Yajat Makhija

Founder, Notrix

Currently building Notrix

I'm building Notrix and working on AI memory, retrieval, and agent systems.

01~/about

> whoami

Founder of Notrix. B.Tech CSE (AI & ML) at MAIT, Delhi.
Previously AI Automation Engineer Intern at NeuriqAI.

> cat now.md

buildingNotrix
researchingPhysics in V-JEPA world models
planningA benchmark for agent memory

02~/experience

Founder

Present

Notrix

AI Automation Engineer Intern

Apr 2026 – Jun 2026

NeuriqAI · Remote

Deployed 2+ production-ready software solutions for U.S.-based clients.
Handled client communication, requirements gathering, and negotiations.
Built and deployed an AI voice agent for a U.S. healthcare clinic.

B.Tech, Computer Science (AI & ML)

Maharaja Agrasen Institute of Technology, Delhi

03~/research

How Far Does Generalized Symmetry Alignment Reach? Reproducing and Extending Linear Mode Connectivity for Transformers

Tasmayu Swain, Yajat Makhija, Krishna Mudgal, Krish Malik · 2026

Reproduced Generalized Linear Mode Connectivity experiments on Vision Transformers and GPT-2.
Extended them across out-of-domain datasets, model depths, regularized weight matching, and adversarial endpoints.

Physics in V-JEPA World Models

In progress

Agent Memory Benchmark

Planned

04~/stack

PythonFastAPISupabasen8nAWSSlack APITwilioVapiDeepgram

05~/activity

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06~/contact

Team losing answers in Slack?
Let's talk.

Want to try Notrix, or talk retrieval, agent memory, or research? Email is the fastest way to reach me.

yajatmakhija16@gmail.com ↗