Ignite Talk, presenters discuss their research using 20 image-centric slides which automatically advance every 15 seconds.

The result is a fun and engaging five-minute presentation.

You can see all our speakers and full agenda here

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