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KBPsystem777/README.md

I've never been a natural. All I do is try, try, try.

Koleen Baes Paunon

Senior AI Engineer & Technical Founder | LLM Systems | Blockchain Architecture | Production at Scale


Profile Views

WakaTime

I build AI-powered systems and distributed ledger infrastructure that run in production — not in demos, not in decks.

13 years of enterprise delivery across Deloitte Digital APAC, Accenture US/EU, and central bank regulated financial infrastructure. Today I operate independently under BPxAI — founding AI products, taking senior engineering contracts, gatekeeping production merges for a sports technology venture, and training the next generation of Filipino developers who will compete globally.

From LLM pipelines with 90% token cost reduction, to Corda Enterprise blockchain shipped under central bank regulation, to teaching Philippine government employees to deploy live Ethereum smart contracts — I operate the full spectrum. Boardroom strategy to production code, with nothing lost in translation.


Ventures & Platforms

AI & Intelligent Systems

  • MedixAI — AI clinical operating system for Philippine physicians. SOAP note generation, pre-consultation intake, and diagnostic triage powered by the Anthropic Claude API. 40+ verified PRC-licensed physicians onboarded through organic distribution, with live clinical validation across multiple specialties. Real patients routing through the platform. 👉 https://getmedixai.com

Sports Technology

  • Dayou Sports Technologies — Co-founder, Principal Engineer, and sole merge gatekeeper. Owning architecture, engineering standards, and the entire quality bar for a production sports technology platform.

Business Operations

  • SnackPax Ops — Real-time operational platform for a bootstrapped food enterprise covering sales analytics, workforce management, and inventory intelligence.

Independent Work & Contracts

Founder & Solo Technical Founder — MedixAI, BPxAI Labs Built and shipped a production AI healthcare intelligence layer end-to-end as sole technical founder. Anthropic Claude API integration with prompt caching achieving 90% input token cost reduction. Stack: Next.js 15, TypeScript, Supabase, Inngest, AWS.

Senior Consultant, Enterprise Systems — Deloitte Digital APAC & Australia. Delivered enterprise platforms for AustralianSuper (3.4M+ members), Abbott, and Travel Money Group. Led 4-engineer teams under strict governance frameworks.

Senior Software Engineer — Accenture US & EU. Delivered large-scale systems for Xcel Energy, Entergy, Exelon/BGE (1.2M+ customers), and BDR Thermea (1.5M+ units). Led four cross-functional engineering pods globally.


National Security & Strategic Research

I publish structured intelligence, cryptographic risk analysis, and defense modernization research from the Philippines:

  • Ronway — Post-quantum cryptography scanner built in Rust. Identifies cryptographic exposure ahead of the quantum transition.
  • Philippine PQC Readiness Index — Authored national assessment of post-quantum cryptographic readiness.
  • AI Defense Framework — A personal proposal for Philippine security & defense agencies 👉 Read the framework
  • Philippine Counterterrorism 2016–2026 — A decade of strategic evolution 👉 Read the report

Focus areas: intelligence architecture, predictive systems, post-quantum cryptography, hybrid threat modeling, maritime security, and institutional resilience.


Thought Leadership & Publications


Developer Education & Nationwide Impact

I lead blockchain and Web3 education across the Philippines — university lecture halls to government training centers — building a pipeline of globally competitive Filipino developers. 1,000+ developers trained through national programs to date.

In March 2026, I facilitated the Philippine DICT's first-ever Solidity bootcamp, where government employees deployed live smart contracts on Ethereum testnet. This is what building a nation's technical capacity looks like.

Bitskwela


Technical Stack

Languages: TypeScript, JavaScript, Python (applied), Solidity, Rust, Kotlin (Corda)

AI & LLM: Anthropic Claude API, OpenAI API, RAG pipelines, prompt engineering, prompt caching, agentic workflows, vector search (pgvector, Pinecone), LangChain

Frontend: Next.js 15, React, Tailwind CSS, shadcn/ui

Backend & Data: Node.js, Supabase, PostgreSQL, Inngest, REST APIs

Blockchain: Corda Enterprise (R3 DLT), Solidity, Hardhat, ERC20/ERC721/ERC1155, OpenZeppelin, DeFi, NFT marketplaces

Cloud & Infra: AWS (SAA-C02), Docker, Kubernetes, CI/CD, Vercel Edge


Architecture Philosophy

  • Verifiable systems over blind trust
  • Security-first design in regulated environments
  • AI assists decision-making; accountability remains human
  • Durable business models over trend-driven hype
  • Build boring infrastructure that compounds value

What I'm Building Toward

  • Trust embedded into systems, not assumed
  • AI that assists humans without overriding verifiable truth
  • Distributed ledgers that support regulators, not bypass them
  • Filipino developers who compete globally while solving local problems
  • A technology empire built from the Philippines, for the world

Open to Collaboration

  • Senior AI engineering contracts (LLM integration, RAG, agentic systems)
  • Blockchain architecture and strategy consulting
  • High-trust system design for regulated industries
  • Strategic advisory roles
  • Developer education partnerships

Available for remote contracts starting immediately. Email: koleen.bp@outlook.com


Connect

Pinned Loading

  1. ronway-scanner ronway-scanner Public

    Rust

  2. ph-risk-intelligence-research ph-risk-intelligence-research Public

  3. Bitskwela/bitdev-dml-exercises Bitskwela/bitdev-dml-exercises Public

    Python 1