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Philippines Hong Kong Capital Market Upgrade

Series: Philippines × Hong Kong

Article: 08

Article
Kiro workshop
01 Build with Kiro: Prompt-First Product Design for a Tagalog Learning App
Kiro workshop
02 Build with Kiro: Educational-First Dev Tips for a Tagalog Learning App
Kiro workshop
03 Build with Kiro: Deep-Dive Development Flow for a Tagalog Learning App
Kiro workshop
04 Build with Kiro: Localize a Tagalog Learning App into Chinese Variants Workshop
Kiro workshop
05 Build with Kiro: Grammar and Pronunciation Enrichment Pipeline for Tagalog Cards Workshop
Kiro workshop
06 Build with Kiro: Unique and Reviewable Extra Examples in a Tagalog Learning App Workshop
Kiro workshop
07 Build with Kiro: Factory Engineering Health Hooks Workshop
Kiro workshop
08 Build with Kiro: Etch Process Window Risk Test Automation Workshop
Kiro workshop
09 Build with Kiro: Photolithography Drift Risk Development Workshop
Kiro workshop
10 Engineering Team Get Started — Daily Fab-Duty Use of fab spc drift sync portal
Kiro workshop
11 Engineering Team Addendum — Daily Fab-Duty Use of fab spc drift sync portal
Kiro workshop
12 Kiro: Field Engineering Workshop for Spec-Driven Factory Software
Kiro workshop
13 Kiro: Hands-On Lab — Build a Typed Factory Risk Portal from Scratch
Kiro workshop
14 Kiro: Prompt, Code, and Type Standards Playbook for Engineering Developers
Kiro workshop
15 Kiro: Why a Strong React Prompt Prevents Type Declaration False-Starts
Kiro workshop
17 Build with Kiro: Create a Factory Automation Portal React UI
Kiro workshop
18 Build with Kiro: Create the Automation Analytics Engine Behind a Factory Automation Portal
Kiro workshop
19 Build with Kiro: Add an AI Factory Automation Assistant to a Factory Automation Portal
Kiro workshop
21 Kiro: 2-Hour Professional Developer Workshop Guide
Kiro workshop
22 Kiro: Build the Fab SPC Drift Synchronization Portal from Scratch
Kiro workshop
23 Kiro: Prompt Library and Deep Code Explanation Appendix
Kiro workshop
30 Build with Kiro: Create a Factory Automation Portal UI
Kiro workshop
31 Build with Kiro: Create the Automation Analytics Engine Behind a Factory Automation Portal
Kiro workshop
32 Build with Kiro: Add an AI Factory Automation Assistant to a Factory Automation Portal
Kiro workshop
33 Build with Kiro: Rebuild the CME Direct-Style Quant P&L Leaderboard UI
Kiro workshop
34 Build with Kiro: Recreate the Quant Analytics Engine Behind the P&L Board
Kiro workshop
35 Build with Kiro: AWS AI-Powered Trading Desk Assistant for the Quant Board
Kiro workshop
36 One-Page Trading Portal SOP
Kiro workshop
AgentCore
A1 Build with AgentCore & Strands: Gateway MCP Tool Fabric Developer Workshop
AgentCore
A2 Build with AgentCore & Strands: Governed Multi-Agent Risk System Developer Workshop
AgentCore
A3 Build with AgentCore & Strands: Runtime Sovereign Risk Agent Developer Workshop
AgentCore
Exam practice
E1 Build a Multilingual AWS Exam Practice Launch System with Vibe Coding
Exam practice
E2 Build an AWS Exam Practice Room with Vibe Coding Dev Tips
Exam practice
E3 Build the Practice Engine Behind a Static AWS Exam Room
Exam practice
Amazon Q
Q1 Amazon Q: CloudShell-First Developer Workshop for ACM Certificate Auto Renewal
Amazon Q
Tagalog Practice Room
T1 Build a Tagalog Learning App for AWS Manila Community Day with Prompt-First Product Design
Tagalog Practice Room
T2 Build Tagalog Learning App for AWS Manila Community Day with Educational-First Dev Tips
Tagalog Practice Room
T3 Deep Dive Development Flow for a Tagalog Learning App for AWS Manila Community Day
Tagalog Practice Room
T4 Build Localize a Tagalog Learning App into Chinese Variants for AWS Manila Community Day
Tagalog Practice Room
T5 Build a Grammar and Pronunciation Enrichment Pipeline for Tagalog Cards for AWS Manila Community Day
Tagalog Practice Room
T6 Make Extra Examples Unique and Reviewable in a Tagalog Learning App for AWS Manila Community Day
Tagalog Practice Room
Roadmap
R1 Enterprise Data Analytics Roadmap: 100 Deep Scenario Questions
Roadmap
R2 Front-End Development Roadmap: Real-World Enterprise Scenarios
Roadmap
Hong Kong Community Day
C1 A Hong Kong Weekend with AWS Community Day: From Cloud Sessions to Harbour Lights
Hong Kong Community Day
C2 The Speaker’s Luxury Weekend: Present an AWS Story, Then Let Hong Kong Take the Stage
Hong Kong Community Day
C3 Seventy-Two Hours in Hong Kong: The Grand Tour for an AWS Community Day Speaker
Hong Kong Community Day
Manila Community Day
C4 AWS Community Day Manila: A Joyful Weekend of Cloud, Culture, and True Friendship
Manila Community Day
C5 AWS Community Day Manila: Where Cloud Builders Find the Happiest Spirit of the Philippines
Manila Community Day
C6 AWS Community Day Manila: Build, Break, Repeat, and Belong in a City of Joy
Manila Community Day
C7 First-Time Visitor Tips for Manila, Philippines
Manila Community Day
Philippines × Hong Kong
C8 Philippines Hong Kong Capital Market Upgrade
Philippines × Hong Kong
Backtest
B1 Build Institutional Amazon Long-Only Backtesting Agents With Bedrock AgentCore And Strands Agents
Long-only AMZN agents with AgentCore, Strands, and a governed Backtrader ledger.
B2 Build Regime-Aware Amazon Position Management With Backtrader, AgentCore, And Strands Agents
Treat market regime as a position control, not a chart comment.
