Production Ready

Engineer
Intelligent
Infrastructure

Bridging the gap between robust backend systems and agentic AI workflows. Specializing in RAG optimization and zero-downtime engineering.

Saurabh Jain
Active
90%
RAG Accuracy
0%
Migration Downtime

In my own words

Who I Am

Latest

Blog

View all posts
Global Contribution Metrics

Open Source
Impact.

TOP 4%

Global contributor rank on Twenty CRM. Architecting tools used by the modern developer ecosystem.

Top 4% Contributor

TwentyCRM

Merged 8+ PRs in a single month, working alongside core senior developers on high-priority tickets and received direct mentorship. Contributed a significant portion to the new calendar-based Kanban feature, implementing complex frontend logic and interactions.

#CRM#Frontend#Kanban
8+ PRs Merged
Contributor

Formbricks

Contributed API permission fixes, keyboard accessibility improvements, Vitest setup for the types package, and type-safety refinements for the audit logging wrapper.

#Open Survey#API#A11y#Vitest#TypeScript
Thousands Impacted
Solo Builder

KRAG

Built KRAG, a serverless RAG agent that turns PDFs and URLs into intelligent, citation-aware chat. Designed for secure, real-time ingestion and scalable retrieval.

#RAG#Serverless#Modal#Next.js
Serverless RAG Platform

Stack

Technical Domains

INTEL-01

AI & RAG

Vercel AI SDK
MCP (Model Context Protocol)
Vector DBs & Embeddings (BGE-M3)
RAG Optimization & Citation
LangChain
vLLM & LLM Orchestration
Modal (Serverless GPU)
Fine-tuning
Puppeteer (Automation)
LAYER-02

Frontend

React
Next.js 14+
TypeScript
Tailwind CSS
Recharts
Shadcn UI
Responsive & SSR
DATA-03

Backend

Node.js
tRPC
Prisma
PostgreSQL (Neon / Supabase)
Redis
Better Auth
NextAuth
Zod
OPS-04

DevOps & Tools

Docker
Kubernetes
CI/CD (GitHub Actions)
AWS
Modal (Serverless)
Vercel
E2B (Sandboxing)
Cloudflare Tunnel

Deployment History

TIMELINE // PRODUCTION_LOGS

Founder

TathyaGrid.com

Apr 2026 – Present

India's First Agentic Lawyer

Architecting and scaling India's first agentic AI lawyer platform with a custom legal data moat covering Indian court data.

Client & Market Adoption

Secured trust and active usage from 20+ B2B law firms across India.

Strategic Backing

Backed by infrastructure and resource programs from NVIDIA, Google, and AWS.

Founder

SMAKG.com

Feb 2026 – Present

Company Building

Founding and leading SMAKG.com; defining product vision, technical strategy, and go-to-market.

Product & Engineering

Driving development of flagship products (KRAG, The Informant) and core infrastructure.

Client Development

Building client products under the SMAKG development firm (e.g. StealthNode — AI-driven SOC platform).

NAU AI Sales Funnel Finalist

Led a team and achieved selection as a top 5 finalist for the Northern Arizona University Healthcare MBA AI sales funnel custom development contract, successfully competing against enterprise giants with millions in revenue.

Founding Engineer

Buildway.ai

Oct 2025 – Apr 2026

Contract Projects Overview (alawyer.ai & replient.ai)

Deployed as lead founding contractor to architect AI systems, core infra, operations, and security across multiple live production startups.

alawyer.ai: AI Infrastructure & RAG Optimization

Engineered a multi-agent system with Dynamic Chain of Thought and Web Search tools (MCP). Improved RAG citation accuracy by 90% and data retrieval by 70% via complex vector DB logic.

alawyer.ai: High-Velocity Austrian Legal API Seeding

Parsed complex Austrian legal APIs (big data seeding, complex joins) and reduced launch times by optimizing DB load and caching.

alawyer.ai: Advanced Security & tRPC Hardening

Refactored tRPC infra for zip-bomb protection and E2B sandboxing, and implemented secure Redis-backed pagination for MCP, boosting client agent accuracy by 90%.

