Rasa gets complicated easily
Rasa was the first choice due to data privacy and cost and scalability.
Read moreHow Math Empowers NLP in spaCy
Learn how vectors, probability, and matrix operations drive machine learning in spaCy.
Read moreConnecting Linear Algebra with Linguistics
Discover how eigenvectors and embeddings support language understanding.
Read moreWhat Are KPIs and Why Do we Care ?
In order to compare how things work, like faster than each other, we always have to use metrics for measurement.
Read moreHow To Spot Your Mistake In Analysis
We make mistakes along the way, thus, there should be a checklist we follow to minimize those errors as much as possible.
Read moreIn this crazy era of AI an tech stack booming, self teaching is a huge asset
It's more important now than ever to have this skill: self learning and self advising.
Read moreIf I were this company's CTO, what tech stack I have to execute today?
Since 21, I was the acting CEO of companies that I worked for. Even though some of them are with limited members, LLC. aka small businesses, I always have to think about the future of the business which leads an end-to-end map for any project.
Read moreAn insurance broker CRM
Ecommerce platform did give me some hints about more complex workflow.
Read moreSynergizing Linguistic skills
Strong writing and speaking skills allow us to clearly communicate complex ideas, inspire trust, and influence decision-making, which hints standing out as a leader, a strategist not just a doer. In a world overflowing with data and noise, those who articulate value with clarity rise much faster than ever before.
Read moreLets Nail the Interview
Inspired by Megan Liu, I turned her priceless tips for data position interviews. Jotting down these strategies for all projects would assist me in creating a framework or bible of my future work.
Read moreI never recognized my real passion to be a strategist
When I built my own startup, managed a large portfolio, and guided people through challenging times, I thought I was simply solving problems. In reality, I was practicing strategy—analyzing patterns, anticipating risks, and aligning resources for long-term success.
Read moreParents are the first teachers ever
This app is designed to help children learn Vietnamese through interactive videos, handwriting with a stylus, pronunciation practice, and playful reading and writing exercises.
Read moreWhen AI writes code, testers write confidence
Resilience is built, not hyped: testing, governance, and evidence are the bedrock.
Read moreAsian students did not have many opportunities to have on hand practice
As a milennial in Asia, we loved notebooks and pencils, not crucible thongs or keyboards. This has been changed via the years, thanks God!
Read moreGeneralist is not Jack of all Jades
If anyone ever wonders why I was hopping in and out of industries, which I double if there would be; I would say it was out of curiosity, and to live my life as I was meant for it, that's all.
Read moreWould there ever be the time then when AI bubble burst?
Too Much, Too Fast: The Risk of an AI Hype Collapse.
Read moreA Critical Cognitive Skill underpinning Effective Strategy Execution
Why Breaking Down Hard Concepts Is the Ultimate Brain Training
Read moreComputer Science and Math and AI
DSA: The Unsung Hero Behind Machine Learning Efficiency
Read moreComputer Science and Math and AI
To master Machine Learning, you need three core mathematical tools: Linear Algebra, Advanced Calculus, and Optimization Theory. Let’s explore them individually, starting with Linear Algebra
Read moreProcrastination, sounds familiar right?
How to Get Exceptionally Productive—Borderline Legendary
Read moreA strategist look at the Minutiae
As a math born, I once wondered why coding felt different. I later realized my strength lies in strategic thinking—a skill that complements coding rather than competes with it.
Read moreHow to be become an expert in anything that you do?
In childhood, we were taught to study well, in order to get a good job. Then at some point in life, we wonder: how to get good at anything we do. Then it boils down to how we focus and building muscle memory for that task.
Read moreAs a big picture thinker, I made this table to plug and play with the concepts in machine learning's foundational stuff.
Read moreLike a gardener shaping branches, an SVM trims and adjusts until the boundary is clean, balanced, and true. This page shows every cut it makes, live.
Read moreGeometric visualization
PCA’s geometric meaning: PCA finds the line that best preserves the spread of the data, and projection collapses the dataset onto that line.
Read moreIf I could give my 15-year-old self one piece of advice, It would be this: Don't chase the hype. Stay close to the things you're naturally better at than others.
Read moreThen News is to find truth
Science and Journalism: Both Start with Facts, Then Seek the Alibi.
Read moreEver wonder how fit in ML is different than what humans do
When We’re Born, We Learn Patterns and Fit—Sound Familiar? So Do Machines.
Read moreSharing knowledge on Social Media? Yes but.. only with the right mindset.
This article is what I learned about RAG when coming across online silly debating contents around it.
Read morePrior to my first startup, I barely noticed how cashflow would lead the trajectory of the businesses
This time, if I have a new start up, business intelligence analysis would be the first thing I would do.
Read moreA different look at peak and flow
Ever wonder how some people achieve our maximum potential at the very young age? Even wonder how we can heal?
Read moreStrategic Look at Geopolitics
What the hell is going on?
Read moreAstrophysics
Am I attracting the univeral energy?
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