B3 Build Benchmark-Relative Amazon Timing Systems Using Nasdaq, S&P 500, Dow, AgentCore, And Strands
Time AMZN against Nasdaq, S&P 500, and Dow context.
B4 Build A Governed Amazon Trade-History Factory With Bedrock AgentCore, Strands Agents, And Backtrader
Turn backtests into an auditable trade-history factory.
B5 Build An Agentic Amazon Backtest Operating Model With Bedrock AgentCore And Strands Agents [Part 1]
Build the operating model before debating the result.
B6 Build A Custom Cerebro Code Talk For Amazon Timing And Position Management [Part 2]
Explain the Cerebro engine before explaining the chart.
B7 Build Trader Review Records For Amazon Strategy Results And Lessons Learned [Part 3]
Turn strategy ranks into trader review records.
B8 Build A Governed FSI Amazon Position Management Playbook With AgentCore And Strands [Part 4]
An FSI playbook for governed Amazon position management.
B9 Build a Sovereign Risk Trading Agent with Amazon Bedrock AgentCore for Yield Spreads, FX Hedging, and Debt Repricing
Sovereign-risk agent for yield spreads, FX hedges, and debt repricing.
B11 Build Modern Volatility Trading & Lawful Thailand Recovery Planning Agents: A Memory-Driven Strands Multi-Agent Risk Protection System
Memory-driven Strands agents for volatility and Thailand recovery.
B12 Build Short Straddle Trading-Risk Governance with Amazon Bedrock AgentCore Memory
Short-straddle risk governance with AgentCore Memory.
B13 Building Production-Ready Credit & Yield Staking AI Agents on Amazon EKS
Production credit and yield-staking agents on Amazon EKS.
Challenge
01 Weekend Productivity Challenge: Fab SPC Drift Synchronization Portal
Fab SPC drift review and recommendation portal.
02 Weekend Productivity Challenge: Quant P&L Commander — An AI-Powered Trading Productivity Portal on AWS
Quant P&L leaderboard and trading productivity portal.
03 Weekend Annoying Task Challenge: Trading Desk Execute Summary On Cloud, On Chain, On Air
DeskPulse daily execution communication.
04 Weekend Agent Challenge: The 6 AM Trading Risk Review
An unattended, evidence-backed morning credit and trading risk brief.
05 Weekend Creative Challenge: Leadership Card Game
A browser-based creative facilitation deck.
06 Full Stack Challenge: Community Day Board App
A browser-based event communication room.
Leadership Card Game
01 Leadership Card Game: Last Skill Cloud Did Not Automate
A field essay for Builders on language, courage, and the Leadership Card Game
02 Anatomy of a Leadership Round: How the Leadership Card Game Actually Plays
A facilitator’s field guide for Builders who want drills that fit inside real meetings
03 Leadership Card Game: When the Opportunity Stops Belonging to the Organizer
A field essay for Builders on power transfer, multilingual practice nights, and career arcs that complete Entrance, Resource, and Narrative
04 Weekend Creative Challenge: Leadership Card Game
Master high-stakes workplace conversations before they happen.
05 From a Weekend Challenge Project to $1,386 Crowdfunding: The Leadership Practice That Changes How You Show Up at Work
A weekend build became a live 600-card leadership practice room and reached $1,386 in crowdfunding.
06 From a Weekend Challenge Project to $1,386 Crowdfunding: A Day 1 Path Into the Tech Industry
How did a weekend challenge become a multilingual AWS-powered product with 600 cards and $1,386 in crowdfunding?
07 From a Weekend Challenge Project to $1,386 Crowdfunding: Build a Professional Brand by Transferring Opportunity
A weekend challenge reached $1,386 in crowdfunding by turning leadership ideas into a working multilingual product.
08 Leadership Card Game — Crowdfunding Campaign
Speak leadership before the room decides your career.
09 PR/FAQ 01 — Leadership Card Game launches for community builders
Working Backwards document · External press release + FAQ Product: Leadership Card Game Audience: Community managers, volunteer organizers, early-career…
10 PR/FAQ 02 — Enterprise facilitators adopt Leadership Card Game for live leadership drills
Working Backwards document · External press release + FAQ Product: Leadership Card Game Audience: Learning & development leads, people managers, agile…
10 PR/FAQ 03 — Multilingual Leadership Card Game opens global practice rooms for builder ownership
Working Backwards document · External press release + FAQ Product: Leadership Card Game Audience: Global AWS builders, bilingual communities, cross-border…
AWS Builder Center
01 AWS Builder Center, its community spirit, and AWS Builder Jacket
There are destinations you reach by plane, destinations you enter through a door, and destinations that begin with a sign-in screen and quickly feel like a…
02 Inside AWS Builder Center, where a global technical platform becomes a place to learn, contribute, and belong
A great journey does not always begin at an airport.
03 AWS Community Builder huge success
When builders share openly, the entire community moves forward.
04 AWS Builder Center huge success
A vibrant global district built for curiosity, public learning, and the AWS Builder Jacket.
05 A weekend inside AWS Builder Center, from community inspiration to unmistakable AWS Builder Jacket
Friday evening begins with a familiar builder feeling: there is an idea waiting somewhere between a problem and a possibility.

