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©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
AI, Blockchain, IoT for Finance AT A Glance
Alex G. Lee1
Financial & Banking System/Service AI Bloclkchain IoT
Commercial Bank Lending and Deposits
Lending Process: loan underwriting
*Risk Management:
credit/market/operation risks
Asset and Liability Management
Borrower’s credit evaluation
using predictive analytics for
potential default; Detect
borrower’s fraud attempt
using deep learning/NLP;
Privacy-preserving AI
analysis for GDPR
compliance (e.g., Federated
Learning, Homomorphic
Encryption, Multiparty
Computation, Differential
Privacy)
Optimal pricing evaluation
using reinforcement learning; 
Customer support/care
services using chatbots
User identification using
blockchain DID
(Decentralized Identifier) ;
Verification & tamper-
proof storage of financial
documents; KYC/AML
compliance; Personal data
anonymization for GDPR
compliance (e.g., Zero-
Knowledge Proofs);
Privacy-preserving AI
analysis using blockchain
based collaborative
learning
Tokenization for asset
collateralization
Data collection to help
for finding a
borrower’s profile
towards loan
repayments (e.g.,
lifestyle data from
wearable devices or
smart home devices);
GDPR compliance
using federated IoT
                                                            
1
Alex G. Lee, Ph.D Esq., is a principal consultant at TechIPm, LLC.
2 
 
©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Capital Markets/Investment Bank
Algorithmic Trading
Stock price forecasting
Stock buying & selling
Stark price prediction using
deep learning sentiment
analysis (e.g., news analysis
using FinBERT for finding
how stock market will react to
a piece of news); Stark price
prediction using deep learning
predictive analytics
Automatic stock trading using
reinforcement learning;
Building a high-frequency
trading/long-short trading
strategy using deep learning;
Stock investment return
prediction using deep learning
exploiting SEC filing
data/stock characteristics data
Blockchain based
transparent algorithmic
trading system
development;
Cryptocurrency
algorithmic trading system;
Decentralized trading
system
Blockchain based stock
trading clearing and
settlement system
Real-time collection of
financial big data for
algorithmic trading
system/Sensing data
for commodity trading
(e.g., agricultural
yields/farming related
data)
3 
 
©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Portfolio Management Optimal portfolio allocation
& market trend prediction for
investment decision-
supporting (e.g., portfolio
construction)
Blockchain based custody
service
Payment
Payment Transaction
Customer Support
Automatic fraud detection
using user profile and past
transactions data; Automatic
payment transfers and
transactions authorization
using gesture detection, facial
recognition, and voice
recognition
Personalized service using
chatbot; Declined payment
analysis for
payment process optimization
Payment gateway for
cryptocurrency payment;
Blockchain based
remittances for B2B
payments; Real-time
KYC/AML verification for
international remittances;
Cross-currency
transactions ;
Micropayment using DeFi
(Decentralized Finance)
system; Stable coin
development
IoP (Internet of
Payments) system
development (e.g.,
contactless automotive
IoT payment system)
Interactive
location/context base
customer service
4 
 
©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Insurance/Trade Finance
Insurance Claim Management
Insurance Planning Support
Trade Finance Process Management
Automatic detection of
fraudulent claims (e.g.,
automatically detect damage
to vehicles and validate the
accident claims); Accelerating
claim settlement;
Personalized planning service
(e.g., customized coverage
estimation)
AI-based trade finance
compliance;
Customer identification
using blockchain DID
(Decentralized Identifier) ;
Autonomous claim
processing system
Streamline low-cost
financial flows between
buyers, sellers and
financiers; Smart contract-
backed escrows for Letter
of Credit (LC)
IoT sensor data for
policy premium
evaluation (e.g.,
driving habits data)
Health-related IoT
data for personalize
health insurance
planning
Real-time cargo
monitoring data for
risks management of
trade financing
5 
 
©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 
Wealth Management/ Financial Planning Dynamic portfolio allocation/
Optimal structuring of
retirement plans using
reinforcement learning;
Financial product /Advice
recommender system
Client onboarding
management; Autonomous
client book management;
Asset tokenization
(security tokens)
Real-time personal
financial data for real-
time wealth
management advice
6 
 
