Building Intelligent Systems & Architectural Clarity.

AI Engineer · Systems Architect · Founder of Suksham Vachak

I design agentic AI systems, document architecture to Google Cloud standards, and self-host everything on a Raspberry Pi. My work lives at the intersection of LLM orchestration, infrastructure engineering, and technical storytelling.

About

I grew up in Vadodara, Gujarat — a city where centuries-old stepwells sit next to software parks and where my grandfather’s Vedic recitation practice first taught me that precision in language is precision in thought. That idea stuck. It followed me through a degree in engineering, a decade and a half of technology leadership across enterprises, and eventually into the work I do today: building AI systems that treat language not as a feature, but as architecture.

Today I lead GlobalVeda, where I design agentic AI pipelines — systems that perceive context, reason over it, and produce richly expressive output. My flagship project, Suksham Vachak, is a cricket commentary engine that orchestrates LLMs, text-to-speech providers, statistical models, and RAG retrieval to generate persona-driven audio from raw ball-by-ball data. It’s the kind of problem that demands both engineering rigour and a feel for narrative — how a pause after a wicket changes the story of an over.

I’m equally obsessive about the infrastructure underneath. I self-host 12+ Docker services on a Raspberry Pi 5 — Caddy with automated ACME TLS, Cloudflare Tunnel for zero-port ingress, step-ca for private PKI, Home Assistant, Immich, Navidrome, Pi-hole — all version-controlled and documented in a Google Architecture Center–style CoE with C4 diagrams rendered from D2 source code. For me, documentation isn’t an afterthought; if a decision isn’t recorded as an ADR or a diagram, it wasn’t actually made.

Whether it’s fine-tuning a TTS voice for Hindi cricket jargon or writing a Caddyfile that handles five subdomains, the thread is the same: build clearly, document ruthlessly, ship often.

Core technologies:
  • Python
  • FastAPI
  • LLM Orchestration (Claude, Ollama)
  • Docker & Compose
  • Hugo / MkDocs Material
  • D2 Diagrams-as-Code
  • Caddy / Nginx
  • Cloudflare
  • Home Assistant
  • MongoDB / SQLite / ChromaDB

Experience

Founder & AI Engineer - GlobalVeda
2024 - Present
Building Suksham Vachak — an agentic AI cricket commentary system. Designing and operating self-hosted infrastructure. Maintaining an Architecture Center of Excellence modeled after Google Cloud’s Architecture Center.
Technology Leadership & Systems Architecture - Previous Roles
15+ years of experience spanning technology strategy, digital transformation, systems architecture, and engineering leadership. Details available on LinkedIn.

Projects

Suksham Vachak
Python FastAPI Claude / Ollama ElevenLabs TTS MongoDB ChromaDB
Suksham Vachak
Agentic AI cricket commentary engine. Orchestrates LLMs, TTS providers, statistical models, and RAG retrieval to generate persona-driven audio commentary from raw ball-by-ball match data. Features TOON serialization, three-layer fallback, and minimalism scoring.
Architecture Center of Excellence
MkDocs Material D2 Diagrams C4 Model ADRs
Architecture Center of Excellence
A Google Cloud Architecture Center–style documentation site built with MkDocs Material. Features C4 diagrams rendered from D2 source code, Architecture Decision Records, operational runbooks, and a custom CSS layer matching Google's visual language.
Homelab Infrastructure
Docker Raspberry Pi 5 Caddy Cloudflare Tunnel step-ca PKI
Homelab Infrastructure
12+ Docker services on a Raspberry Pi 5 with zero exposed ports. Caddy reverse proxy with step-ca ACME, Cloudflare Tunnel, Pi-hole DNS, Home Assistant, Immich photos, Navidrome music, Vaultwarden passwords, and full monitoring with Netdata and Uptime Kuma.
Vedic Insights
WordPress Technical Writing
Vedic Insights
Technology blog covering AI systems, infrastructure engineering, and architecture documentation practices. Self-hosted WordPress on the homelab, served through Caddy and Cloudflare Tunnel.

Highlights

Agentic AI — Not Just Another Chatbot
Built Suksham Vachak: an AI system that perceives, reasons, remembers, and adapts — generating real-time cricket commentary with persona-driven LLM orchestration.
Diagrams as Code
5 D2 diagrams (C4 Level 1 & 2, data flow, request lifecycle, infrastructure topology) rendered from source code and served as static SVGs.
Self-Hosted Everything
12+ production services on a Raspberry Pi 5 with private PKI (step-ca), zero exposed ports (Cloudflare Tunnel), and automated TLS certificates.
15+ Years in Technology
Career spanning technology strategy, digital transformation, systems architecture, and engineering leadership across multiple organizations.

Get in Touch

I’m always open to discussing AI systems, architecture documentation, infrastructure, or potential collaborations. Drop me a line.