About Me · 2026

Samantha
Vero Friis

Bachelor's student in Business Administration seeking an entry-level analyst or finance-related role while studying. Strong numerical skills, advanced Excel, and experience in company, risk, and financial analysis. Analytical, detail-oriented, and efficiency-focused.

samantha42.xyz me@samantha42.xyz

experience

Independent Equity Research finance

Fundamental analysis using SEC filings (10-K, 10-Q) and earnings reports. Assess profitability, liquidity, risk factors, and long-term business sustainability. Handle incomplete or low-transparency information through structured cross-validation.

// Go to Analysis

Technical Tools & Automation engineering

Build lightweight backend tools to automate repetitive analytical and operational tasks. Python for data processing, validation, and workflow automation. Lightweight online services in Go, focusing on speed and reliability.

// Go to Tools

education

2025 — present

Bachelor of Economics & Business Administration (HA)

Aalborg University · Expected 2028

2024 — 2025
discontinued

Mathematics-Technology (BSc)

Aalborg University · 1 semester

2020 — 2023

HTX – Technical Upper Secondary Education

Viden Gymnasier

Mathematics A, Biology B · Study project: Mathematics & Technology

opinion

cinema finance infra

The task here is simple: to reduce work, it's a simple investment. The choice of picking the correct bottleneck is as important as the tool itself, as this gives it use. If it's never used, it never creates value. The same goes for uptime, it's important that stability is almost perfect, as downtime undermines the utility of having the tool. Remember that making and using a tool also creates debt for future maintenance of the tool.
To adhere to this, I often choose Golang or Python as they are cheap to maintain. Golang has good stability because it is easy to code and compile checks give early error detection. A word of caution on AI generated tools: while they are cheap to make, the maintenance debt grows exponentially, as the code is often poorly understood by the team and difficult to reason about over time.

Portfolio Engine

A lightweight portfolio and financial data backend written in Go. Tracks companies, currencies, revenue reports, and trades across configurable time periods — replacing spreadsheets with a proper database, REST API, and interactive shell.

Roadmap

Price update endpoint
Multi-currency conversion
Frontend dashboard
Shares outstanding history database table
Earnings per share (EPS) based on shares owned
First-In, First-Out (FIFO) realized gains
Dividends earned and related taxes
Total tax obligations

Git repo

Accounting Management

A lightweight, SQL-backed, web-based CLI system designed to track assets and liabilities. The goal is to provide a simple, fast, and scalable financial tracking tool that can grow from personal use to more advanced scenarios.

Story vs Fundamental value

The truth I keep coming back to is simple: find value grounded in the fundamental numbers of a company.
My approach is rooted in fundamental analysis using SEC filings (10-K, 10-Q), earnings reports, profitability, liquidity, risk factors, and long-term business sustainability. In low-transparency situations I rely on structured cross-validation across sources.
A pattern I keep seeing is CEOs speaking just close enough to reality to generate a short-term price boost, then moving the goalposts when reality catches up. What companies state in filings and what they communicate to retail or even professional investors can be two very different stories. Guidance only needs to reach far enough into the future to say almost anything.

Current stock analysis

MSTR: Strategy (Sell)

The company only owns btc by issuing debt and preferred stock offering.
The company is a ponzi scheme at its best.

Read file

Novo.B/NVO: Novo Nordisk A/S (buy)

The product sales of wieght loss drugs are highclass, pipeline is undervalued.
Pipeline and wegovy pil is not reconsiced correctly as high focus on expireation of current sold product. high pisimistic view of pipeline.

Read file

Movie/Show Top list

Top 5 Movies

Blade Runner 2049

A Cure of Wellness

The Matrix

Dracula: A Love Tale

Girl with a Dragon Tattoo

Top 5 Shows

Foundation

Chernobyl

Breaking Bad

Avatar: The Last Airbender

Adolescence

Lunix rice

I love my custom Linux setup. I use Hyprland, which automatically arranges app windows on my screen so everything stays organized without dragging things around. I also use Quickshell, which lets me customize menus, shortcuts, and system controls to work exactly how I want. My system is based on Arch Linux or Manjaro Linux, which are versions of Linux that give you more control and customization than a typical computer setup. The result is a clean, fast, and super efficient desktop that’s hard to go back from. Git repo

programing

Programming can be a task, but for me it's a source of joy. This is something I do as a hobby, and I don't use AI much. It's about having fun and making a fool of yourself. It's not about how good it is, in this case, I'd rather just listen to music and drink a cup of tea. I enjoy the struggle to debug, the beauty in understanding why a bug is there to begin with.

The text editor I use most is VS Code, but I love the Neovim setup as it enables me to code on a low-level system without a desktop environment being necessary. I do most of my coding on my own desktop, synced with Git to other systems, like the server that hosts this website, which I have built myself. The creation of this website is more of a fun dumb activity for me... go click on one of the movie posters and see.