I’m an IT graduate from the University of Melbourne, with a strong focus on High Performance Computing and Statistical Machine Learning.

Spell Checker System

• Parallelized large-scale word extraction using OpenMP, achieving up to 6× speedup. see Repository & Report
• Designed a distributed candidate generation pipeline with MPI, achieving 22× speedup. see Repository & Report

Super-Resolution Convolutional Neural Network

• Deployed deep CNN on FPGA to accelerate low-resolution to high-resolution image reconstruction. see Repository

Cloud-Based Housing Affordability from Social Media

• Built a serverless cloud analytics pipeline to ingest and analyze large-scale Reddit and Mastodon data. see Repository
• Integrated CI/CD (GitLab) for automated deployment and scalable data processing

Distributed Bank System Snapshot

• Implemented Venkatesan’s incremental snapshot algorithm to capture globally consistent states with minimized control messages and full crash recovery. see Repository

Human vs Machine Text Classifier

• Developed a 4-layer neural network with 17K-dimensional input to classify AI-generated vs. human-written text across imbalanced domains, achieving 96.5% accuracy and 0.82 macro-F1. see Repository

Voice-based querying of social media data collections using the MCP and LLM

• Built a voice-based querying system connecting APIs and LLMs via the Model Context Protocol (MCP), allowing natural language access to social media data collections with LLM-based reasoning summaries . see Repository