Portfolio · Lat Krabang, Bangkok

Win Ko Aung
"Waugust"

BBA, Global Business & Financial Management, KMITL Business School — Research Analyst at One Proxima Capital
"I'm a Finance student at KMITL. I'd describe myself as curious, calm under pressure, and someone who takes ownership. I enjoy solving problems with data and working closely with people."
Email LinkedIn +66 62 432 0833
3.9 / 4.0
GPA at KMITL, on a full scholarship
5 roles
Internships across Thailand, Singapore & the US (remote)
22M+
Campaign reach, scaling 1K → 54.9K followers
Win Ko Aung
📍 KMITL, Bangkok
About

Curious by nature, structured by training.

A finance student who gravitates toward messy problems, data, and the people trying to solve them together.

Win Ko Aung is a Finance student at King Mongkut's Institute of Technology Ladkrabang (KMITL) Business School in Bangkok, pursuing a BBA in Global Business and Financial Management on a full scholarship. His experience spans research and consulting internships across Thailand, Singapore, and the US (remote), alongside a parallel track in data analytics, strategic research, and youth leadership across Myanmar and Thailand — from building Power BI dashboards to co-authoring an academic poster on AI investment strategy in supply chains, to directing a literature & arts committee for a youth leadership association.

He describes himself as curious, calm under pressure, and someone who takes ownership — equally comfortable building a revenue forecasting model for a Singapore fintech or coordinating a volunteer data team during a public health crisis.

Education

King Mongkut's Institute of Technology Ladkrabang (KMITL)

BBA in Global Business and Financial Management · 2023 – Present
GPA 3.9 / 4.0, on a full scholarship.
Languages
BurmeseNative
EnglishIELTS 7.0
ChineseElementary
ThaiLearning
Experience

Where I've worked.

Research, consulting, and finance internships across three countries — remote and on the ground.

Apr 2026 – Present

Research Analyst

One Proxima Capital Inc · US (Remote)

Design sales-approach and income-approach comparable analyses for multi-family deals (using cap rates, NOI, and adjusted sales) to establish underwriting benchmarks, while concurrently analyzing 30+ single-family homes and duplex properties.
Built a 1,500+ partner database (agents, GCs, lawyers, PMs) across 15+ North Carolina & South Carolina cities from scratch to support deal origination.
Researched 100+ development projects and delivered weekly insight decks to senior executives, directly informing market entry and investment decisions.

May 2026 – Jul 2026

Management Consulting Intern

YCP Solidiance · Bangkok, Thailand

Modeled market-sizing frameworks for MNC clients, validating an 8.62B market opportunity by breaking down demand top-down and bottom-up, delivering insights to Engagement Managers and Directors.
Evaluated 1,000+ products across quality, price, and type to benchmark competitors, with deep dives on 5–7 key competitors from a pool of 20+ across financials, marketing, and distribution.
Conducted industry entry research across 10+ APAC markets, synthesizing regulatory, competitive, and market size insights into actionable recommendations.

May 2025 – Jan 2026

Finance & Customer Management Intern

Farmio SG Pte Ltd · Singapore

Built a weekly revenue forecasting model covering 200+ accounts with 2–3% variance accuracy, supporting cash flow management and revenue protection.
Investigated payment behavior across 1,400+ accounts, reducing overdue payments by 20% (~15K+ SGD weekly) and cutting bad debt exposure.
Resolved 50+ weekly payment issues, proposing and documenting revised SOPs that reduced recurring errors by 30%.

Sep 2024 – May 2025

Management Trainee

SEA Bridge Advisory · Bangkok, Thailand

Led market entry and financial feasibility assessments for a pet care client, delivering strategic recommendations to executive stakeholders across 2 ASEAN markets.
Supported sector research and expansion strategy for a 15M+ follower Thai lifestyle media client; the strategy was implemented and contributed to market share growth in Indonesia.
Coordinated with 15+ cross-border teams while documenting project progress and ensuring timely execution.

Skills

What I bring to the table.

A mix of analytical hard skills, collaborative soft skills, and the software fluency to act on both.

