AltoTech · LLM systems
AI assistants that run on premises
LoRA fine-tuning, hybrid retrieval, and agent evaluation for a building energy management assistant.
289 evaluation cases · 32k-token training inputs
Read the engineering summary →Open to AI / ML internships · 2027
AI engineering · LLMs · Computer vision
Computer Science and Design undergraduate at the Singapore University of Technology and Design (SUTD), on a full scholarship. Three AI internships spanning on-premises assistants, computer vision, and production medical imaging.
Python / PyTorch / LoRA / RAG / CUDA
Engineering in practice
AltoTech · LLM systems
LoRA fine-tuning, hybrid retrieval, and agent evaluation for a building energy management assistant.
289 evaluation cases · 32k-token training inputs
Read the engineering summary →Meticuly · Medical imaging
Built a CT classification pipeline for CraNeXt and benchmarked eight models on accuracy, speed, and size.
99.4% body-region accuracy · 321 of 323 predictions
Read the engineering summary →Aug 2026 – Sep 2026
LoRA fine-tuning of a 30B language model, hybrid RAG and agent evaluation for an AI assistant that runs fully on-premises.
Jun 2026 – Aug 2026
Store open/close detection for an AI CCTV monitoring system (YOLO, OCR), and floor-plan segmentation baselines.
Jun 2025 – May 2026
CT classification pipeline for the production CraNeXt system, and X-ray landmark detection trained on the LANTA Supercomputer.
2026
2025
2025
2024
2024