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Our Large Language Model (LLM)
named Astra LLM

Model is designed to be multilingual, culturally aware, and optimized for India-specific use cases. It will serve industries including education, healthcare, finance, and governance, enhancing accessibility to AI-driven solutions for all.

Empowering India with a Self-Reliant AI Ecosystem

We developed the Astra LLM Model for efficient, low-resource AI, reducing power and costs for greater accessibility.

100% Indigenous

Zero Imports | Powered by Green Energy, building a sustainable future for AI in India

Data Sovereignty

AI Built for All, Secured in India - ensuring complete control over our technological destiny

Indian AI Leadership

AI That Empowers, AI That Belongs to India - fostering innovation and growth

Decentralized Development

Reducing Dependence on Foreign Technology through collaborative indigenous innovation

India's AI Challenge

India stands at a crucial point in the global AI race. Unlike the U.S. and China with robust AI ecosystems, India faces significant challenges:

Computational Limitations

India has only 18,000–19,000 GPUs, compared to AI leaders using millions.

Critical infrastructure gap affecting AI development capacity

Data Deficiency

India lacks structured, AI-ready datasets required for LLMs.

Limited high-quality training data for AI models

Foreign Dependence

95% of India's AI solutions rely on foreign cloud services.

Significant security and sovereignty concerns

High Energy Costs

AI training requires massive computational power.

Need for sustainable AI infrastructure

Proposed Solution: AI Self-Reliance Through Compute
& Data Infrastructure

Our Approach to Overcome India's AI Limitations

Leverage India's Supercomputing Resources (PARAM, AI4Bharat) for AI training.

Build India's First National AI Data Repository for foundational model training.

Develop Indigenous AI Models for governance, finance, healthcare, and national security.

Scale AI Infrastructure with Renewable Energy-Powered HPC Clusters.

The Global AI Landscape
& India's Position

AI is redefining global economies. While the U.S. leads with 43 foundation models and China with 19, India has none. Without strategic intervention, India risks:

Global AI Landscape
 Technological Dependence on foreign AI models.

Technological Dependence on foreign AI models.

India's heavy reliance on foreign AI models limits innovation, threatens data security, and hinders technological self-reliance

 Data Privacy & Security Threats with sensitive data processed abroad.

Data Privacy & Security Threats with sensitive data processed abroad.

Foreign processing of India's sensitive data creates significant privacy risks and potential national security vulnerabilities.

 Limited Economic Competitiveness as AI-driven economies demand local innovation.

Limited Economic Competitiveness as AI-driven economies demand local innovation.

Without indigenous AI capabilities, India risks falling behind in the global economy where AI drives growth and innovation.

Project Kalki

Key Objectives of Project Kalki

📢

Without urgent intervention, India risks falling behind in AI innovation.

Hybrid AI Training

Balance CPU & GPU workloads for cost-effective AI development.

Hybrid AI Training

National AI Data Repository

Efficiently structure and manage large-scale AI datasets.

National AI Data Repository

Indigenous AI Development

Build AI solutions tailored for Indian governance & industries.

Indigenous AI Development

Multilingual AI Ecosystem

Collaborate with AI4Bharat to develop Indic AI models.

Multilingual AI Ecosystem

AI Accessibility

Empower MSMEs, startups, and research labs with AI infrastructure

AI Accessibility

Sustainable AI Infrastructure

Leverage renewable energy and refurbished hardware to power AI sustainably.

Sustainable AI Infrastructure

Implementation Roadmap (10-Month Plan)

Phase 1 (0-3 Months):
Research & Infrastructure Setup

Establish AI infrastructure and research foundations

  • 🔹Identify key AI research institutions & computing resources
  • 🔹Establish collaborations with AI4Bharat, universities, & private-sector players
  • 🔹Launch National AI Data Collection Program

Phase 2 (3-7 Months):
AI Model Training & Optimization

Scale AI infrastructure and expand capabilities

  • 🔹Deploy Hybrid CPU-GPU AI models across HPC clusters
  • 🔹Develop multilingual AI models using collected datasets

Phase 3 (7-10 Months):
Deployment & Scaling

Implement and scale AI solutions nationwide

  • 🔹Implement AI solutions in governance, security, and smart city initiatives
  • 🔹Scale training infrastructure for future AI expansion

🚀 Outcome: AI-powered governance, national security, and self-reliance

Why Hybrid AI Training?

