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



Business Analytics · FinTech · Product · 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
A mix of finance, automation and analytics projects I've worked on.
01
FinTech · Python · Streamlit
Takes messy transaction files, standardises them, flags things worth checking, and puts them into a simple review workflow.
V1 · Working locally



02
AI Automation · n8n · FastAPI
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



03
Financial Analytics · Python
My final-year project looking at returns, volatility and portfolio allocation using models like ARIMA and GARCH.
Final Year Project



Experience
01
Nov 2024 - Present
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.
02
Jun 2024 - Dec 2024
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.
03
Feb 2024 - May 2024
Glance Solutions
Worked on a mix of operations, sales and product-related projects, including lead generation, market research, CRM improvements and internal workflow optimisation.
About
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
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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