The Blind Spot Horizon: Why Your AI Benchmarks Are Lying to You
"If you measure the wrong thing, you optimize for the wrong thing. And when dealing with frontier, multimodal models, the wrong thing might just break your entire system without …
The Hidden Performance Trap in Causal Ring Attention
This post is a walkthrough of ring-flash-jax , a small JAX project that explores this problem and implements the fix. We'll add the four things you actually need before Ring …
Unboxing Gemma: High-Throughput Sparse Autoencoder (SAE) Training on Google Cloud TPU v5e
A blog post about unboxing gemma: high-throughput sparse autoencoder (sae) training on google cloud tpu v5e
The Gemma 4 E2B Fine-Tuning Cookbook
A complete, opinionated recipe for adapting Gemma 4 E2B to your domain — from multimodal dataset construction and QLoRA configuration through training loop debugging, evaluation, …
Building a Multimodal Document Intelligence Pipeline with Gemma 4 E2B
A production-grade walkthrough — PDF ingestion, OCR, audio transcription, structured reasoning, and agentic tool calling — all on a 2.3B parameter model that fits on a single …
Write Once, Scale Everywhere
End-to-End Gemma 2B LoRA Fine-Tuning and Serving on GPU & TPU If you have ever prototyped a Large Language Model LLM on your local GPU and then s......
Visualizing the Invisible: How Nano Banana 2 Turns Dense Science into Stunning Art
Disclaimer: As a Google Developer Expert (GDE), I was incredibly fortunate to be invited by Google DeepMind to test these models internally before their public release. The …
Fine-Tuning at the Redline: Architecting a Trustable AI Racing Coach
" AI in a Jupyter notebook is safe. AI on a race track—at 150 mph—is a different story." - Ajeet Mirwani
A Split‑Brain Neuro‑Symbolic Training Method for High‑Velocity Autonomous Coaching from Telemetry
A blog post about a split‑brain neuro‑symbolic training method for high‑velocity autonomous coaching from telemetry
The Context Trap: Why Scaling Laws Can’t Break the Ceiling of Uncertainty
We are currently living through the “ Post-Reasoning ” phase of the AI hype cycle. By now, models like Gemini 2.0 and the latest iterations of Gemini have normalized the idea that …
🎤 SpeakWise: Build an AI Public Speaking Coach with Gemma 3n
Project by: Rabimba Showcase for: Google Developer Expert (GDE) AI Sprint
My Google I/O 2024 Adventure: A GDE's Front-Row Seat to the Gemini Era
Hey tech enthusiasts! Rabimba Karanjai here, your friendly neighborhood Google Developer Expert (GDE), back from an exhilarating whirlwind tour of Google I/O 2024. Let me tell you, …
MovieBuff: Dive Deeper into Movies with Generative AI
MovieBuff: Dive Deeper into Movies Before You Watch MovieBuff: Dive Deeper into Movies Before You Watch Have you ever spent two hours watching a movie only to be disappointed? …
Immersive Payment: Second Update
This is the second update to the Immersive Payment project update under the Grant For Web Fellowship. You can read the last report here: …
Immersive Payment: First Update
It has been more than 6 months now that I have had the Immersive Payments, Spark Grant. Since then I have worked on realizing the scope of the project and finally, I am here to …
Attack of the Clones (Part 1): Drishti and vMeet
Background : India recently banned certain Chinese Apps from being used and also with that launched a campaign of being vocal for local . Essentially promoting industries and app …
Handling Web Server file permission: The Last Guide
If you have to work with a LAMP stack one of the first things you do is setting up permission for your user and web server so that you can deploy files correctly and securely and …
Help finding a cure for COVID19: Set up Folding@Home
COVID-19 has been already assigned as a pandemic worldwide now. It is now a global problem affecting all of our day to day lives. Almost all the methods of combating the virus at …
Visualizing large scale Uber Movement Data
New York's cab data visualization from Uber's Engineering blog Last month one of my acquaintances in LinkedIn pointed me to a very interesting dataset. Uber's Movement Dataset. It …