alawyer.ai: Critical Better Auth Migration

Executed a high-stakes migration from NextAuth to Better Auth for a live production app, resulting in 0% downtime and zero data loss.

replient.ai: Solo Operations & DevOps (500M+ Followers)

Handled billing, DevOps, and all backend operations solo, supporting global brands and influencers with 500 million+ combined followers.

replient.ai: Event-Driven Automation Pipelines

Built and optimized mission-critical, event-driven automation pipelines leveraging webhooks and serverless functions to automate high-throughput business workflows.

replient.ai: AI-Driven Analytics & Dashboards

Designed and implemented deep AI-driven analytics dashboards featuring interactive charts (Recharts) and predictive intelligence for operations monitoring.

replient.ai: Rapid Billing & Chat Feature Delivery

Shipped a complete billing infrastructure and AI chat system with dynamic interactive charts (Vercel AI SDK) in less than 2.5 weeks, ensuring 100% reliability under peak load.

Full-Stack & AI Developer

Freelance Client

Feb 2025 – May 2025

Secure Containerized Web Application

Delivered a secure, containerized (Docker) web application using Next.js and MongoDB.

Reusable Component Library

Built a reusable UI component library and containerized the app to reduce deployment friction.

Peer Validation

Professional
Endorsements.

Recommendations from colleagues and leaders in the industry.

View All on LinkedIn
Dev Dalia

Dev Dalia

Senior Software Engineer at Buildway.ai

Saurabh is a powerhouse engineer. I supervised him on our most critical infrastructure sprints, and he operated with the autonomy and precision of a senior from Day 1. In his very first week, he exec...

Suhotra Dey

Suhotra Dey

Senior Software Engineer at Buildway.ai

I've worked with many engineers, but Saurabh stands out for his speed and technical depth. He joined our team and immediately took ownership of our most critical infrastructure. He successfully migra...

Pradip Chaudhary

Pradip Chaudhary

Product lead at Buildway.ai

I can't recommend Saurabh highly enough. I went on leave for a few weeks and handed him the keys to a critical sprint involving a live billing system refactor and a new AI analytics suite. Saurabh di...

Live Products

Production-grade builds and architectures.

Flagship Product

KRAG

World's first serverless RAG platform. Build intelligent knowledge bases from PDFs and web URLs with real-time chat and citation support. Built on Modal for scalable, cost-effective processing.

vLLMFinetuningOrchestrationModalPython
KRAG

Product Demo

AI Concierge

Launching soon

Custom, high-performance conversational AI concierges built for enterprise e-commerce and retail brands, directly boosting sales conversions by guiding customers to products matching their preferences in real time.

Next.jsOpenAI APITailwindCSSVector SearchStreaming APIs
AI Concierge

Product Demo

Client project — under development at SMAKG

StealthNode

Launching soon

AI-powered Security Operations Center built by SMAKG for a client. Deploys via a lightweight installer (MCP + agent) on the client's system. Logs stream to Wazuh; custom rulesets trigger an AI agent that runs in an isolated sandbox on Modal, connected to the client through a secure Cloudflare MCP tunnel. The agent detects and neutralizes threats in real time and delivers a detailed incident report by email.

ModalMCPWazuhCloudflare TunnelEvent-driven
StealthNode

Product Demo

High-performance SaaS Portfolio builder with multi-tenant routing, AI support agents, and enterprise-grade middleware. Serving 50+ active users with custom subdomains.

Next.jsMiddlewareZodSaaS
StackVault

Product Demo

Launching soon — actively under development

The Informant

Launching soon

A custom fine-tuned SLM that helps CS students grasp complex concepts and get code on demand. Prefix prompts with [PROSE] for explanations in the style of a 1940s noir detective, or [CODE] for ready-to-use Python code. Deployed serverlessly on Modal.

ModalPythonSLMFine-tuning
The Informant

Initialize
Contact.

Currently reviewing opportunities for Founding Engineer & AI Infrastructure roles.

SYSTEM_STABLE
© 2026 SAURABH_JAIN // VERSION_4.0.1