S Anuj Srijan

[S Anuj Srijan @anuj_srijan]

@Angry_Staffer I mean, I’m gonna die anyway, so I might as well see a robot uprising in the meantime.

[S Anuj Srijan @anuj_srijan]

@meridian__ai @adithyaharish21 @akarsh__hegde Damn gud to see you guys grow so much met u guys in a cafe as genuine builders and today ur success inspires me

[S Anuj Srijan @anuj_srijan]

@HRRonald001 interested

[S Anuj Srijan @anuj_srijan]

@abhayyy_0103 👋hi bro

[S Anuj Srijan @anuj_srijan]

@nobelxenon @rivuchakraborty @SarvamAI Don't businesses and devs also use chatgpt and claude

[Meridian @meridian__ai]

We just launched Meridian on Product Hunt 🚀

It's an automatic worklog that makes sure your work never goes unnoticed. An everyday tool that remembers what you did, so you don't have to.

Support us on Product Hunt: https://t.co/WM8RGo7pVn

[S Anuj Srijan @anuj_srijan]

Finished #385 out of 1,983 in HackerRank Orchestrate 🚀

Built and deployed an AI agent and learned a lot about agentic systems along the way. On to building bigger things.

@hackerrank #Orchestrate #AI #AIAgents #Hackathon

[S Anuj Srijan @anuj_srijan]

I don't want to build a better chatbot. I want to build a world model for finance. LLMs read the web, GNNs turn companies into embeddings, and the model predicts how they'll evolve. Inspired by Yann LeCun. #SarvamBuildInHours #AI #WorldModels

[S Anuj Srijan @anuj_srijan]

World models for chemistry?
Maybe Yann LeCun was onto something when he argued that LLMs alone aren't enough to understand the world.Maybe that's exactly what chemistry needs. https://t.co/d2PKr9Q9p3
#AI #Chemistry #SelfSupervisedLearning #JEPA #WorldModels #GraphNeuralNetworks

[S Anuj Srijan @anuj_srijan]

Building an AI trading agent using a jepa model that learns from every trade.

MCP gives it tools. RAG + vector memory help it learn from past decisions.

Observe → Trade → Learn → Repeat.

@Paytm @SarvamAI @HackCulture #BuildForIndia

[S Anuj Srijan @anuj_srijan]

I ranked #385 in the Orchestrate! 🏆

what is your rank let me know

Check out the leaderboard: https://t.co/XF45Bb2qRu

[S Anuj Srijan @anuj_srijan]

if ml engineers build models that write frontends are they the new front end engineers

[S Anuj Srijan @anuj_srijan]

I don't want to build a better chatbot. I want to build a world model for finance. LLMs read the web, GNNs turn companies into embeddings, and the model predicts how they'll evolve. Inspired by Yann LeCun. #SarvamBuildInHours #AI #WorldModels

[S Anuj Srijan @anuj_srijan]

World models for chemistry?
Maybe Yann LeCun was onto something when he argued that LLMs alone aren't enough to understand the world.Maybe that's exactly what chemistry needs. https://t.co/d2PKr9Q9p3
#AI #Chemistry #SelfSupervisedLearning #JEPA #WorldModels #GraphNeuralNetworks

[S Anuj Srijan @anuj_srijan]

i just got my first sucessfull lap through mpc
memmap-shared mem
rust - interprocess control
python - ekf slam and mpc

this is a huge step for me

#AutonomousDriving
#SelfDriving
#Robotics
#FormulaStudent
#FormulaStudentDriverless
#RustLang
#Python
#MPC
#EKF
#SLAM

[S Anuj Srijan @anuj_srijan]

@odysseyml How tf did I end up here 😭

VLMs ➜ Physical Intelligence ➜ Yann LeCun ➜ JEPA ➜ World Models ➜ Odyssey.

I was just trying to learn one thing.

Now I'm watching AI interactive worlds and my brain is melting.

Every rabbit hole in AI somehow leads to an even bigger hole.💀💀

[S Anuj Srijan @anuj_srijan]

Inspired by Bayesian thinking (Roger Labbe's Kalman filter notebooks), I'm exploring GraphSAGE to learn which cone detections are valid instead of simply discarding noisy ones. Also looking at using large orange cones as landmarks for loop closure.

[S Anuj Srijan @anuj_srijan]

Next milestone: MPC is running, but SLAM maps are still noisy.

#SLAM #Robotics #GraphSAGE #MPC #MachineLearning

[S Anuj Srijan @anuj_srijan]

SLAM stack for Formula Bharat Driverless car.

Replacing TCP with shared memory (mmap) for IPC drastically reduced latency and improved system responsiveness.
A good reminder that architecture often matters more than algorithmic optimizations.
#SLAM #EmbeddedSystems #Linux #Rust