Founder · LLM Consultant · building in public

Sandeep Singh

Sandeep Singh

Now

Full Stack Engineer & LLM Consultant based in India. I build AI-powered products — from Voice AI agents to LLM platforms. Founder of CrunrCrunrCrunrCLI tool for GPU compute on AWS. One command to run, stream logs, and auto-terminate.Open source · MIT licensed, a CLI tool that makes GPU compute on AWS as simple as one command. Also consulting at CPMU since 2026 — managing model hosting infra, bare-metal servers, ML & Data Science job pipelines, and Voice AI deployments.

Previously

Also built UnclawsUnclawsUnclawsLegal contract risk analysis. Fine-tuned Mistral LLM with 97.7% clause accuracy.145+ users · 10k+ contracts (legal contract SaaS, 145+ users), ColorixorColorixorColorixorLLM-powered image recoloring platform. Top 10 on Product Hunt on launch day.100+ users · 5k+ images processed (top 10 Product Hunt), and more. Fan of shipping fast and building things that matter.

Work

Founder·Crunr
Present

Building Crunr — a CLI tool that makes GPU compute on AWS dead simple. One command to spin up the cheapest spot instance, run your script, stream logs, download results, and terminate. No idle billing, no DevOps overhead. "Run it. Ghost it."

CLIGPU ComputeAWSOpen SourceDeveloper Tools
LLM Consultant·CPMU
2026 — Present

Managing infrastructure for model hosting, bare-metal servers, and cloud deployments. Setting up ML and Data Science job pipelines. Building and deploying Voice AI agents. Platform development for LLM-powered internal workflows.

Bare MetalModel HostingML InfraVoice AIPlatform Dev
Software Engineer·CSIR-CSIO
Jan 2025

Built Farmai — a full-stack AI platform using a fine-tuned LLM to handle real-time farmer queries on prices, weather, and crop care. Integrated an AI Agent and MCP server connecting 9+ agricultural data sources with <2s response time.

AI AgentMCPLLM Fine-tuningFull Stack

Projects

Crunr logo
CrunrCrunrCLI tool that makes GPU compute on AWS dead simple. One command: select cheapest spot instance, deploy code, stream logs, download results, terminate. No idle billing, no DevOps overhead. "Run it. Ghost it."Open source · MIT licensed
Crunr
CLIGPU ComputeAWSOpen Source
2025Live

CLI tool that makes GPU compute on AWS dead simple. One command: select cheapest spot instance, deploy code, stream logs, download results, terminate. No idle billing, no DevOps overhead. "Run it. Ghost it."

Open source · MIT licensed

Unclaws logo
UnclawsUnclawsLegal contract risk analysis platform. Fine-tuned Mistral LLM for clause detection with 97.7% accuracy. Served 145+ active users, processed 10,000+ contracts.145+ users · 10k+ contracts
Unclaws
SaaSLLMLegal Tech
2024Live

Legal contract risk analysis platform. Fine-tuned Mistral LLM for clause detection with 97.7% accuracy. Served 145+ active users, processed 10,000+ contracts.

145+ users · 10k+ contracts

Devquarks logo
DevquarksDevquarksAI image generation API delivering DALL·E / Stable Diffusion quality at 30× lower cost. Engineered agentic guardrails for NSFW protection. 5,000+ generations for $10.30+ users · 5k+ generations
Devquarks
API PlatformAI ImagesSaaS
2024Live

AI image generation API delivering DALL·E / Stable Diffusion quality at 30× lower cost. Engineered agentic guardrails for NSFW protection. 5,000+ generations for $10.

30+ users · 5k+ generations

Colorixor logo
ColorixorColorixorLLM-powered image recoloring platform. Ranked top 10 on Product Hunt on launch day. 100+ active users within the first month, processed 5,000+ images.100+ users · Top 10 Product Hunt
Colorixor
LLMImage ProcessingProduct Hunt
2024Live

LLM-powered image recoloring platform. Ranked top 10 on Product Hunt on launch day. 100+ active users within the first month, processed 5,000+ images.

100+ users · Top 10 Product Hunt

Thumblify logo
ThumblifyThumblifyCanva-style thumbnail editor with AI tools — generative images, background remover, face-to-sticker. 75+ active users. 30% faster DB queries with Drizzle ORM.75+ users
Thumblify
AI EditorCanvasSaaS
2024Live

Canva-style thumbnail editor with AI tools — generative images, background remover, face-to-sticker. 75+ active users. 30% faster DB queries with Drizzle ORM.

75+ users

Skills

Languages
TypeScriptJavaScriptGoJavaC++
Frontend
Next.jsReactTailwind CSSFramer MotionShadcn UI
Backend
Node.jsExpressHono.jsGinRESTMicroservices
AI / LLM
LangChainLangGraphLLM Fine-tuningVoice AIAI AgentsAgentic WorkflowsMCPOllamaRAG
Data
PostgreSQLMongoDBFirebaseVector DatabasesDrizzle ORM
Infra
KubernetesSkyPilotDockerAWSBare MetalModel HostingGPU ClustersNginxLinux
Tools
GitLangsmithCloudinaryFigmaRazorpay