Strategic & Analytical
Research Business Analysis Financial Modelling Financial Analysis Competitive Intelligence Benchmarking Strategic Insights Operational Strategy Presentation & Reporting Case Analysis Risk Management
Creative & Content
Content Writing Script Writing Graphic Design Video Production Video Editing Social Media Management
Soft Skills
Creativity Design Thinking Initiative Feedback Sensitivity Attention to Detail Time Management Team Work
Tools & Software
Microsoft ExcelAdvanced
Microsoft WordAdvanced
Power BIConfident
PowerPointConfident
Premiere ProAdvanced
After EffectsConfident
CanvaAdvanced
SQLBasic
Microsoft Office ERP Software Project Management Tools
Projects

Selected work.

Data analysis, market simulation, and social impact — projects that show a few different sides of the same interest: turning information into decisions.

Power BIExcelData Analysis

Market Data Analysis Project

Analyzed structured sales data and built an interactive dashboard to identify performance trends and growth opportunities. Presented key insights and actionable recommendations to support business decision-making.

🏆 Placed 3rd among senior professionals in a final business analysis presentation, recognized for Clear KPI Highlights, Effective Use of Charts, Insights, and Modern UI Elements.
Sales data analysis dashboard overview Sales dashboard — country & profit breakdown Market analysis dashboard — customer & store views
Athipay app — social & data team and map view
Social ImpactVolunteerData Collection

Athipay Project

Athipay is a community-based health application designed for the prevention and mitigation of COVID-19, developed during the pandemic. The project was led by Impact Hub Yangon and young digital entrepreneurs as a voluntary initiative. Win contributed as a member of the Social & Data Team, responsible for collecting up-to-date data and gathering essential information for the application.

More projects

Project Lead

NTR Workplace Awareness Campaign

Social media growth campaign
Analyzed social media engagement metrics to identify trends, driving 10% monthly direct customer conversion. Optimized content strategy, achieving 22M+ reach and scaling from 1K to 54.9K followers within 6 months.
Trading Simulation

Click2Win Trading Simulation Project

KMITL Business School
Analyzed equity derivatives using the Click2Win trading simulation platform, achieving a 3M+ simulated portfolio gain through disciplined investment analysis and risk management.
Case Competition

HSBC Case Competition Thailand 2025

Best Team Video Award
Analyzed and presented strategic solutions for two business cases across 3-hour rounds. Awarded "Best Team Video" for the team introduction, recognizing creative communication and team branding.
Research & Publication

Academic work.

Poster presentation at a national undergraduate conference.

Strategic Prioritization of Artificial Intelligence Investment in Supply Chain Functions

Aung, W. K., & Aung, W. P. P. (2026). Strategic Prioritization of Artificial Intelligence Investment in Supply Chain Functions. Poster presentation at the 5th National Undergraduate Academic Conference (KBEST 2026), King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand.

Abstract

Although artificial intelligence (AI) is changing at a rapid rate in how companies use supply chains, there has been no structured model or criteria developed by companies to help them decide where to allocate their money when it comes to investing in AI to benefit the financial success of the company and to support the advancement of the technical capabilities of the AI technology. In this paper, the authors develop a hybrid multilevel decision-making model. The model combines the concept of an AI capability maturity model (predictive, prescriptive, autonomous), the Supply Chain Operations Reference (SCOR) process framework (PLAN, SOURCE, MAKE, DELIVER, RETURN), and standard financial performance metrics to provide a method for evaluating strategic investment priorities within the context of supply chain processes. The model uses the Analytic Hierarchy Process (AHP) with an AI suitability coefficient to evaluate the strategic investment priorities for each of the different supply chain processes. Data from Amazon, Walmart, DHL, Maersk, and JD.com (2020–2024) were used to test the model; results suggest that the sourcing and production processes will have the largest structural-financial impact. Additionally, the SAIPI (Strategic AI Prioritization Index) provides a SCOR process-grounded and maturity-calibrated platform for the implementation of informed and evidence-based digital investment decisions.

Keywords: Artificial Intelligence, Supply Chain Management, SCOR model, Investment Analysis, AI Prioritization

KBEST 2026 conference poster
Certifications

Professional training & diplomas.

Structured programs completed outside the classroom, in data, strategy, and design.

