01 About 02 Work 03 Consulting 04 Speaking 05 Writing 06 Videos 07 Credentials Book a consult →
FOUNDER & CTO · THE FINE QUBIT

PriyalWalpita

I architect agentic AI, secure software, and distributed systems that ship to production — and teach the next generation of engineers to build them.

Colombo, LK Stanford ML MSc Information Security 20+ yrs building
MASTERY

What I've mastered

drag · hover to focus
M01
Agentic AI
Autonomous, tool-using systems that ship to production.
M02
LLM Systems
RAG, evals, and reliable model pipelines.
M03
Distributed Systems
Resilient backends engineered for scale.
M04
Blockchain
Trust infrastructure and token technology.
M05
Secure Software
Threat-modeled, guardrailed, defensible by design.
M06
Reverse Engineering
Reading systems down to the metal.
M07
Cryptography
Primitives that hold under real pressure.
M08
MLOps
From notebook to production, reliably.
M09
IoT & Edge AI
Intelligence at the edge of the network.
M10
Cloud Architecture
Systems designed to grow without breaking.
Priyal Walpita — Founder & CTO, The Fine Qubit
PW
[ portrait ]
ABOUT

Two decades architecting systems at the edge of AI, security, and scale.

I'm Priyal Walpita — a software architect and Founder & CTO of The Fine Qubit. For over twenty years I've designed and shipped systems where artificial intelligence, security, and large-scale distributed computing meet.

Today my focus is agentic AI: autonomous, tool-using systems that move real work forward in production. Previously, as CTO of ZorroSign, I led engineering for blockchain-backed digital signatures and forensics-ready token technology trusted across regulated industries.

I also teach. As a visiting lecturer at the University of Colombo School of Computing, I cover information security, secure software systems, blockchain, and reverse engineering — and I founded the Colombo Secure Programming Community to grow safer engineering practice. I hold a Stanford Machine Learning certification and an MSc in Information Security.

20+
years building
50+
articles published
1K+
readers
3
domains mastered
WORK & VENTURES

Where I build and lead

The Fine Qubit logoThe Fine Qubit 2025 — Present
Founder & CTO
The Fine Qubit

An agentic-AI studio shipping production systems, plus fractional-CTO work across agentic automation, RAG, LLMOps, and AI security. Built a fleet of 12 specialized AI coding agents that cut delivery time by 80%.

Agentic AILLMOpsAI Security
Zafer AI logoZafer AI 2024 — 2025
Co-Founder & CTO
Zafer AI (formerly ZorroSign)

Co-founded a privacy-first, AI-powered document-intelligence & e-signature platform. Owned the AI/ML roadmap — agents, RAG, guardrails, LLM tuning — plus blockchain-backed document forensics.

AI/MLGuardrailsBlockchain
Xyicon logoXyicon 2023 — 2024
Chief Technology Officer
Xyicon

Led technology and distributed-systems architecture for a multi-tenant SaaS platform. Built the 2D/3D engine that turns PDF floor plans into interactive, measurable views, plus a configurable formula-field calculation engine.

SaaS2D/3D EngineCloud-Native
UCSC logoUCSC 2018 — Present
Visiting Lecturer
University of Colombo (UCSC)

Teaching information security and secure software engineering, and mentoring students in blockchain development and smart contracts.

TeachingSecurityBlockchain
CONSULTING & SERVICES

How I can help your team

Advisory and hands-on engagements for founders and engineering teams crossing into AI — without losing security or scale.

Book a consult →
01

AI & Agentic Architecture

Design and review of production AI: agentic workflows, LLM integration, RAG, evals, and an AI strategy that survives contact with reality.

02

Secure Software & Audits

Threat modeling, AI guardrails, code & architecture security reviews, and forensics-ready, defensible system design.

03

Fractional CTO & Advisory

Architecture, technical roadmap, hiring, and engineering-org design for founders and scaling teams who need senior judgment.

04

Workshops & Training

Hands-on corporate workshops and university-grade courses on AI engineering, secure coding, blockchain, and reverse engineering.

SPEAKING & TEACHING

On stage & in the lecture hall

I speak and teach on AI architecture, secure software, and the shift to agentic systems — at conferences, inside companies, and at universities.

