Prince Soni

passionate software engineer
PrivateLM -

[Prince Soni @PrinceSoni_dev]

Experimenting on YouTube mt channel used to get around 1k views dropped an ai generated 10sec video views came 70 :)

[Prince Soni @PrinceSoni_dev]

@victormustar @huggingface Do you think MTP will meaningfully improve thermally constrained devices like Android phones, or is memory bandwidth still the main bottleneck?

[Prince Soni @PrinceSoni_dev]

@alexabelonix thanks, you can check the repo in my profile

[Prince Soni @PrinceSoni_dev]

Been experimenting with local LLM inference on Android lately
Honestly one of the most interesting parts has been learning how hard mobile inference tuning actually is.
Surprisingly, CPU-only TinyLlama sometimes outperformed Vulkan hybrid inference on my device.
#gemma4 #llama

[Prince Soni @PrinceSoni_dev]

@vitaliidodonov MRR

[Prince Soni @PrinceSoni_dev]

@LoopandPixels layout 1

[Prince Soni @PrinceSoni_dev]

@suni_code hi

[Prince Soni @PrinceSoni_dev]

@NehraWorkss hi

[Prince Soni @PrinceSoni_dev]

@insanekrishnaa interested

[Prince Soni @PrinceSoni_dev]

Spent the last few days exploring on-device LLM inference on Android using Flutter + FFI + llama.cpp.

Interesting challenges
native runtime integration
memory management
token streaming
threading
sampling strategies
Android storage/runtime constraints

[Prince Soni @PrinceSoni_dev]

The 2026 Stanford AI Index just dropped. AI models went from 8.8% to 50%+ on PhD-level questions in a single year. This is the best time in history to be building with AI. We are so early.

#stanford #ai

[Prince Soni @PrinceSoni_dev]

Anthropic built an AI so powerful they refused to release it. Claude Mythos: 94.6% on GPQA Diamond, found thousands of zero-days on its own. Too dangerous for the public. We are NOT in normal times anymore. What does that tell you about where this is heading?

[Prince Soni @PrinceSoni_dev]

@yashmp2004 @X lets connect

[Prince Soni @PrinceSoni_dev]

@TechwNishant lets connect

[Prince Soni @PrinceSoni_dev]

@FilmoriCom check my work at https://t.co/8GpGKmUpFc

[Prince Soni @PrinceSoni_dev]

https://t.co/IImVGCsMcZ
learn while playing in the sql playground

@ezSnippet #sqlfun

[Prince Soni @PrinceSoni_dev]

Happy Birthday @ImRo45 🎊✨️

[Prince Soni @PrinceSoni_dev]

dedicated to staying consistent to level-up my DSA knowledge and skills , implementing structured learning strategies and engaging with resources to continuously improve my problem solving skills. #DSA #ezsnippet