Matrix College diplomaView
Diploma

Professional Diploma in Business Intelligence & Data Analytics

Matrix College (Matrix Institute of Professionals), Myanmar · Jun 2025
Hands-on training in Power BI, Excel, basic SQL querying, and foundational statistics for business insights. Certificate No. MSP0642-2025.
Leland Management Consulting Bootcamp certificateView
Bootcamp

Management Consulting Bootcamp

Leland · Completed Jun 12, 2025
6-session program led by coaches from top consulting firms. Covered structured problem solving, case interview foundations, brainstorming & data insights, and communication strategy.
Design Thinking Masterclass certificateView
Masterclass

Design Thinking Masterclass

OSG Youth Alliance × Skillsoft · 2024
Completed as part of the ASEAN-China-India Youth Leadership Summit 2024; a 9-course masterclass covering ideation, prototyping, stakeholder engagement, and innovation leadership.
NestGen 2025 · AI Edition
Corporate program

NestGen 2025: AI Edition

Nestlé, with Microsoft & LinkedIn · Jul 2025
Three-day virtual program on the practical applications of data and AI in modern business — Digital & AI Skills, Branding & Marketing Skills, and the Power & Impact of Influencer Marketing.
NestGen Digital and AI Skills certificate NestGen Branding and Marketing Skills certificate NestGen Power and Impact of Influencer Marketing certificate
Yale Introduction to Psychology certificateView
Online course

Introduction to Psychology

Yale University, via Coursera · Sep 3, 2024
Non-credit course taught by Prof. Paul Bloom, Brooks and Suzanne Ragen Professor of Psychology.
Google Foundations Data, Data, Everywhere certificateView
Online course

Foundations: Data, Data, Everywhere

Google, via Coursera · Jul 11, 2025
Part of the Google Career Certificates program — foundations of data-driven thinking and analysis.
Project Destined
Certificate Program

CRE Fundamentals Certificate Program — Level III Completed

Project Destined
Training in real estate market & property analysis, valuation, and deal financing.
Awards & Recognition

Competitions, conferences & contributions.

A running record of participation — from hackathons to academic conferences.

KBEST 2026 poster presentation certificateView
Conference

Poster Presentation — 5th National Conference for Undergraduate Students (KBEST 2026)

KMITL Business School · Mar 5, 2026
Hult Prize certificate of participationView
Competition

Hult Prize at KMITL — Startup Team Member

Hult Prize Foundation · Feb 14, 2026
ATU-Net International DataHack certificateView
Entrepreneurship

ATU-Net International DataHack for Sustainability 2023 — KMITL Business Track Representative

KMITL, in partnership with SAP & UN SDGs · Nov 21–25, 2023, Bangkok
RecyGlo AI Comic Competition certificateView
AI & Sustainability

"AI Comic Competition for Environmental Awareness Sharing"

RecyGlo Myanmar
The Hackathon 2019 certificateView
Entrepreneurship

The Hackathon 2019 — Outstanding Contribution

Ooredoo Myanmar × Impact Hub × UNDP, Promoting Digital Entrepreneurship
Filmpark Art of Storytelling certificateView
Video Production

The Art of Storytelling — Basic Online Class Part I & II

Filmpark Academy · Jan 5, 2021
No certificate image available
Contribution

Certificate of Recognition

KMITL Business School · 2026
Awarded for voluntary contributions and achievements.
Volunteering & Leadership

Showing up for the team.

Leadership and volunteer roles across youth organizations and professional societies.

KMITL Business School

Member, International Outlook Team

KBS — King Mongkut's Institute of Technology Ladkrabang Business School

Supports faculty outreach, student engagement, and social media management for the school's international-facing initiatives.

2019

Literature & Arts Committee Director

Association of New Generation of Luyeechun (ANGL) × Myanmar Youth Empowerment Opportunities (MYEO)

Directed the Literature & Arts Committee and completed a four-week ANGL × MYEO leadership training, recognized for outstanding performance and dedication despite a demanding schedule.

MYEO x ANGL appreciation letter
2021 – 2022

Student Volunteer

Society of Petroleum Engineers (SPE) — Yangon Technological University Student Chapter

Recognized by the SPE Board of Directors for service and contribution to the Yangon Technological University Chapter, with an appreciation letter from the SPE 2022 President.

SPE appreciation letter
2021 – 2022

Social & Data Team Member

Athipay Project — Impact Hub Yangon

Volunteered on a community-based COVID-19 prevention app, collecting up-to-date data and essential information as part of the Social & Data Team.

Athipay project team
Contact

Let's build something together.

Open to internships, research collaborations, and data-driven projects. Reach out any time.

winkoaung198@gmail.com linkedin.com/in/win-ko-aung +66 62 432 0833