Independent builder · Yangon / Remote

Data Analyst & Automation Engineer · Product Builder

I turn complex ideas into systems that make sense.

I turn messy data, workflows, and product questions into structured analysis, useful tools, and clearer decisions—combining business thinking with hands-on delivery.

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SELECTED WORK

Evidence, not just output.

Projects are documented as decisions: the problem, my contribution, the working system, and what the evidence showed.

FLAGSHIP PRODUCTLIVE · EN / MY

Wisp

Product owner · Product analytics · AI & automation

A bilingual relationship self-insight product designed for Myanmar users.

I built the product end-to-end: the guided assessment, deterministic psychology logic, result wording, payment journey, analytics, authentication, AI-personalization architecture, and production delivery.

FUNNEL SNAPSHOT · AUGUST 2026 · NOT REAL-TIME

101Tracked starts

70Completions

69.3%Completion rate

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WISP / PRODUCT MOTION23 QUESTIONS · 2 LANGUAGES

Structured responses captured

INPUT · 23 RESPONSES

Structured responses captured.

Wisp collects 23 answers about connection, conflict, trust, closeness, and emotional safety. The assessment works in both English and Burmese.

CONNECTIONCONFLICTTRUSTEN / MY

AUTO LOOP · PAUSES ON HOVER

ANALYTICS SYSTEM · IN DEVELOPMENT

Personal Intelligence Lab

Data workflow design · Analysis · Product build

A guided workspace that turns unfamiliar datasets into quality checks, prepared data, analysis, and decision-ready reports.

PythonFastAPIReactData profiling

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APPLIED AI · WORKFLOW

Category Classification

Evaluation design · Classification · API workflow

A repeatable classification workflow built around evaluation, explainable categories, and clear inference—not just a model demo.

PythonNLPEvaluationAPI design

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CAPABILITIES

From ambiguity to a working system.

I’m most useful when a problem crosses functions and needs both structured thinking and hands-on execution.

Data & decision systems

Define useful KPIs, shape dashboards, and turn operational data into decisions people can act on.

Business & product analysis

Turn unclear goals into requirements, user flows, priorities, process maps, and measurable outcomes.

Automation & applied AI

Build controlled AI and automation features around a real user need, practical limits, and human review.

BUSINESS WEBSITE CONCEPTS

Realistic sites for real local businesses.

Reusable concepts—not throwaway mockups. Each can be rebranded and adapted into a focused client website quickly.

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CONCEPT / DEMO · Hospitality

ABOUT

I connect human behavior, business questions, and technical systems.

I’m K3, a product-minded analyst and builder based in Yangon. My strongest work sits where software, data, and human behavior overlap—especially when the original problem is still messy.

My LLB background trained me to examine evidence, structure arguments, and work through ambiguity. I now apply that thinking to product analysis, data systems, UX, automation, and applied AI.

LOOKING FOR A CANDIDATE?

Review the work and evidence.

I’m open to junior Business Analyst, Data Analyst, Product Analyst, and focused automation work in Yangon or remote.

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NEED A WEBSITE OR AUTOMATION?

Tell me about your project.

For freelance work, contact me about a new website, redesign, landing page, or small automation project.

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