Vishal
bbloggsbott.bsky.social
Vishal
@bbloggsbott.bsky.social
At Freshworks, we’re using Model Context Protocol (MCP) to break data silos and let AI agents fetch context securely. It’s about bringing data to the people, minus the toil.

Read: vishalramesh.com/posts/2026/0...

#Engineering #AI #MCP #Data #Freshworks #TechInnovation #MachineLearning #ML
February 14, 2026 at 10:57 AM
Bored. Joined a Jam. Built a game. Check it out
bbloggsbott.itch.io/santas-globa...

#itch #game #indiegame #indie #gamejam @itch.io
Santa's Global Gift Golf by BBloggsbott
The year was tough and the world has gone dark. Deliver gifts to light up people's hearts
bbloggsbott.itch.io
December 27, 2025 at 5:02 PM
Just published my deep dive into the T5 paper

T5's big insight? Treat EVERY NLP task as text-to-text:
- Translation
- Classification
- Even regression

vishalramesh.com/read-a-paper...
#MachineLearning #NLP #AI #TransferLearning
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer (T5)
Dive deep into the ‘Attention Is All You Need’ paper. This detailed guide deconstructs the Transformer architecture, explaining Self-Attention, Multi-Head Attention, and how it replaced RNNs in NLP.
vishalramesh.com
December 27, 2025 at 4:13 PM
Reposted by Vishal
I got an e-reader for Christmas and I'm kind of obsessed. Its like staring at my phone, which is my favorite hobby. Instead of doomscrolling, though, I'm reading a book!!!
December 26, 2025 at 1:39 PM
My latest post covers the original GPT-2 paper. From solving the "junk text" problem with WebText to proving that model capacity is the key to zero-shot performance—here is the breakdown of how we got here.

Check it out: bbloggsbott.github.io/read-a-paper...

#DataScience #AIResearch #ML #AI
GPT-2 - Language Models are Unsupervised Multitask Learners
bbloggsbott.github.io
November 22, 2025 at 6:57 PM
Time for a refresher on some foundational ML papers. I'm starting a new blog series to read and break them down. Few posts are live, with another one coming this week.

What's a paper you think everyone in ML should read?
#ML #AI #DataScience #ComputerScience

bbloggsbott.github.io/read-a-paper/
Read a Paper
Vishal Ramesh’s Professional portfolio
bbloggsbott.github.io
November 16, 2025 at 4:12 PM