©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/ 
 

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AI, Blockchain, IoT for Finance AT A Glance

  • 1. 1    ©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/    AI, Blockchain, IoT for Finance AT A Glance Alex G. Lee1 Financial & Banking System/Service AI Bloclkchain IoT Commercial Bank Lending and Deposits Lending Process: loan underwriting *Risk Management: credit/market/operation risks Asset and Liability Management Borrower’s credit evaluation using predictive analytics for potential default; Detect borrower’s fraud attempt using deep learning/NLP; Privacy-preserving AI analysis for GDPR compliance (e.g., Federated Learning, Homomorphic Encryption, Multiparty Computation, Differential Privacy) Optimal pricing evaluation using reinforcement learning;  Customer support/care services using chatbots User identification using blockchain DID (Decentralized Identifier) ; Verification & tamper- proof storage of financial documents; KYC/AML compliance; Personal data anonymization for GDPR compliance (e.g., Zero- Knowledge Proofs); Privacy-preserving AI analysis using blockchain based collaborative learning Tokenization for asset collateralization Data collection to help for finding a borrower’s profile towards loan repayments (e.g., lifestyle data from wearable devices or smart home devices); GDPR compliance using federated IoT                                                              1 Alex G. Lee, Ph.D Esq., is a principal consultant at TechIPm, LLC.
  • 2. 2    ©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/    Capital Markets/Investment Bank Algorithmic Trading Stock price forecasting Stock buying & selling Stark price prediction using deep learning sentiment analysis (e.g., news analysis using FinBERT for finding how stock market will react to a piece of news); Stark price prediction using deep learning predictive analytics Automatic stock trading using reinforcement learning; Building a high-frequency trading/long-short trading strategy using deep learning; Stock investment return prediction using deep learning exploiting SEC filing data/stock characteristics data Blockchain based transparent algorithmic trading system development; Cryptocurrency algorithmic trading system; Decentralized trading system Blockchain based stock trading clearing and settlement system Real-time collection of financial big data for algorithmic trading system/Sensing data for commodity trading (e.g., agricultural yields/farming related data)
  • 3. 3    ©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/    Portfolio Management Optimal portfolio allocation & market trend prediction for investment decision- supporting (e.g., portfolio construction) Blockchain based custody service Payment Payment Transaction Customer Support Automatic fraud detection using user profile and past transactions data; Automatic payment transfers and transactions authorization using gesture detection, facial recognition, and voice recognition Personalized service using chatbot; Declined payment analysis for payment process optimization Payment gateway for cryptocurrency payment; Blockchain based remittances for B2B payments; Real-time KYC/AML verification for international remittances; Cross-currency transactions ; Micropayment using DeFi (Decentralized Finance) system; Stable coin development IoP (Internet of Payments) system development (e.g., contactless automotive IoT payment system) Interactive location/context base customer service
  • 4. 4    ©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/    Insurance/Trade Finance Insurance Claim Management Insurance Planning Support Trade Finance Process Management Automatic detection of fraudulent claims (e.g., automatically detect damage to vehicles and validate the accident claims); Accelerating claim settlement; Personalized planning service (e.g., customized coverage estimation) AI-based trade finance compliance; Customer identification using blockchain DID (Decentralized Identifier) ; Autonomous claim processing system Streamline low-cost financial flows between buyers, sellers and financiers; Smart contract- backed escrows for Letter of Credit (LC) IoT sensor data for policy premium evaluation (e.g., driving habits data) Health-related IoT data for personalize health insurance planning Real-time cargo monitoring data for risks management of trade financing
  • 5. 5    ©2020 TechIPm, LLC All Rights Reserved http://www.techipm.com/    Wealth Management/ Financial Planning Dynamic portfolio allocation/ Optimal structuring of retirement plans using reinforcement learning; Financial product /Advice recommender system Client onboarding management; Autonomous client book management; Asset tokenization (security tokens) Real-time personal financial data for real- time wealth management advice