Gopi Trinadh Maddikunta
Gopi Trinadh Maddikunta
& Learn
Gemma 3 from Scratch
🧠 Gemma 3 from Scratch: I pre-trained a Gemma 3 architecture model from scratch and a 164M parameter language model built entirely from zero, trained on the TinyStories dataset to generate coherent children’s stories.
🌟 This journey has been a deep dive into transformer internals, from implementing Multi-Query Attention and RoPE embeddings to watching a model learn language one training step at a time…
Building BUD: From Zero to Production AI Agent
🚀 Building BUD: From Zero to Production AI Agent
I built BUD (Build, Understand, Deploy) — a self-hosted multi-platform AI assistant from scratch, serving 5 platforms simultaneously with 24+ MCP tools, a 5-layer memory system, and real-time voice I/O.
🌟 This journey has been a deep dive into AI agent architecture, multi-platform engineering, and production-grade deployment — all without LangChain or any agent framework…
Web Design
Firogo Ltd
Web Design
Firogo Ltd
Web Design
Firogo Ltd
My GSoC 2025 Journey
🚀 Contributing to Open-Source AI with Scala Center
I was selected as a Google Summer of Code 2025 Contributor with the Scala Center, where I worked on enhancing LLM4S — an open-source project focused on tracing and monitoring large language model workflows.
🌟This journey has been a deep dive into LLM tracing, open-source collaboration, and real-world AI development…