Our third ODSC APAC is still a couple of months away, coming virtually this September 7th-8th, but we are excited to be able to announce several of our session titles and expert speakers early. All in all, ODSC APAC will host 38 speakers and 30+ sessions over the course of two days. Check out just a few of them below.
Route Optimization Using Reinforcement Learning and Metaheuristics
Ravi Ranjan | Data Science Manager | Publicis Sapient and Sushant Burnawal | Senior Associate Data Science L1 | Publicis Sapient
Over the past two years, eCommerce platforms have had to contend with orders that are widely dispersed across cities, countries, and sometimes even the globe. This increase in variables has rendered conventional methods of route optimization ineffective. In this session, you will hear about how the multi-objective routing issues could be solved with optimization variables.
Interpretable AI: Making Black Box Models Explainable
Jeetendra Kumar Sharma | Manager- Data Science | United Airlines
In this session, you’ll learn about different methods for making machine learning models more interpretable. These methods could help you not only avoid bias in your model, but also help make the information provided by the model more actionable.
Responsible AI Starts with Responsible Design
Bujuanes Livermore | Global Head of Research & Design for Human Experiences with AI | Microsoft
In this session, you will learn best practices for incorporating your end-users and customers into the experiments that help improve your product. Only by doing so will you be able to effectively understand the impact your product has on the end-user, whether it is positive or negative.
Monitoring CV Systems: A Unique Solution to a Unique Problem
Raymond Reed | Customer Success Data Scientist | WhyLabs
Maintaining proper observability of your data and model health is essential for preventing costly sudden failures. In this session, you will learn about the multitudes of issues that can adversely impact data and model health, as well as how to address and solve these issues.
Explainable Machine Learning – A Human-Centric Perspective
Aditya Bhattacharya | Explainable AI Researcher | KU Leuven
This session will examine whether the currently available techniques are in fact “human friendly” and accessible to non-technical users. It will also address the question of how to bridge the gap between end-users and models with explainable AI.
Using Augmented Reality, Machine Vision & Deep Learning for Solving Supply Chain Problems
Deepak NagarajeGowda | Senior Principal Data Scientist | Dell Technologies
This session will address how to solve complicated supply chain problems in the fields of manufacturing, quality control, inventory management, and warehousing by combining techniques such as machine vision, deep learning, and augmented reality.
Data Science in a Data-Driven Energy Organisation
Thilaksha Silva | Senior Data Scientist | CitiPower, Powercor & United Energy and Shashank Kundapur | Software Developer |Operational Technology Solutions Pty Ltd
This session will illustrate how the largest electricity distributor in Victoria, Australia utilizes its smart grid and data science to serve and protect its customers. Particularly it will focus on fault detection and hazard detection.
- Dr. Shailesh Kumar | Chief Data Scientist | Jio
- Ian Hansel | Director at Verge Labs | Data Science Instructor at General Assembly
- Juan Intan Kanggrawan | Head of Data & Analytics | Jakarta Smart City
- Dr. Lau Cher Han | CEO at LEAD | Founder of CoronaTracker
- Sunny Kim | Chief Executive Officer at ReviewMind | NLP, AI Specialist
- Akira Shibata, PhD | COO at Qosmo | Board Member at Estyle
- A M Aditya | Co-Founder | Xaltius
- Vaishali Balaji | Lead Data Scientist | Indium Software
- Jonathan Neo | Data Engineer at Canva | Data Bootcamp Instructor at the University of Western Australia
Register for ODSC APAC here
We’ll be adding new speakers and sessions as we get closer, so be sure to check the site frequently. Plus, if you register now, you’ll save 75% on your All-Access Pass, which gives you the full run of the conference.