Philippine companies say they finally see a clear roadmap for FinTech, AI, and supply chain integration as Hong Kong and AWS help upgrade local capabilities.


At a key moment in the Philippines' capital market upgrade, a Hong Kong expert says AI can greatly improve the country's competitiveness

In Manila, Hong Kong FSI expert Y.C. Law explained at the Philippines Community Day that the country is now entering an important stage of industrial upgrading and capital-market development. The main groups who will benefit include local regulators, financial institutions, major industries, and foreign investment funds looking for opportunities.

For many years, the Philippines has faced several problems: capital data is not transparent, different departments cannot easily share information, and foreign investors lack reliable models to price Philippine assets. These issues weaken the country's credit outlook and make it hard to attract long-term capital.

To solve these problems, the AWS FSI team proposed a three-step plan: AI + Layer2 + Quantitative Capital.

● AI would clean and organize capital data.

● Layer2 would improve the flow of national-level data.

● Quantitative models would help global investors create verifiable pricing models for Philippine assets.

This approach could build international-level regulatory transparency and a national investor-relations system. It would also increase foreign-investor confidence, lower the country's risk premium, create local high-skill jobs, and strengthen the Philippines' competitiveness in the regional capital market.


The Philippines is now at an important stage of upgrading its industries and developing its capital markets

AWS's AI financial technology and its Layer2 data system can help the country improve how its assets are priced in global markets. This can strengthen national competitiveness and make the Philippines more attractive to international capital.

1. AI — Improving the Foundation of Capital Data

Using Kiro and Amazon Bedrock, AI can clean, generate, and organize capital data in a smart and reliable way. This creates auditable capital data, which improves the quality of corporate disclosures and increases valuation transparency.

Key Takeaway: It gives global investors clear and measurable profiles of Philippine assets.

2. Layer2 — Increasing National Data Flow

With Amazon S3 as a trusted data base, and Databricks on AWS providing Layer2 data governance and sharing, different industries can exchange data more smoothly. This supports improvements in tax systems, trade and customs transparency, and supply-chain finance.

Key Takeaway: It strengthens the country's financial foundation.