Supercomputing Optimization

Optimizes India's existing supercomputing resources (PARAM, AUM, NEC HPCs) for maximum efficiency and performance.

Workload Balancing

Balances CPU & GPU workloads strategically to achieve optimal cost efficiency and resource utilization.

Advanced AI Models

Leverages Mixture of Experts (MoE) models to deliver enhanced performance and adaptability.

Supercomputing Optimization

Optimizes India's existing supercomputing resources (PARAM, AUM, NEC HPCs) for maximum efficiency and performance.

Workload Balancing

Balances CPU & GPU workloads strategically to achieve optimal cost efficiency and resource utilization.

Why a Data-First Approach?

70% Development Focus

AI model development is primarily data collection & processing.

Open Source Foundation

Leverage open-source datasets while building structured Indian datasets.

AI4Bharat Collaboration

Use IndicNLP & IndicTrans models for Indian language AI.

National Repository

National AI Data Repository to provide structured, high-quality datasets.

Available AI Infrastructure in India

National Supercomputing Mission (NSM) Resources

  • PARAM Siddhi-AI: India's fastest AI-ready supercomputer.
  • Project AUM: India's first indigenous HPC processor.
Cloud Infrastructure

AI4Bharat: A Key Collaborator

  • Developed by IIT Madras, specializes in Indian language AI models.
  • It advances AI Solutions for regional languages.
Krutrim Spectre

Private-Sector Collaboration

  • Reliance & Tata's Partnership with NVIDIA to scale AI compute capacity.
  • Infosys AI Model Training Initiatives for enterprise solutions.
Customer Support Dashboard

India is READY for a Hybrid CPU-GPU AI training model today!

Mapping Solution

Government & Private-Sector Role

Collaborative efforts driving India's AI innovation ecosystem

Government Support Needed

  • Policy incentives for hybrid CPU-GPU AI training

  • Launch of a National AI Data Repository

  • Integration of AI4Bharat and NSM supercomputers

  • Public-sector funding under IndiaAI Mission

Private Sector Collaboration

  • IT Giants (Reliance, Tata, Infosys) to support AI R&D

  • Cloud AI providers to enhance infrastructure scaling

  • Startup incubation programs to accelerate AI entrepreneurship

Collaborator Section

With our DevOps Expert Program, IT professionals have transformed their careers and achieved their goals!

Data Specialist

Learn from professionals with years of experience in leading tech companies.

Rahul Kumar

Rahul Kumar

Outreach Integrated Services

Surendiran S

Surendiran S

TCS

Vaibhav Jain

Vaibhav Jain

UKG

Harshit Gupta

Harshit Gupta

Harman India

Astha Goel

Astha Goel

Girikon Solutions

Ishank Agarwal

Ishank Agarwal

Upwork

Shreyash Baghel

Shreyash Baghel

Quantiphi

Akash Dey

Akash Dey

Sanico India Group

Urmil

Urmil

accenture- DevSecOpss

Vaibhav Sarkar

Vaibhav Sarkar

AI Enthusiast

Darshit Srivastava

Darshit Srivastava

AI Enthusiast

Jayasurya Charugndla

Jayasurya Charugndla

AI Enthusiast

Priyam Sanodiya

Priyam Sanodiya

AI Enthusiast

AI Tools Expert

Connect with technical leaders who shape the industry.

