Projects / Present + Future

Work that shows what I can build now, and what I’m aiming to build next.

This page balances proof and ambition: current projects with details on execution, and future concepts that show the direction of my thinking.

Current projects

In motion right now.

Data Analytics

Sales Data Analysis

Shipped

Analyzed more than 50,000 records to uncover performance trends, demand patterns, and improvement opportunities. The goal was not only insight, but decision-ready clarity.

Python Pandas Visualization
  • Cleaned and structured messy raw records into reliable analysis layers.
  • Explored correlations and seasonal behavior to support business decisions.
  • Turned outputs into visual summaries that non-technical audiences can use quickly.

Startup Validation

Consumy Startup Experience

Live learning

A hands-on startup exploration focused on market fit, audience understanding, and practical problem validation. This project sharpened my real-world thinking beyond classroom work.

Research Marketing Strategy
  • Tested whether assumptions matched actual customer behavior.
  • Studied messaging and positioning to understand what resonates.
  • Learned how feedback loops shape better products and stronger priorities.

Future projects

Ideas I’m serious about building.

AI Product

Recommendation System

Personalized suggestions powered by behavioral signals, focused on making decision-making feel smarter and faster.

Data Storytelling

Interactive Insight Dashboard

A dashboard where business metrics feel less like numbers and more like a clear story with live visual depth.

Portfolio Product

Personal Brand Engine

A system that combines projects, writing, and social presence into one evolving digital identity hub.