Blogs

While I do not intend to follow a niche, I’d occasionally write about:

I’ll try to keep stuff organized in groups!

Posts

 

10 Courses That Shaped My Degree

Looking back at the math, stats, systems, and surprises that defined my undergrad journey.
Undergrad
Data Science
Statistics
Computer Science
Reflection
Heading into my sixth and final year, it’s strange to look back at the sheer variety of classrooms I’ve sat in. A quantitative degree often looks uniform on paper, an…
May 28, 2026

Beyond the Price Target: A Reverse DCF Framework for Expectation Investing

Quantitative Finance
Python
Statistics
A Discounted Cash Flow (DCF) model is the “gold standard” of valuation. It operates on a simple premise: a company is worth the sum of all the cash it will ever make…
May 11, 2026
 

Why Parquet + Arrow Changed Our Ingestion Pipeline

Data Engineering
Systems Architecture
Health Informatics
During my internship at Population Data BC, we faced a classic distributed systems problem: data ingestion and transformation pipelines processing massive, longitudinal…
Jan 1, 2026
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