Kristina Cormier, Ajitesh Parihar, Mohamad Khajezade
Computer Science, Okanagan College

and
Sergey Zlobich, Product Owner of the EasyRPA platform, IBA Group

Robotic Process Automation (RPA) and Intelligent Process Automation (IPA) for Small Industries in BC (a mini workshop)

Time & Date: 9:30 a.m. – 12:30 pm, Saturday, July 20th, 2024
Location: Room E-308 and online in Zoom, Okanagan College, Kelowna, 1000 KLO Rd, Kelowna V1Y 4X8
Registration (is open now): https://events.vtools.ieee.org/m/424538

Abstract:

In the ever-evolving landscape of corporate automation, the transition from Robotic Process Automation (RPA) to Intelligent Process Automation (IPA) is critical nowadays. Integrating Machine Learning (ML) technologies and sophisticated Generative Pre-trained Transformer (GPT) models reshape how financial institutions optimize their processes.

This workshop delves into Intelligent Process Automation, where traditional boundaries are surpassed, unlocking unprecedented possibilities. From task classification using ML algorithms to the revolutionary impact of GPT models, we explore each facet and unravel a narrative that underscores the transformative power of automation in the corporate sector.

During the workshop, we will discuss the following topics:

•  The Shift from RPA to Intelligent Automation.
• Classification Algorithms in Action — Illustrate how classification algorithms streamline corporate operations.
• Information Extraction for Corporate Data — examine ML’s role in extracting data from unstructured corporate documents.
• Signature Recognition for Enhanced Security: Explore the role of ML in recognizing and authenticating signatures in various corporate documents.
• Revolutionizing AI with GPT Models — uncover the latest advancements in Generative Pre-trained Transformer (GPT) models, highlighting their impact on the corporate sector.
• Delegating tasks to AI: Balancing Trust and Risk — emphasize the importance of understanding the cost of errors in each process.
• Specialized Platforms for Corporate Automation — advocate for a balanced approach with a human-in-the-loop for continuous quality improvement.

A mini workshop Agenda:

• A mini workshop Agenda:
  1. Welcome from Computer Science Department: Dr. Youry Khmelevsky, Chair (9:30 am – 10:00 am)
  2. An Invited Speaker from Industry: IBA Group (10:00 am – 11:00 am) (slides: EasyRPA_offering_v6)
  3. Coffee break (11:00  am – 11:30 am)
  4. An Invited Speaker from Academia:
  Mohamad Khajezade, Computer Science Department, UBCO and OC: Model Compression: Quantization and Knowledge Distillation (11:30 am – 12:00 pm, slides: model compression)
  5. COSC Students Capstone Project results presentation and demonstration (12:00 pm – 01:00 pm, slides: 20 July 2024 RPA Demo)
  -Introduction of Students

  -Introduction of Project

  -Machine Learning Team Roles

  -Information Extraction (IE) from Annual Financial Statements

        Step 1: Create a new document type

        Step 2: Collect & prepare a training set

        Step 3: Train Machine Learning (ML) model

  -Automation Process

  -Matching Purchase Orders with the corresponding Invoice using a Hybrid Process

  -DEMO Information Extraction Annual Financial Statements

  -DEMO Matching Purchase Order to Corresponding Invoice using Hybrid Process.

Q&A

Bios:

IBA Group (Security Services): 
IBA Group is one of the largest IT service providers in the CEE region and has a worldwide organizational structure. It offers a portfolio of proprietary products that address different customers’ needs. Its software products are designed using the latest technologies and proven techniques. The company’s more than 30 years of experience in software development have helped it solve diverse business problems.

For further information, please get in touch with Youry Khmelevsky (email: Youry at IEEE.org) and subscribe to the news at okanagan@listserv.ieee.org
Pizza and Refreshments will be provided