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⌂ about work connect

Sharan

AI / ML student

Agents should
feel honest

Bengaluru · IST

Sketch of Sharan at a laptop among plants
a few things I actually believe

a few things I actually believe

01Agents should do real work on real hardware — not just chat in a browser tab.
02Put the LLM behind validation. Never trust a model blindly.
03The fastest way to learn a codebase is to fix it.

01About

I'm Sharan S, a B.Tech AI/ML student at Amity University Bengaluru, graduating in May 2027, and Technical Lead at Quickoo. I care most about agents that do real work on real hardware: an Android agent powered by Gemma that taps through actual apps, and a Bluetooth mesh that keeps phones talking with no internet.

On the backend I build with Python and FastAPI and design deterministic pipelines that put an LLM behind validation instead of trusting it blindly. I learn codebases by fixing them: 27 of my pull requests have been merged into 14 open-source projects, including NVIDIA Megatron-LM and moto.

27Merged upstream PRs
14Projects contributed to
30+Original repos

02Projects

03Open source

Merged pull requests to projects I don't own. See all 27 on GitHub ↗

04What I work with

Agents & AILLM agents · MCP · Gemma on-device · PyTorch · TensorRT · ONNX
AndroidKotlin · Java · Jetpack Compose · Bluetooth LE & RFCOMM · Accessibility services
BackendPython · FastAPI · gRPC · Docker · Polars · Firebase
Web & appsTypeScript · React · Flutter / Dart · Three.js

05Let's talk

I'm looking for a remote Backend or Agentic AI internship. If you're building agents, Android tooling, or backend systems, I'd love to hear from you.

sharan071718@gmail.com

Drawn and built by Sharan S · one notebook, three modes

DevilOS DevilOS
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CPU12%
RAM8.4G
Wed Aug 26 9:18 PM
Devil1716
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Mesh RelayActive
Zen ModeOff
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COSMIC CONDITIONS

Aurora Shockwave

-270°

DEVILOS HYBRID TELEMETRY

Ryzen 9 / M3 Max Hybrid12% Load
Unified RAM (Linux Cache)8.4 GB / 36 GB
9:18
Wednesday, August 26
Devil1716
Sharan S (@Devil1716)