Bridging the gap between robust backend systems and agentic AI workflows. Specializing in RAG optimization and zero-downtime engineering.
In my own words
How we improved citation accuracy by 90% and retrieval by 70% using vector DB logic, post-hoc processing, and Redis-backed MCP pagination in production.
A step-by-step account of migrating a live production app from NextAuth to Better Auth with zero downtime and zero data loss.
Refactored tRPC infrastructure with zip-bomb protection and E2B sandboxing. Implemented Redis-backed pagination for MCP that boosted client agent accuracy by 90%.
Solo-led billing infrastructure and a full AI chat system with dynamic interactive charts. Built with Vercel AI SDK and Recharts for a production SaaS client.
How we improved citation accuracy by 90% and retrieval by 70% using vector DB logic, post-hoc processing, and Redis-backed MCP pagination in production.
A step-by-step account of migrating a live production app from NextAuth to Better Auth with zero downtime and zero data loss.
Refactored tRPC infrastructure with zip-bomb protection and E2B sandboxing. Implemented Redis-backed pagination for MCP that boosted client agent accuracy by 90%.
Solo-led billing infrastructure and a full AI chat system with dynamic interactive charts. Built with Vercel AI SDK and Recharts for a production SaaS client.
Global contributor rank on Twenty CRM. Architecting tools used by the modern developer ecosystem.
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.
Contributed API permission fixes, keyboard accessibility improvements, Vitest setup for the types package, and type-safety refinements for the audit logging wrapper.
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.
Stack
TIMELINE // PRODUCTION_LOGS
TathyaGrid.com
Architecting and scaling India's first agentic AI lawyer platform with a custom legal data moat covering Indian court data.
Secured trust and active usage from 20+ B2B law firms across India.
Backed by infrastructure and resource programs from NVIDIA, Google, and AWS.
SMAKG.com
Founding and leading SMAKG.com; defining product vision, technical strategy, and go-to-market.
Driving development of flagship products (KRAG, The Informant) and core infrastructure.
Building client products under the SMAKG development firm (e.g. StealthNode — AI-driven SOC platform).
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.
Buildway.ai
Deployed as lead founding contractor to architect AI systems, core infra, operations, and security across multiple live production startups.
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.
Parsed complex Austrian legal APIs (big data seeding, complex joins) and reduced launch times by optimizing DB load and caching.
Refactored tRPC infra for zip-bomb protection and E2B sandboxing, and implemented secure Redis-backed pagination for MCP, boosting client agent accuracy by 90%.
Executed a high-stakes migration from NextAuth to Better Auth for a live production app, resulting in 0% downtime and zero data loss.
Handled billing, DevOps, and all backend operations solo, supporting global brands and influencers with 500 million+ combined followers.
Built and optimized mission-critical, event-driven automation pipelines leveraging webhooks and serverless functions to automate high-throughput business workflows.
Designed and implemented deep AI-driven analytics dashboards featuring interactive charts (Recharts) and predictive intelligence for operations monitoring.
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.
Freelance Client
Delivered a secure, containerized (Docker) web application using Next.js and MongoDB.
Built a reusable UI component library and containerized the app to reduce deployment friction.
Recommendations from colleagues and leaders in the industry.

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...

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...

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...
Production-grade builds and architectures.
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.

Product Demo
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.

Product Demo
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.

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.

Product Demo
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.

Currently reviewing opportunities for Founding Engineer & AI Infrastructure roles.