04 / FIELD RECORDS

Built in the
real world.

A field log of shipping, researching, and learning in public. Every role added another layer to the way I approach systems.

04.2026 — Present

Research Scholar - Conversational Agents in Water Engineering

Adelaide University

Implementing the concept of LLM negotiation agents against NSGA-II optimization for water resource allocation using Langchain and multi-agent collaboration systems.

02.2025 — 08.2025

AI Engineer

xval.ai

Researched methods for generating educational content with Generative AI and LLMs. Built RAG systems, vector databases, AI scripts, and text evaluation frameworks.

07.2024 — 12.2024

Full Stack Web Developer

Code Craft Web Solution

Built and deployed a hospital website with PHP and Laravel, working across frontend, backend, server deployment, and client interaction.

05.2023 — 11.2023

Machine Learning Intern

SMTM Capital

Researched, developed, and implemented machine learning models for technical analysis of financial data and collaborated on AI-powered trading strategies.