Deepak Kambala

NeurIPS Ed Track | IEEE Access Reviewer | Data Scientist | ML Engineer

[Deepak Kambala @DeepakKambala]

@nerdymad_ Thank uh :)

[Deepak Kambala @DeepakKambala]

Built Drago, an evolving dragon for your GitHub profile!

13 evolution stages

Earns XP from commits, PRs & contributions

Animated with 6 visual themes

Updates every 15 mins via GitHub Actions

Try it: https://t.co/HviC8NXTR1

Leave a ⭐ if you like it!

[Deepak Kambala @DeepakKambala]

#OpenSource #profileReadme #GitHubUniverse #Dragon

[Deepak Kambala @DeepakKambala]

@Harshit_io777 ig next helium -- argon(18)/3 = carbon(6) so carbon(6)/3 = Helium(2) 😅

[Deepak Kambala @DeepakKambala]

@Kohled_Eyes_ @grok India would send for free :)

[Deepak Kambala @DeepakKambala]

A few small fixes and edge-case improvements from my side are now part of REA Agents 6.8.0.

Nice to see them make it into a release :)

https://t.co/AVVVbVmr8K

[Deepak Kambala @DeepakKambala]

https://t.co/z4jxvCARLt

[Deepak Kambala @DeepakKambala]

lol 😂

[Deepak Kambala @DeepakKambala]

@D_MIGHTY_ATOM yeah, that's a good point... definitely worth adding an eval step before the reviewer posts its findings

[Deepak Kambala @DeepakKambala]

Came across Switch (@sandboxquantum) while exploring GitHub.

Started digging into the code, made a few contributions, and got an idea for something to build with it.

That eventually became LabRelay, a multi-agent research bot on Telegram.

Here's what I built 👇

[Deepak Kambala @DeepakKambala]

@hmcls_ yeaa

[Deepak Kambala @DeepakKambala]

@nerdymad_ :)

[Deepak Kambala @DeepakKambala]

@yoursnandieni Wtf lol 😭

[Deepak Kambala @DeepakKambala]

@priyanshujiiii Congratulations!

[Deepak Kambala @DeepakKambala]

@billyfscd haha, well put. thanks Billy!

[Deepak Kambala @DeepakKambala]

@sharwowwow Thanks! Glad you found it interesting :)

[Deepak Kambala @DeepakKambala]

I also wrote a blog covering how I built LabRelay, how Switch works internally, and how to set up your own multi-agent room.

Blog: https://t.co/xxhlGK9R21

GitHub: https://t.co/GU9btVQliW

Would love to hear what you think!

#HowISwitch

[Deepak Kambala @DeepakKambala]

LabRelay has 4 agents:

Research Scout finds papers.

Skeptic challenges assumptions.

Experimenter writes and runs Python experiments.

Reviewer evaluates the findings and generates a research report.

All four collaborate through @mentions using Switch.

[Deepak Kambala @DeepakKambala]

my approach to cognee's binary file ingestion issue (#6392) was carried forward in pr #6404, with the author crediting my earlier work.

not my pr, but nice to see my idea and implementation make it through :)