Secret to Success: Focus
Throughout my career and learning from other entrepreneurs, I’ve realized failure rarely comes from working hard—it happens when we focus on things that don’...
Philosophy
How to Build a Team: A Resource Optimization Perspective
When building a team, two fundamental approaches emerge: Recruiting individuals whose skills precisely match predefined tasks Aligning all team members ...
Limitations of Autoregressive LLMs
Autoregressive Language Models (LLMs) have their limitations. While they are fascinating and undoubtedly useful, they fall short in key areas that define int...
Exponential Achievement
In the era of the flood of information, we have faced and partially experienced how one can achieve a lot. I have been a big fan of Flow which tells one to f...
Seeking for Higher
Basically people seek for higher. This tendency is part of human nature. We, as human beings, forget the value of what we have. Every time we achieve somethi...
니체
내체가 내게 두고간 문구들을 아래와 같이 남긴다.
Get Rid Of Emotion
What is the emotion?
Second Thought On Productivity
Productivity for me doesn’t mean more works get done. When one can enjoy the journey, then it is truly productive.
How to control your mindset after vacation
Vacation is always sweet. You enjoy the off days and should get back to your life. Often I felt it is uncomfortable to restart my work life. It is very likel...
What makes difference in Business tip and travel
I am writing this blog in the train to Velno, Holland. It is a business trip to set up the solution in the customer’s facility. Traveling along train inside ...
Relation between Writing and Thinking
It is the age of generative AI. One of the hot issues is by far GPT series. It provides somehow general AI (of course it is still very far from the original ...
Train Brain first
Syllogism (A is B and B is C. then A is C) sounds obvious but often people don’t realize it. The book Kluge written by Gary Marcus brings up the concept of “...
How brain changes
Brain’s depth has become shallow. This happens mainly due to the way how people live. People use computers through Operating Systems such as Linux, Windows, ...
Business
Secret to Success: Focus
Throughout my career and learning from other entrepreneurs, I’ve realized failure rarely comes from working hard—it happens when we focus on things that don’...
How to Build a Team: A Resource Optimization Perspective
When building a team, two fundamental approaches emerge: Recruiting individuals whose skills precisely match predefined tasks Aligning all team members ...
Art of Hiring
I used to be a job seeker. I complained a lot why it takes so much time to find a job. I had to look for companies from platforms such as Linked, Xing and al...
Art of Hiring
Hiring is an art that goes beyond evaluating applications and conducting interviews. The process entails understanding organizational needs, company culture,...
Second Thought: Gig Economy
Let’s think of a scene working in a famous vacation spot working on a freelancing job and having a party in the evening. Quite many people around me have a f...
Is Hacking Bad System Fine?
Hacking is not the right thing. Oxford Dictionary defines hacking as the gaining of unauthorized access to data in a system or computer. As a developer, I k...
Machine Learning
Distributed Data Parallel: Scaling AI Model Training
Introduction
Knowledge Distillation: A Comparative Exploration and the Role of Soft Targets
Knowledge Distillation is a process that refines large, complex models into smaller, efficient ones without losing much of the original performance. The conc...
Conformal Prediction
The Concept of Conformal Prediction
Find out What really matters
In business, life, and friendships, we often look at what causes good and bad outcomes. When I was researching ways to make model performance better, I tried...
Programing
Data Science in Elixir
Transitioning from Python to Elixir in Data Science Data processing is often dominated by Python and libraries like pandas and spark. However, Elixir is emer...
Guide to install and run Termin bot
Simplifying the Berlin Visa Appointment Process with Automation
Python Class Method
Knowing a few fundamental Python methods help make better code.
Science
Relative Theory
Understanding Relativity: My note into the Depths of Space and Time
Understanding Strawberry Yields with Statistical Distributions
Introducing Statistical Distributions in Agriculture
Statistics 1
State Population and Murder Rates
Computer Vision
Beyond mAP: Towards Better Evaluation of Instance Segmentation
In the pursuit of advancing computer vision technologies, evaluating the performance of instance segmentation models has predominantly relied on a metric kno...
ViT vs CNN: A Technical Deep Dive for High-Resolution Vision Tasks
This isn’t just theory—it’s battle-tested. Over years of deploying vision systems for industrial-scale applications (from 4K surveillance to precision monito...
Stereo Vision
Building a DIY Depth Camera
Reading
Law of Human Nature
Let’s understand the laws of human nature. This will help me understand myself first and then others.