Shubham Jawale

Shubham Jawale

ALLIANZ TECHNOLOGY SE

Anish Mishra

Anish Mishra

Wipro

Tanmay Agarwal

Tanmay Agarwal

Okta

Rahul Bharuka,

Rahul Bharuka,

Dentrils

Puru Sharma

Puru Sharma

Edurigo Technologies

Urmil

Urmil

accenture- DevSecOpss

Harvinder Singh

Harvinder Singh

AI Enthusiast

Amish Agarwal

Amish Agarwal

AI Enthusiast

Nikhil

Nikhil

AI Enthusiast

Bhawana Sharma

Bhawana Sharma

AI Enthusiast

AI Model Trainer

Meet the innovators who drive technological advancement.

Vineet Negi

Vineet Negi

Cloudthat

Manish Thapa

Manish Thapa

Bluetris Technology Pvt Ltd

Soumen Bhunia

Soumen Bhunia

AI Enthusiast

Srashti Gupta

Srashti Gupta

AI Enthusiast

Bhavya Sharma

Bhavya Sharma

AI Enthusiast

Sahil Rakhaiya

Sahil Rakhaiya

AI Enthusiast

Jeeya Agrawal

Jeeya Agrawal

AI Enthusiast

Soumen Bhunia

Soumen Bhunia

AI Enthusiast

Alok Tamrakar

Alok Tamrakar

AI Enthusiast

Data Center Expert

Meet the innovators who drive technological advancement.

Anand Kumar

Anand Kumar

Infinite Computer Solutions

Rohit Khapre

Rohit Khapre

Atrina Technologies

Krishan Antil

Krishan Antil

Mahindra

DIWAKAR SHARMA

DIWAKAR SHARMA

JAD GLOBAL TRADERS

Payal Gurunani

Payal Gurunani

AI Enthusiast

Management Team

Meet the innovators who drive technological advancement.

Chandra Mohan

Chandra Mohan

Cognizant technology solutions

Pavan Sai Punna

Pavan Sai Punna

Sreyas

Arman Mishra

Arman Mishra

Ai Enthausist

Ram Prasad Pokhrel

Ram Prasad Pokhrel

Ai Enthausist

Kamal Kishor

Kamal Kishor

Ai Enthausist

Shreya Singh

Shreya Singh

Ai Enthausist

Surinder Jungral

Surinder Jungral

Ai Enthausist

Parv Agarwal

Parv Agarwal

Ai Enthausist

Networking Specialist

Meet the innovators who drive technological advancement.

Vishal Sharma

Vishal Sharma

Mercer

Ajit Yadav

Ajit Yadav

F5 Networks

Jakkala Varaprasad

Jakkala Varaprasad

AI Enthusiast

Deepali Pateriya

Deepali Pateriya

AI Enthusiast

Ritik kumar sahu

Ritik kumar sahu

AI Enthusiast

Atharv Bharadwaj

Atharv Bharadwaj

AI Enthusiast

Cooling System Innovator

Meet the innovators who drive technological advancement.

Dayasagar Barre

Dayasagar Barre

Edugenius

Dinesh Ajmera

Dinesh Ajmera

AI Enthusiast

Proposal & Documentation Expert

Meet the innovators who drive technological advancement.

Nikhil Garhwal

Nikhil Garhwal

AI Enthusiast

Hardesh Chaudhary

Hardesh Chaudhary

AI Enthusiast

Devesh Panwar

Devesh Panwar

AI Enthusiast

Social Media Manager

Meet the innovators who drive technological advancement.

Sayantan Samanta

Sayantan Samanta

AI Enthusiast

Suhani thakur

Suhani thakur

AI Enthusiast

Video Editor

Meet the innovators who drive technological advancement.

Ajay kumar shah

Ajay kumar shah

AI Enthusiast

Raghav Tiwari

Raghav Tiwari

AI Enthusiast

Data Scrapping Team

Meet the innovators who drive technological advancement.

