Sarvadnya

Amateur Researcher

[Sarvadnya @SarvadnyaSB]

@Riazi_Cafe_en It’s still 3 yrs old…missing out on developments in VLMs

[Sarvadnya @SarvadnyaSB]

Trying to read 1 research paper a day andh something surprising came across!The old humble RAG just beat complex AI memory systems.

Mem0, MemOS, EverMemOS, MemMachine & others.

Paper: https://t.co/cEKgxxdm9U

[Sarvadnya @SarvadnyaSB]

Been using Databricks Genie for a few days and I’m not a data engineer…still can make crazzy dashboards n data tables!

[Sarvadnya @SarvadnyaSB]

@Mr_Buzzoni Atp what should i being a 2027 CS grad doooo?😭

[Sarvadnya @SarvadnyaSB]

Next up: reproducing the paper's experiments.

I want to understand the methodology properly, implement the projection head the paper talks about.

[Sarvadnya @SarvadnyaSB]

Recently, I got interested in fine-grained image retrieval for industrial spare parts...identifying the exact component from a photograph.

I came across a CVPRW 2026 paper on this problem, read through it, and decided to explore some of the ideas in my own experiments.

[Sarvadnya @SarvadnyaSB]

A few interesting observations from my experiments:

→ DINOv3 showed promising improvements over DINOv2, especially under rotation and blur.

→ Patch reranking improved retrieval in my setup.

→ Bigger models weren't consistently better across every condition.

[Sarvadnya @SarvadnyaSB]

@ISKCONPune at 4:30 AM on Janmashtami
(Last yr it was prolly half of this)

[Sarvadnya @SarvadnyaSB]

Really great resource by @PoloDataClub for learning transformers visually

https://t.co/yIoVbbMNYK

[Sarvadnya @SarvadnyaSB]

I’m gonna tweet about my findings and studies from now on.