About OM
About Me
Hi, I’m Omi — a Full-Stack & Systems Engineer based in India.
I specialize in building high-throughput web applications, serverless developer tooling, and agentic AI architectures (specifically around the Model Context Protocol). My engineering ethos centers on zero-cost ergonomics without compromising performance — proving that robust, production-grade applications can run with near-zero cloud overhead when engineered intentionally.
What I Build & Obsess Over
Autonomous AI & Protocol Tooling: I research and build architectures around the Model Context Protocol (MCP) and multi-model routing. I created FreeLLM Hub
, a serverless, browser-native AI workstation with live interactive artifacts and hardware-accelerated inference (~450 tok/s via Groq LPU).
Fintech Infrastructure for Emerging Markets: I engineer software that solves unglamorous, high-impact problems. With Omsetra
, I built a reconciliation and automated collections workspace tailored specifically to help Indian small businesses and accountants untangle payment discrepancies without software lock-in.
Algorithmic & Edge Computing: With VedaaChari
, I designed an astronomical calculation engine deployed entirely on Cloudflare Workers, calculating high-precision planetary ephemeris and Vedic Panchang with privacy-first client-side data retention.
How I Work
Client-First & Edge-Heavy: If a calculation or preview can happen securely inside the user’s browser or on an edge worker, it should. That keeps latency minimal, privacy intact, and infrastructure costs near zero.
Architecture Over Framework Churn: Frameworks come and go; clean abstractions, predictable state machines, and standardized protocols (REST, SSE, JSON-RPC/MCP) endure.
Ship to Production: I believe in building working software with real URLs that people can test immediately, rather than theoretical prototypes.
Get In Touch
I am always interested in discussing high-impact engineering roles, agentic systems architecture, and early-stage SaaS builds:
GitHub: @Omi811
Website & Patronage: omi811.github.io
Email: [email protected]
Hi, I’m Omi — a Full-Stack & Systems Engineer based in India.
I specialize in building high-throughput web applications, serverless developer tooling, and agentic AI architectures (specifically around the Model Context Protocol). My engineering ethos centers on zero-cost ergonomics without compromising performance — proving that robust, production-grade applications can run with near-zero cloud overhead when engineered intentionally.
What I Build & Obsess Over
Autonomous AI & Protocol Tooling: I research and build architectures around the Model Context Protocol (MCP) and multi-model routing. I created FreeLLM Hub
, a serverless, browser-native AI workstation with live interactive artifacts and hardware-accelerated inference (~450 tok/s via Groq LPU).
Fintech Infrastructure for Emerging Markets: I engineer software that solves unglamorous, high-impact problems. With Omsetra
, I built a reconciliation and automated collections workspace tailored specifically to help Indian small businesses and accountants untangle payment discrepancies without software lock-in.
Algorithmic & Edge Computing: With VedaaChari
, I designed an astronomical calculation engine deployed entirely on Cloudflare Workers, calculating high-precision planetary ephemeris and Vedic Panchang with privacy-first client-side data retention.
How I Work
Client-First & Edge-Heavy: If a calculation or preview can happen securely inside the user’s browser or on an edge worker, it should. That keeps latency minimal, privacy intact, and infrastructure costs near zero.
Architecture Over Framework Churn: Frameworks come and go; clean abstractions, predictable state machines, and standardized protocols (REST, SSE, JSON-RPC/MCP) endure.
Ship to Production: I believe in building working software with real URLs that people can test immediately, rather than theoretical prototypes.
Get In Touch
I am always interested in discussing high-impact engineering roles, agentic systems architecture, and early-stage SaaS builds:
GitHub: @Omi811
Website & Patronage: omi811.github.io
Email: [email protected]
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