Built onreal metal,not slides.
Deepsoch AI Private Limited was founded with a simple vision: build powerful, accessible and production-ready AI systems driven by real infrastructure, not just theory. A decade of bootstrapped work became a 1.5 Cr exit, and 70 Lac of that went straight into GPUs, servers and the cluster that powers everything you see today.
Karim Khan.
Founder · CTO · AI Infrastructure Builder & Systems Architect
“I don't just use AI. I build the infrastructure behind it. I run a multi-GPU cluster from my home lab, managing distributed workloads across multiple machines. From power management to cluster scaling, every layer is designed, deployed and optimised by me.”
This hands-on approach lets me deeply understand performance bottlenecks, hardware efficiency, model optimisation and real-world deployment challenges. My goal was always to build a deep-technology company: as a bootstrapped founder I knew investors rarely fund raw ideas, so we built media platforms to generate revenue and self-fund the research. In 2025 we sold our YouTube channel ViralBollywood for 1.5 Cr and reinvested 70 Lac into GPU hardware and servers to build Deepsoch AI.
Our cluster lives here.
70+ Lac already invested in GPU compute hardware, networking and storage. Climate-controlled lab. Multi-GPU compute nodes. Dedicated server rack. This is production infrastructure serving real jobs every day, not a rendering of one.
- 70+ Lac hardware
- Multi-GPU nodes
- Server rack
- Climate-controlled
rack · 01
rack · 02
rack · 03
rack · 04What we specialise in.
- 0101 / 09
LLM Deployment
Deploying and optimising open-source large language models for production.
- 0202 / 09
GPU Clusters
Running and scaling multi-GPU clusters for distributed AI workloads.
- 0303 / 09
Kubernetes AI Infra
Container orchestration designed specifically for AI model serving.
- 0404 / 09
API Orchestration
Building intelligent routing and scheduling layers for AI APIs.
- 0505 / 09
Creative AI Tools
Creator-focused dashboards and tools built for real workflows.
- 0606 / 09
Network Engineering
Multi-ISP optimisation and high-performance networking.
- 0707 / 09
Camera & On-Set
Directing, DOP, camera crews and on-set production for narrative and commercial shoots.
- 0808 / 09
Editing & Post
End-to-end post: editing, colour grade, sound design and finishing.
- 0909 / 09
VFX & 3D
Visual effects, 3D, CGI and compositing. Real pipelines married with AI generation.
From YouTube to GPU clusters.
- 2013Step 01
The Beginning
Karim Khan and Viral Khan start building digital media platforms, learning technology and content creation from the ground up.
- 2015Step 02
ViralBollywood Inc.
Officially incorporated. Viral focused on content production; Karim invested earnings into servers, GPU hardware and AI experimentation.
- 2015-2024Step 03
Bootstrapped R&D
Scaled social media platforms to generate revenue. Built hands-on expertise in AI infrastructure, GPU clusters, networking, distributed computing, and model experimentation.
- 2025Step 04
Strategic Pivot
Sold the ViralBollywood YouTube channel for 1.5 Cr. Reinvested 70 Lac into GPU hardware and servers for the next chapter.
- Jun 2025Step 05
Deepsoch AI Founded
Deepsoch AI Private Limited incorporated on 4th June 2025 under the Companies Act, 2013, to focus entirely on AI infrastructure, tools and research.
- Mar 2026Step 06
Platform Live
Full platform deployed with 15+ AI tools, wallet billing, API access, self-hosted option, and a user dashboard.
Two brothers. One cluster.
Karim Khan
Founder & CTO
- 15+ years experience in tech infrastructure
- Self-taught AI & systems engineer
- Built GPU clusters and AI pipelines from scratch
- Owns technology and product development
- VK
Viral Khan
Post Production
- 10+ years in digital media
- Scaled social media content platforms
- Manages post-production and creative operations
- Deep expertise in content creation workflows
Despite non-traditional academic backgrounds, the founders built their expertise over a decade of hands-on experimentation, entrepreneurship and self-driven learning. Deepsoch AI is the culmination of that work: bootstrapped innovation, with a mission to build the next generation of AI infrastructure.
Deepsoch AI, officially.
- Legal NameDEEPSOCH AI PRIVATE LIMITED
- CINU62011MH2025PTC449773
- GST Number27AALCD7580N1ZU
- DPIIT RecognitionDIPP248947
- Incorporated4 June 2025
- StateMaharashtra, India
DPIIT-recognised startup under the Department for Promotion of Industry and Internal Trade, Government of India. Registered private limited company incorporated under the Companies Act, 2013. Maharashtra, India.

Let's build together.
Custom AI tool, bespoke SaaS, or a dedicated cluster? Send us a brief. We'll come back with a plan, a timeline and a price.