At Acegent, I analyzed Southeast Asian TikTok markets and creator performance, processing monthly records with Python, Kalodata, TTS, and FastMoss. My analysis informed channel growth strategies across creator tiers, content formats, and pricing.
I built an indexed historical database by standardizing multi-year datasets and mapping metrics. I also developed a full-funnel model to diagnose channel health and create a quarterly growth roadmap with SKU and content recommendations.
For Acegent clients, I managed requirements discovery and project delivery, then presented full-English reports to support executive decisions. I also integrated annual performance metrics across five Southeast Asian markets.
In independent projects, I used SQL to analyze e-commerce sales data and built reusable analysis scripts and a dashboard framework. My academic work also applied CAPM and regression analysis to investment and business questions.