3. Quantitative Capital — Building a National Pricing Framework

Using Amazon MWAA (Airflow) to manage pricing-model pipelines, and ClickHouse as a high-speed analysis engine, global investors can build quantitative pricing models for Philippine assets. These models can cover FX, sovereign bonds, equities, and infrastructure assets.

Key Takeaway: It improves foreign investors' view of the country's credit strength and boosts their confidence.

4. Macro Compliance — Building a National IR System for Foreign Investors

Amazon MSK (Managed Kafka) creates streams of regulatory and compliance events, while AWS CloudTrail provides full auditing and access tracking. Together, they help build international-standard regulatory transparency and audit trails. This supports the government in creating a strong national investor-relations (IR) framework, lowering the country's risk premium and attracting long-term capital.

Key Takeaway: It increases regulatory predictability and supports steady cross-border capital inflows.


AWS works with many partners to improve stakeholder management and drive key projects to be completed efficiently

"Don't worry if the content feels too technical. Your expertise can turn complex ideas into real regional standards." — FSI Solutions Architect

"The cross-region process won't be too heavy on FSI. Your AI viewpoint can turn complex topics into a national model." — AI Evangelist

"Don't be afraid that the content is hard to copy. This cross-region work can show your community's global strength." — UG Community Manager

Stakeholder Management
Stakeholder Management
StakeholderFear / Pain PointPsychological ValueReal Value
Private Fund TraderThe model cannot be backtestedStrong trading edgeBetter pricing model for FX / sovereign products
PH Financial LeaderGovernance might fail or create riskStatus as an industry leaderLower financing costs
FSI Solutions ArchitectContent is too technical and not practicalSeen as a regional expertFSI solutions can be reused
PH Event HostContent is too "hard" and event becomes boringStrong role as event hostMore audience and exposure
PH Tech ExpertSystem is too complexLeader in national digitalizationExperience with high-end tech
AI EvangelistContent goes too deep into FSINational AI authorityBedrock real-world examples
UG Community ManagerContent cannot be reusedSuccess in going globalCross-region collaboration content
Tech InfluencerHard to turn content into a storyAuthority and more followersVideo / article material
PH Top StudentsHard to understand, not usefulFeeling of staying ahead of trendsClear career path

Philippine Companies Say They "Finally See a Clear Roadmap for FinTech, AI, and Supply Chain Integration" as Hong Kong and AWS Help Upgrade Local Capabilities

【AWS ✓ Manila】 Y.C. Law, the Hong Kong AWS liaison, recently helped organize and complete Philippines Community Day 2026. The event focused on FinTech, Innovative AI, and Smart Supply Chains, and attracted business leaders, tech experts, and innovation groups from Hong Kong, the Philippines, and other Southeast Asian countries.

The Philippines, as a demand-driven economy, has long faced two major challenges: weak infrastructure and the loss of high-skill talent. This year's Community Day set up three special tracks—FinTech, Innovative AI (I&T), and Smart Supply Chain. Experts from Hong Kong shared real industry experience and showed how digital transformation, AI, and industrial upgrading can help the Philippines attract foreign investment and improve competitiveness.

Y.C. Law stated that Hong Kong, as a knowledge-intensive, capital-intensive, and creativity-driven international city, can offer valuable experience to the Philippines in FinTech, AI, and cross-border supply chains. The event is expected to help create over 1,000 high-skill jobs in the Philippines and strengthen the innovation-tech connection between the two places.

The event received strong support from many community groups and companies, marking another milestone in Hong Kong–Philippines tech cooperation.

1. What challenges does the Philippines face?

The Philippines is a demand-driven economy and struggles with:

● Lack of compliant and reliable infrastructure → hard to attract foreign investors

● High-skill talent leaving the country

2. What strengths can the Philippines learn from Hong Kong?

Hong Kong is a "knowledge-intensive + capital-intensive + creativity-driven" city with strong experience in:

● FinTech

● Innovative AI (I&T)

● Smart logistics and supply chains

3. How does AWS Hong Kong transfer knowledge to the Philippines?

Philippines Community Day created three channels—FinTech / AI / Supply Chain—and invited overseas experts to share practical methods. This helps the Philippines attract foreign investment and create 1,000+ new high-skill jobs.

4. How to join?

Contact Y.C. Law.


Hong Kong FSI Experts Invited to the International Stage, AWS to Bring a Team to the Philippines to Share Industry Experience

【AWS ✓ Manila】 After the successful Philippines Community Day 2025 in Manila, AWS Hong Kong–Philippines liaison Y.C. Law announced the launch of the "Hong Kong FSI Industry Speaker Recruitment Program." Starting in 2026, AWS will invite Hong Kong experts in FinTech, innovative AI, and smart supply chains to speak in the Philippines and help grow the local tech ecosystem.

