Blogs
genAI
LLM
backend
python
Yaplabs.ai
A genAI solution to language tutoring. Enabling language learners to be able to practice their language with an AI enabled real-time tutor.
2025-02-12 | 10 min read
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ML
Gradient Descent intuition
My own interpretation of gradient descent and how it works. Why do we minus the gradient?
2024-10-12 | 10 min read
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ML
deep learning
regularization
L2 Regularization (Weight Decay)
A brief introduction to regularization and weight decay. Specifically L2 regularization and how it helps with model training
2024-09-12 | 10 min read
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backend
python
Uvicorn, Gunicorn and FastAPI
Investigative work I did for a fastAPI project that I am currently working on
2025-02-13 | 10 min read
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engineering
Book
Design Patterns
Head First Design Patterns
Notes on reading Head First Design Patterns in an attempt to learn design patterns and to improve my coding skills.
2025-01-24 | 30 min read
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engineering
System Design
Google File System Paper Notes
These are some notes that I took while reading the Google File System paper
2025-01-09 | 10 min read
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Book
Data Engineering
Fundamentals of Data Engineering
A recap of of notes I have taken on this book. This is subjected to change as I am still reading the book
2025-01-06 | 10 min read
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life
2024 Recap of my SWE Career
A brief summary of what I have learnt in 2024 as a software engineer.
2025-01-06 | 10 min read
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engineering
web-dev
How I built this website
A detailed overview of the technologies and process used to build my personal website.
2025-01-05 | 5 min read
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