@ssb0931

Manikanta SSB

@ssb0931Joined March 2025

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Manikanta SSB's blogs

Machine Learning Basicsssbb3.hashnode.dev3 posts

The Day I Learned That Problem Formulation Matters More Than Modelsssbb7.hashnode.dev2 posts

The AI Path I Never Chose (But Love)ssbb1.hashnode.dev1 post

How I Think & Work on Projectsssbb2.hashnode.dev1 post

A Bitter Start, Yet a Better Yearssbb5.hashnode.dev1 post

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Recently published

MSManikanta SSBssbb7.hashnode.devJun 23 · 9 min read

From Navigation to Reading: How I Built an Explainable Braille Recognition Pipeline

Research ideas rarely arrive as perfectly planned projects. At least, mine never do. Most of the time, they begin with a small observation, an unanswered question, or a problem that keeps bothering me

MSManikanta SSBssbb7.hashnode.devJun 9 · 7 min read

I Spent Weeks Fighting OCR Before Realizing I Was Solving the Wrong Problem

Heads-up: The figure captions in this article are clickable. Click on any figure caption to view the associated outputs, visualizations, and intermediate results discussed in that section. Hey guys, i

MSManikanta SSBssbb3.hashnode.devJan 10 · 3 min read

The Journey Behind My Handwriting Generation Pipeline-2

So, as a continuation of my previous blog... https://ssbb3.hashnode.dev/ssbb4 After submitting my document with its 240 FID and 50 Inception score to multiple journals, I started getting rejections—one after another, all without any comments. That'...

MSManikanta SSBssbb5.hashnode.devDec 31, 2025 · 5 min read

A Bitter Start, Yet a Better Year

I wanted to write about how my 2025 went-a year that started with confusion and disappointment, but slowly turned into something meaningful. For context, here’s my timeline: 2020–2024: B.Tech 2024–2026: M.Tech Choosing My Own Path After B.Tech I comp...

MSManikanta SSBssbb3.hashnode.devOct 19, 2025 · 5 min read

The Journey Behind My Handwriting Generation Pipeline

Warning: This post is long, messy, and built on curiosity. But it’s real this is how I built my first handwritten generation pipeline from scratch. Hey guys, it's Manikanta. I'm genuinely proud to share my recent publication on Synthetic Handwritten...

Manikanta SSB

About

Available for

Manikanta SSB's blogs

Recently published

From Navigation to Reading: How I Built an Explainable Braille Recognition Pipeline

I Spent Weeks Fighting OCR Before Realizing I Was Solving the Wrong Problem

The Journey Behind My Handwriting Generation Pipeline-2

A Bitter Start, Yet a Better Year

The Journey Behind My Handwriting Generation Pipeline

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Manikanta SSB

About

Available for

Manikanta SSB's blogs

Recently published

From Navigation to Reading: How I Built an Explainable Braille Recognition Pipeline

I Spent Weeks Fighting OCR Before Realizing I Was Solving the Wrong Problem

The Journey Behind My Handwriting Generation Pipeline-2

A Bitter Start, Yet a Better Year

The Journey Behind My Handwriting Generation Pipeline