Sharing insights, research journeys, and technical learnings from my work in AI/ML.
My journey into AI and machine learning, from initial disinterest to passion
It all began in my B.Tech. It was then that I wanted to pursue my specialization in IoT, an interesting topic that I wanted to master, but the world had some other way around things that made me choose AI&IPA...
My methodology for structuring and executing machine learning projects
Whenever I come up with an idea or receive a request for a project, I begin by mapping out the entire process defining the input, output, and overall workflow...
Complete story of building an evolutionary-adversarial handwriting synthesis system
This whole idea was born from a universal student dream: escaping the drudgery of writing hectic assignments. I was traveling home on the university bus one day when a friend complained...
The story of paper rejections, revisions, and eventual success
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...
Fundamental concepts and models in machine learning
Explaining how models like YOLO work and the principles of transfer learning...
Continuing the journey of handwriting generation research
The second part of my handwriting generation pipeline story with improvements and results...
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