Munish Chauhan

🚀 Building products that make an impact
📚 Learning, leading, and growing every day
AI • Software • Entrepreneurship

[vymra @vymra_org]

From first-year students to building VYMRA!
Two students. One startup. Big dreams.
From ideas to seed funding, we're sharing the real journey — wins, failures & everything in between
This is just the beginning.
#StartupJourney #StudentEntrepreneurs #VYMRA
https://t.co/c4mAxq5H4O

[vymra @vymra_org]

What if? We build it.
Welcome to VYMRA — where ideas turn real.
This is just the beginning. ⚡

youtube video link: https://t.co/A9ADdunmSH
Founders: @_MunishChauhan @rajputyatharth0
#vymra #chandigarhuniversityup #cuup #startupfromindia

[Munish Chauhan @_MunishChauhan]

Built a Research Paper Analyzer using RAG, AI Agents, and the Gemini API

It can summarize papers, answer question from uploaded documents, retrieve relevant sections, and generate context-aware responses with reduced hallucinations.
build for @vymra_org
#RAG #AIAgents #vymra

[Munish Chauhan @_MunishChauhan]

@vymra_org @CUUttarPradesh @rajputyatharth0 Proud to be building CLF at @vymra_org 🚀
Making indoor navigation smarter, simpler, and more connected.

[vymra @vymra_org]

Introducing CLF ( ConneXity Location Finder)
by @vymra_org 🚀

CLF helps people navigate indoor spaces where GPS falls short.

With pre-seed support from @CUUttarPradesh , CLF is building the future of smarter indoor navigation

This is just the beginning

#vymra #CLF #startup

[Munish Chauhan @_MunishChauhan]

🚀 Learning ML fundamentals with the Iris Dataset :
• Python
• Machine Learning Fundamentals
• Scikit-Learn
• Data Visualization
learning for algorithms such as Linear , Logistic Regression, Decision Tree.

contributing @vymra_org
#MachineLearning #Python #ScikitLearn

[Munish Chauhan @_MunishChauhan]

today I Learned the Machine Learning topics
• Linear Regression
• Cost Function
• Gradient Descent
• Normal Equation
• Mutli regression
Every advanced AI starts with understanding these fundamental
every step contribute @vymra_org
#MachineLearning #LinearRegression #AIAgent

[Munish Chauhan @_MunishChauhan]

Today I Built the Nearest Centroid Classifier (NCC).

A simple algorithm, but a great way to understand vectors, distance metrics, and the foundations behind embeddings, RAG, and semantic search.

Building and learning at @vymra_org .

#MachineLearning #AI #AIEngineering #Vymra