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Visualizing bias in datasets and models.
  • Dr. Ingrid Falk-Weller
  • June 3, 2026
  • (0)
  • Research Practice

The Dataset Encodes Whoever Collected It

I spent three months in my late twenties debugging a distributed scheduler, only to realize the entire system was failing because of a single, overlooked edge case in the timestamp logic. It wasn’t a grand mathematical error; it was just…

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Developers discussing pair programming tradeoffs.
  • Dr. Ingrid Falk-Weller
  • June 2, 2026
  • (0)
  • Software Engineering

Two People, One Keyboard, and Half the Rework

I spent three years in academia watching people write exhaustive, theoretical papers on developer productivity, only to see those same “best practices” fall apart the moment they hit a real-world production environment. One of the most persistent delusions I see…

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Code review that helps improve design.
  • Dr. Ingrid Falk-Weller
  • May 30, 2026
  • (0)
  • Software Engineering

Review the Design First, the Semicolons Never

I remember sitting in a windowless lab three years ago, staring at a pull request that was essentially a wall of text, waiting for a senior engineer to tell me if my logic was sound. Instead, I spent forty minutes…

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Comparing buffered versus direct io workloads.
  • Dr. Ingrid Falk-Weller
  • May 28, 2026
  • (0)
  • Systems

Bypassing the Cache Helps Exactly One Kind of Workload

I remember sitting in a windowless server room during my first year in industry, watching a distributed storage prototype crawl at a snail’s pace while the senior engineers insisted we just “tune the kernel parameters.” We were chasing ghosts in…

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Reidentified data risks privacy in datasets.
  • Dr. Ingrid Falk-Weller
  • May 28, 2026
  • (0)
  • Research Practice

Anonymised Data Has Been Reidentified More Than Once

I spent three years in academia watching brilliant PhD students build increasingly complex mathematical models to “guarantee” privacy, only to watch those same models crumble the moment they touched a real-world distributed system. There is this pervasive, almost religious belief…

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Understanding why quicksort degrades with bad pivots.
  • Dr. Ingrid Falk-Weller
  • May 27, 2026
  • (0)
  • Algorithms

A Bad Pivot Turns Quicksort Into Bubble Sort

I spent three years in academia watching brilliant students get tripped up by the same textbook abstraction: the idea that Quicksort is a “magical” $O(n log n)$ engine that just works. In my early days in industry research, I saw…

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Diagram explaining clustering with k means.
  • Dr. Ingrid Falk-Weller
  • May 27, 2026
  • (0)
  • Machine Learning

K Means Needs You to Know K Before You Start

I remember sitting in a windowless lab during my postdoc, staring at a convergence plot that refused to settle, feeling that specific, dull ache of realizing the textbook explanation was essentially a lie. We are often taught that clustering with…

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Obtaining informed consent in user studies.
  • Dr. Ingrid Falk-Weller
  • May 23, 2026
  • (0)
  • Research Practice

Participants Must Understand What They Are Agreeing to

I remember sitting in a windowless lab during my first year as a research engineer, watching a junior designer hand a participant a twelve-page legal document and ask them to sign it before the session even began. We called it…

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Technical debt as a decision vs rot.
  • Dr. Ingrid Falk-Weller
  • May 22, 2026
  • (0)
  • Software Engineering

Debt Taken Knowingly Is Strategy, Taken Blindly Is Rot

I remember sitting in a windowless server room five years ago, listening to the rhythmic, mechanical click of a cooling fan that sounded suspiciously like a death rattle. We were staring at a codebase that had become a labyrinth of…

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Using memory mapped files for file reading.
  • Dr. Ingrid Falk-Weller
  • May 21, 2026
  • (0)
  • Systems

Reading a File by Pretending It Is Memory

I remember sitting in a windowless server room during my first industry research role, staring at a profiler that showed our data ingestion pipeline was spending half its life just copying bytes from kernel space to user space. It was…

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