Tanisha Banik

Tanisha Banik

Juniper Networks

Pawan S

Pawan S

Beamteq

Soniya Jain

Soniya Jain

Globallogic

Sanskruti Shimple

Sanskruti Shimple

Accenture

Manyata Gupta

Manyata Gupta

AI Enthusiast

Bhawana Sharma

Bhawana Sharma

AI Enthusiast

Aravind Reddy

Aravind Reddy

AI Enthusiast

Sharan Hiremani

Sharan Hiremani

AI Enthusiast

Gaurav kamble

Gaurav kamble

AI Enthusiast

LW India Support Team

Learn from professionals with years of experience in leading tech companies.

Preeti Chandak

Preeti Chandak

LW India

Ajay Meena

Ajay Meena

LW India

Sharwan Singh

Sharwan Singh

LW India

Mona Jain

Mona Jain

LW India

Syed Jibbran Ali

Syed Jibbran Ali

LW India

Priyanka Arora

Priyanka Arora

LW India

Arti Bansal

Arti Bansal

LW India

Kirtan khuswaha

Kirtan khuswaha

LW India

Bhupesh Choudhary

Bhupesh Choudhary

LW India

Sumit Pal

Sumit Pal

LW India

Syeed Firoz

Syeed Firoz

LW India

Dilip Jarwal

Dilip Jarwal

LW India

Anshu Raghav

Anshu Raghav

LW India

Priyanka Poonia

Priyanka Poonia

LW India

Tamanna Prajapati

Tamanna Prajapati

LW India

Aashana Sancheti

Aashana Sancheti

LW India

Introducing Astra LLM: India's First Energy and Cost-Efficient AI Model

We developed the Astra LLM Model for efficient, low-resource AI, reducing power and costs for greater accessibility.

Aligned with India's National AI Strategy (NITI Aayog)

Aligned with India's National AI Strategy (NITI Aayog)

The Government of India's National Strategy for AI (#AIforAll) envisions India as an AI powerhouse. Project Kalki directly contributes to this vision by:

  • checkmarkDeveloping an AI ecosystem that is self-reliant and sustainable
  • checkmarkBoosting AI adoption across key sectors like healthcare, education, and governance
  • checkmarkEnhancing India's AI research capabilities and bridging the talent gap
Supporting Aatmanirbhar Bharat (Self-Reliant India Mission)

Supporting Aatmanirbhar Bharat (Self-Reliant India Mission)

By building India's first indigenous AI LLM without any hardware imports, Project Kalki is a true embodiment of Aatmanirbhar Bharat. We achieve this by:

  • checkmarkUsing repurposed and refurbished computing devices to create high-performance AI clusters
  • checkmarkEliminating dependence on foreign AI infrastructure while fostering in-house innovation
  • checkmarkCreating AI solutions specifically tailored for Indian languages, industries, and governance needs
Green AI: In Line with India's Renewable Energy Goals

Green AI: In Line with India's Renewable Energy Goals

AI models traditionally require massive computing power, leading to high energy consumption. Project Kalki ensures AI development without harming the environment, aligned with:

  • checkmarkNational Solar Mission – Our AI data centers are powered by solar energy
  • checkmarkNational Wind-Solar Hybrid Policy – We integrate multiple renewable energy sources
  • checkmarkSustainable Development Goals (SDGs) – Reducing e-waste through refurbished hardware
Strengthening Digital India and Data Sovereignty

Strengthening Digital India and Data Sovereignty

With India prioritizing data localization and security, Project Kalki ensures that India's AI future remains in India's hands.

  • checkmarkAligned with the Digital India Initiative – Making AI accessible across sectors
  • checkmarkSupporting India's Personal Data Protection Bill – Ensuring ethical and secure AI development
  • checkmarkFostering Open-Source AI Innovation – Encouraging collaboration across academic, industry, and government bodies

Join the AI Revolution

With a team of 200+ AI experts, we are on a mission to create India's first Foundation AI Model that prioritizes sustainability sovereignty and inclusivity.

📢The Future of AI is Here. The Future of AI is India.

The Future

📢 The Future of AI is Here. The Future of AI is India.

Partner With Us

👉 Contact Us: +91 9829105960 | preeti@lwindia.com