Unveiling the Future Tech Big Data and Artificial Intelligence Update 2023 RASIO 2023 | Saturday, 2023-10-14

Education Work Experience Copyright@2023 Paper.id - Confidential & Proprietary 2 Hi, let me introduce myself Fiqry Revadiansyah Speakership Experience Campus Community Government Full Time Part-Time Data Lead at Linkedin and Instagram Profile Specialities: Data Scientist, Data Analyst, Data Engineer, Analytics Engineer, Business Intelligence, Research Scientist and Management Consultant Statistics 2013

Supplier Buyer Making payment Receiving invoices from suppliers Make and send invoices Receiving payment Document exchange API integration Automated payment reconciliation Make Payment Receiving Payment Based on the invoice from supplier, Paper.id reconcile payment to invoice once the payment has been made. The information will be directly integrated into accounting and stock management module. Enable a supplier to send invoices with e-meterai via email, WhatsApp, & SMS. By doing this, a seller offer multiple payment method to pay the invoice. Payment reminder and automatic reconciliation are in place. Paper.id Bridging the Transaction Between a Supplier and a Buyer Paper.id can be used by a supplier to receive payment from their buyer or can be used by a buyer to make payment to their supplier. Copyright@2023 Paper.id - Confidential & Proprietary 3

Technology Swifts and Buzzwords 01 02 Big Data and AI Trends 03 Paper Team Project Topics to Discuss RASIO 2023 “ “ Copyright@2023 Paper.id - Confidential & Proprietary

Technology Swifts and Buzzwords Copyright@2023 Paper.id - Confidential & Proprietary

Copyright@2023 Paper.id - Confidential & Proprietary Technology and its Revolution: Mechanic to Compute Power Definition of Technology Technology encompasses the tools, machines, and systems used to solve problems or extend human capabilities. It has evolved from simple tools used by early humans to the complex systems used today, and it's a critical aspect of human advancement. Wheel 3500 BC - 500 AD Steam Engine 1784 - 1844 Assembly Line 1871 - 1914 Robotics 1969 - Now IoT & AI 2010 - Now The more advanced the technology becomes, the lesser the human-in-the-loop involvement. 100% 95% 90% 80% 60% 6 *Numbers are in prediction

Copyright@2023 Paper.id - Confidential & Proprietary 7 Technology and its Revolution: Information Storage Clay Tablet 3500 BC - 500 AD Manuscripts 500 AD - 1500 AD Cassettes 1920s Hard Disk Drive 2000s Quantum Data Center 2020s and beyond Data Storage Form based on Latest Technology Definition of Technology Technology encompasses the tools, machines, and systems used to solve problems or extend human capabilities. It has evolved from simple tools used by early humans to the complex systems used today, and it's a critical aspect of human advancement.

Copyright@2023 Paper.id - Confidential & Proprietary 8 Technology and its Revolution: Changing Role The development stages of data processing gradually will be shifted from Labor to Machine *Deloitte Research

Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Latest Technological Buzzwords 9 *https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-top-trends-in-tech#tech-trends-2023 Navigating the tech job landscape of 2021-2022 feels a bit like exploring a vast, uncharted territory. There are emerging roles popping up that many might not be familiar with, yet they're thriving and growing at an impressive pace.The tech realm is evolving, and these emerging roles are the proof that there's still so much more to explore and master.

Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Latest Technological Innovations *https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-top-trends-in-tech#tech-trends-2023 10 In cloud and edge computing, workloads are distributed across locations, such as hyperscale remote data centers, regional centers, and local nodes, to improve latency, data-transfer costs, adherence to data sovereignty regulations, autonomy over data, and security.

Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Latest Technological Innovations *https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-top-trends-in-tech#tech-trends-2023 11 Immersive-reality technologies use sensing technologies and spatial computing to help users “see the world differently” through mixed or augmented reality or “see a different world” through virtual reality.

Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Latest Technological Buzzwords 12 *https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-top-trends-in-tech#tech-trends-2023 Metaverse A collective virtual shared space, created by the convergence of virtually augmented physical reality Neuro-symbolic AI A hybrid approach combining symbolic reasoning with neural networks Decentralized Finance (DeFi) Blockchain-based finance platforms that operate without traditional intermediaries Synthetic Media AI-generated media, including deep fakes or other forms of content that were not captured but were created by algorithm Digital Twins Virtual replicas of physical entities used to run simulations before actual device are built and deployed Other Emerging Buzzwords

Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Future Job Trends *World Economic Forum (WEF) 2020 13 Technology and Innovation push the automation trends and slowly shrink the repetitive jobs

Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Top 10 skills of 2025 *World Economic Forum (WEF) 2020 14 8 out of 10 top needed skills in 2025, are about soft skills instead of hard skills

Tech Opportunities Copyright@2023 Paper.id - Confidential & Proprietary Human-in-the-loop Shift: Opportunities and Risks 15 Personalized Experience Intuitive, understand context, and better offer Environmental Benefits More eco-friendly products launched (mainly uses electrification and has high sustainability) Enhanced Data Transparency Some data are open to public, increase the awareness and safety of users Better Health Opportunity AI, Extended Reality, can revolutionize the accuracy and task execution of human life Privacy Concern Synthetic media, DeFi, Web3, increase the amount of personal data online Ethical Dilemmas Generative AI, neuro-symbolic, NLP lead human and AI generated contents are unknown Data Regulation and Governance Difficulty on applying the law and govern the entire ecosystem of latest tech Economic Disruption Certain job roles may obsolete, leading to unemployment and requiring workforce training Tech Challenges

Big Data and AI Trends Copyright@2023 Paper.id - Confidential & Proprietary

Copyright@2023 Paper.id - Confidential & Proprietary 17 Big Data Trends: Rapid Data Generation by Human Activity *Forbes (2019) CLEAN EMAIL SIMILAR PRODUCT Rocketmail Automatic Spam Detector Shepoo Similar Product Ads DYNAMIC PRICING Gejok Pricing System by The Change of Environment Condition RECOMMENDATION Toktok “FYP” Recommendation 05:00 12:00 18:00 07:00 Unexpectedly, we lived together with technology, day by day without interruption

Copyright@2023 Paper.id - Confidential & Proprietary 18 Big Data Trends: Rapid Data Generation by Human Activity *Forbes (2019) 90% of data in the world was generated over the last 2 years*

Copyright@2023 Paper.id - Confidential & Proprietary 19 Big Data Trends: Rapid Data Generation by Human Activity 175.000.000.000.000 000.000.000 MB* *Total Predicted Volume Data Stored in 2025: 175 Zettabytes *Seagate (2021)

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Copyright@2023 Paper.id - Confidential & Proprietary 21 Big Data Trends: 5V of Data *https://www.ibm.com/blogs/watson-health/the-5-vs-of-big-data/ **https://www.statista.com/statistics/254266/global-big-data-market-forecast/ The big data analytics market will reach a value of around $103 billion by 2027**

Copyright@2023 Paper.id - Confidential & Proprietary 22 Technology Trends: Artificial Intelligence *https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-top-trends-in-tech#tech-trends-2023 Artificial Intelligence dominates the trend of technology jobs

Copyright@2023 Paper.id - Confidential & Proprietary 23 Generative AI: Game Changing Technology Generative AI is a type of artificial intelligence technologies that can produce various types of content, including text, images, audio, code, simulations, and videos based on the user queries. Style Transfer Algorithm on Video Footage ChatGPT Agent for Large Language Model

Copyright@2023 Paper.id - Confidential & Proprietary 24 Generative AI: Large Language Model LLM is a deep learning model with billions of parameters, designed to transform and process enormous amounts of input using its architecture.

Copyright@2023 Paper.id - Confidential & Proprietary 25 Generative AI: Basic Workflow of Usage “All Data” on the Internet AI Agent ChatGPT, Bard, DALL-E, … To Learn User Agent (Human) Ask something Text Response Audio Response Image/Video Response

Copyright@2023 Paper.id - Confidential & Proprietary 26 Generative AI: Technology Landscape

Copyright@2023 Paper.id - Confidential & Proprietary Generative AI: Ability to create Architectural Design 27 Apple Campus, Headquarter at California Apple Campus, built by DALL-E 3 Engine

Copyright@2023 Paper.id - Confidential & Proprietary Generative AI: Tech Giant Generative AI Adoption 28 Google - Bard Microsoft - Copilot

Paper Team Project Copyright@2023 Paper.id - Confidential & Proprietary

Self-Service Analytics with PaLM

Copyright@2023 Paper.id - Confidential & Proprietary SSA with PaLM: Architecture Design Write A Prompt Dataframe Vertex AI Front-end UI BigQuery User 31

Copyright@2023 Paper.id - Confidential & Proprietary SSA by PaLM AI: Demo 32

THANK YOU RASIO 2023 Fiqry Revadiansyah Data Lead @fiqryrev