Business Analytics · FinTech · Product · Automation

Building practical products at the intersection of finance, data and automation.

I'm Kaung Mon Khant, a Business Analytics undergraduate working across financial analytics, product thinking and intelligent automation.

FinTech

Finance systems

Product

Problem → solution

Analytics

Python & SQL

Automation

AI & workflows

Selected Work

Things I've built.

01

FinTech · Python · Streamlit

FinPilot

Takes messy transaction files, standardises them, flags things worth checking, and puts them into a simple review workflow.

V1 · Working locally

FinPilot exception review dashboard
FinPilot upload and column mapping
FinPilot exception detail and evidence

02

AI Automation · n8n · FastAPI

Mon Personal Assistant

A Telegram bot I built to manage my Google Calendar, send me useful reminders and briefs, and handle scheduling through normal conversation.

Live · Hostinger VPS

Telegram scheduling request
n8n core agent workflow
FastAPI backend documentation

03

Financial Analytics · Python

Portfolio Optimization

My final-year project looking at returns, volatility and portfolio allocation using models like ARIMA and GARCH.

Final Year Project

Efficient frontier from portfolio optimization project
AAPL forecast and risk band
Volatility adjusted portfolio weights

Experience

Places I've worked.

01

Nov 2024 - Present

Co-Founder

Calli Coffee

Building and growing Calli Coffee, working across brand, product direction, customer validation and go-to-market. We're also exploring how the business can grow beyond coffee into a broader wellness-focused brand.

StartupProductGo-to-market

02

Jun 2024 - Dec 2024

Finance Analyst / Product Management Intern

Bybit

Worked across finance, data and product projects, from SQL-heavy reporting and P&L checks to internal workflow improvements and PRD work with different teams.

FinanceSQLProduct

03

Feb 2024 - May 2024

Management Intern

Glance Solutions

Worked on a mix of operations, sales and product-related projects, including lead generation, market research, CRM improvements and internal workflow optimisation.

OperationsSalesResearch

About

A little bit about me.

I'm a Business Analytics student in Singapore, interested in FinTech, product, automation and figuring out how technology can make messy workflows less painful.

I've worked across finance, product and operations, and I usually learn by building things. That could be a financial exception tool, a Telegram scheduling assistant, or random experiments that solve problems I actually have.

Outside of work, I'm usually training, playing basketball, fishing, or posting questionable life updates on TikTok.

Contact

Say hi, talk products, or send me something interesting.

If you're hiring or just want to chat about product, fintech, analytics or automation, feel free to reach out.

Kaung Mon Khant

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