The Philippines has long faced challenges such as weak infrastructure and the loss of high-skill talent. Meanwhile, Hong Kong has built strong experience in FinTech, AI, and digital supply chains thanks to its "knowledge-driven + capital-driven + creativity-driven" industries.

These strengths were clearly shown at Community Day across its three key themes: FinTech, AI (I&T), and supply chain. Hong Kong experts used real cases to explain how digital transformation and AI can help the Philippines attract foreign investment and increase competitiveness. The program is expected to create over 1,000 high-skill jobs in the country.

"Preparing for the talk was much smoother than I expected. The AWS team organized the audience profile, agenda, and content structure from the start, so I only needed to focus on my ideas."

"During rehearsals, the AWS team even helped me polish my speaking pace so I could manage the flow on stage."

"When I finally stepped on stage, I felt fully supported—AWS handled all the details, and I just had to share my experience clearly."

"After the event, the AWS team turned my key points into a professional recap and helped spread it across different groups. Seeing my ideas reach more people was a kind of joy I rarely experience."

Most speakers felt that events like this help turn their insights into long-lasting knowledge assets, bringing more exposure and cross-industry opportunities.

AWS welcomes Hong Kong experts in FinTech, AI, or supply chains to join the program and bring Hong Kong's knowledge to the global stage.

Contact: Y.C. Law


A Bigger Stage, Stronger Content, and a Growing Community: Celestine Gains Confidence and Momentum in His Career

【AWS ✓ People】 At this week's AWS Hong Kong Community Day, AI evangelist Celestine Wong experienced an important highlight in his career. He stepped onto the main stage to talk about AI architecture, and the audience reacted with excitement. In that moment, he broke through years of career anxiety and gained new motivation for his upcoming promotion.

His transformation started with one technical talk. That event helped people notice him again, and more developers began reaching out to him. Soon after, clients trusted him with real project cases. He started writing articles and livestreaming, and creating content suddenly became much easier.

Then, universities and tech communities began inviting him to speak. Each talk brought more listeners, more feedback, and more confidence. This cycle of exposure → content → community kept pushing him forward.

A Hong Kong AI unicorn company happily shared: "Celestine deserves a bigger stage — we just helped more people see his talent."

The results are already clear:

● Developer reach has grown three times

● His content views hit new records

● Community events have doubled

● Partnerships with universities keep increasing

These numbers continue to rise, giving Celestine stronger career security and even more confidence on his path toward promotion.


"One Talk Becomes a Long-Term Asset": AWS Helps Speakers Spread Knowledge and Grow Their Personal Brand

【AWS ✓ Community】 AWS is working with tech communities and universities to build an open technology ecosystem. The main people who will benefit are industry speakers and learners. The goal is to help expert knowledge reach the right people faster, and to help speakers grow their professional influence across the industry.

In this program, speakers experience a smooth and supportive content journey. From the start, they receive clear templates and audience profiles to guide their preparation. During the event, the team handles the timing and interaction so the speaker can focus on sharing. After the event, the speaker's ideas are turned into a professional recap and shared across different communities.

This helps speakers realize: "One talk is no longer a one-time effort — it becomes a knowledge asset that can be shared and reused across many groups."

AI evangelist Celestine shared what speakers often tell her: "They say the happiest part is that I help organize what they really want to say — clearer than they could write themselves, and easier for others to see."

The results are clear and measurable:

● Preparation time reduced by about 40%

● Content reach expanded by 3×

● Long-term exposure increased by 5–7×

This gives speakers strong brand growth and higher industry influence.

1. Will I need to spend a lot of time preparing?

No. You will receive ready-made templates, agenda structures, and audience profiles. I will also help with topic selection and key points. During the event, I will support the entire on-site flow. You only need to focus on your ideas.

2. Will my content be misunderstood or written in an unprofessional way?

No. After the event, I will write a professional recap, organize your ideas clearly, and send it to you first. This ensures accuracy and quality.

3. Will this talk give me enough exposure?

Yes. I will promote your ideas on LinkedIn before, during, and after the event, spreading them across cloud tech, AI, finance, and community groups.

4. Will my content disappear after the event?

No. I will turn your ideas into articles, summaries, and short clips, and share them with communities and universities. Your content becomes a long-term, reusable knowledge asset.

5. Who is the audience? Is it worth my time?

Yes. Before the event, I will give you a clear audience profile—their background, experience, and needs—so you know exactly who you are speaking to and why it matters.