KeynotesWorkshopsGuest LecturesPodcastsPanels
Invite me to speak →
T01

Agentic Architectures: The Future of AI Systems

KEYNOTE
T02

Dark Code & AI Guardrails for Enterprise Software

TALK
T03

The Five Levels of AI Coding

WORKSHOP
T04

Blockchain as Trust Infrastructure

LECTURE
T05

From Generative AI to Agentic AI

TALK
SELECTED WRITING

Notes on building intelligent systems

View all on Medium →
AI ARCHITECTURE
APR 2025AI ARCHITECTURE

Diving into Agentic Architectures: The Future of AI Systems

How autonomous agents are reshaping the way we design intelligent software.

Read on Medium →
ENTERPRISE AI · THE FINE QUBIT
2026ENTERPRISE AI

Dark Code in Enterprise Software: Why AI Guardrails Are the Answer

The hidden risks lurking in large codebases — and how to contain them.

Read on Medium →
AI ENGINEERING
MAR 2026AI ENGINEERING

The Five Levels of AI Coding — Why Most Devs Are Stuck at Level Two

A framework for leveling up how you collaborate with AI in the loop.

Read on Medium →
AI EVOLUTION
AUG 2025AI EVOLUTION

From Generative AI to Agentic AI: Understanding the Evolution

The path from prompt-and-response models to systems that act on their own.

Read on Medium →
OPEN SOURCE · THE FINE QUBIT
2026OPEN SOURCE

4 Open-Source AI Projects That Will Change How You Ship Code

The tools quietly rewiring the modern software delivery pipeline.

Read on Medium →
CAREER
SEP 2025CAREER

The AI Revolution Isn't Coming — It's Here: 4 Skills to Stay Ahead

What engineers should double down on as the ground shifts under them.

Read on Medium →
ON YOUTUBE

The Fine Qubit, on video

Breakdowns of AI models, tools, and engineering — including Sinhala explainers.

Subscribe on YouTube →
AI FUTURES

මිනිසුන් වැඩ කරන්නේ නැති AI Company එකක් හදමුද? 🤖 🏭 | Paperclip AI - Dark Factory

MODEL REVIEW

Claude Fable 5 - දැනට ලෝකේ බලගතුම AI මොඩල් එක 🔥 | Sinhala Review

AI CODING

🔴 Dark Code කියන්නේ මොනවද? | AI Code හොඳද නරකද? | Karpathy's Warning 2026

CREDENTIALS & ACHIEVEMENTS

Certified, published, and in the room

Machine LearningStanford UniversityCERTIFICATION
MSc, Information SecurityUniversity of ColomboDEGREE
Visiting LecturerUniversity of Colombo — School of ComputingAPPOINTMENT
Founder, Colombo Secure Programming CommunitySri LankaCOMMUNITY
Technical Author — 50+ articles, 1K+ followersMediumWRITING
FAQ

Questions, answered

Who is Priyal Walpita?

Priyal Walpita is a software architect and the Founder & CTO of The Fine Qubit, based in Colombo, Sri Lanka. With more than two decades of experience, he architects agentic AI, secure software, and distributed systems that ship to production, and teaches engineers through corporate workshops and as a visiting lecturer at the University of Colombo.

What is The Fine Qubit?

The Fine Qubit is the company founded by Priyal Walpita, focused on agentic AI, secure software, and distributed systems — building production-grade intelligent systems and sharing technical education through articles and video.

Is Priyal Walpita available for consulting?

Yes. He takes on consulting and technical advisory engagements covering AI & agentic architecture, secure software and audits, fractional CTO & advisory work, and hands-on workshops and training. The fastest way to start is to email priyal@priyal.ai.

Does he do keynote speaking?

Yes. Priyal speaks at conferences, inside companies, and at universities on AI architecture, secure software, and the shift to agentic systems. Keynote and workshop engagements can be arranged via priyal@priyal.ai.

What does Priyal Walpita specialize in?

His core expertise spans agentic AI, large language models, distributed systems, blockchain, secure software, and reverse engineering — applied to designing and reviewing systems that are both secure and scalable.

Let's build something intelligent.

Open to consulting, technical advisory, and keynote engagements in AI, secure software, and distributed systems.

→ priyal@priyal.ai