Open to opportunities

Thrisha Raju

@thrisharaju

Message

AI/ML and full-stack engineer building RAG agents and multi-tenant SaaS with reliable, deterministic data backends.

Malaysia

Message

What I'm looking for

I’m looking to keep building production AI/ML systems and multi-tenant SaaS, where deterministic data pipelines feed LLM explanations, and I can ship reliable APIs in Agile teams.

I build AI/ML systems and full-stack SaaS products, with production work shipping multi-tenant platforms and agentic assistants at scale.

At METTGAB Sdn. Bhd., I architected a React + Node.js/Express + PostgreSQL on GCP multi-tenant SaaS with Firebase RBAC and Row-Level Security, keeping enterprise services at 99.9% uptime.

I designed MIA, an agentic LLM assistant using Gemini 1.5 Flash with RAG and Azure AI Search-style semantic retrieval patterns, and I paired it with a hallucination-safe flow where deterministic SQL computes metrics before the LLM explains them.

I also migrated an OCR receipt pipeline to Google Cloud Vision API on Cloud Run, cutting costs by 94% and improving latency from 15+ seconds to 3–8 seconds, then delivered REST APIs across 10+ business domains.

Experience

Work history, roles, and key accomplishments

Current

Full Stack AI Intern

Current

METTGAB Sdn. Bhd.

Sep 2025 - Present (11 months)

Architected and shipped a production full-stack SaaS platform with React, Node.js/Express, PostgreSQL, and GCP, maintaining 99.9% uptime. Built and deployed an agentic LLM assistant using Gemini 1.5 Flash and RAG pipeline achieving 86.7% query success across 500+ daily queries.