The Blog: Establishing Authority

No generic tutorials. This is where I break down real engineering tradeoffs, the hardest bugs I have fixed, and the methods that worked in production and competitive programming.

What You Will Find Here

Project deep dives and post-mortems from products like MedCare and ResumePard.

Learning-in-public notes from my journey toward solving 500+ coding problems.

Open source lessons from contributing as a student developer.

Practical tutorials on AI systems and data visualization workflows.

My Writing Lens

I focus on why a decision was made and how it shaped the result.

Every post includes architecture choices, mistakes, and what I would improve next.

These are field notes for developers who want practical depth, not theory-only content.

project-deep-dive
2026-04-20

MedCare Post-Mortem: The Hardest Bug I Fixed

A breakdown of the most difficult bug in MedCare, why it happened, and how I redesigned the flow to prevent it.

Samarjit Thakuria
project-deep-dive
2026-04-19

ResumePard Architecture Notes: Why FastAPI Over Express

The practical tradeoffs I made while choosing FastAPI for ResumePard, and where Express would still be a better fit.

Samarjit Thakuria
learning-in-public
2026-04-18

Learning in Public: My Road to 500+ Problem Solves

A practical system for improving in competitive programming without burning out.

Samarjit Thakuria
open-source
2026-04-17

Open Source Insights: Contributing to Plone as a Student

What surprised me most while contributing to a large open source ecosystem, and how new contributors can reduce fear.

Samarjit Thakuria
tutorial
2026-04-16

How to Build an AI-Powered Recruitment Tool from Scratch

A blueprint for building candidate ranking workflows with responsible AI and reliable APIs.

Samarjit Thakuria
tutorial
2026-04-15

Visualizing Network Intrusions with Python

A tutorial approach to turn intrusion detection signals into understandable visual stories.

Samarjit Thakuria
milestone
2024-05-27

Achieving Milestone: Adding Blogs Section

A humorous take on the monumental task of adding a blog section to my portfolio.

Samarjit Thkauria