About

Hey, I am Justin. I love building end-to-end systems across software and hardware, with a focus on AI products and efficient computing.

On the software side, I co-founded MediumAI and led R&D from prototype to production, including RAG pipelines for multilingual medical transcription and documentation. I have shipped and operated services with Docker, Kubernetes, Azure (AKS), and CI/CD, and I plan delivery using GitHub and Jira. I also interested in parallel computing and machine learing training, played around CNN and MLP in my previous projects.

On the hardware side, I design RTL for attention accelerators and 2D systolic arrays, and I run synthesis and PnR flows with Synopsys Design Compiler and Cadence Innovus. I also build embedded systems that integrate IMU, LiDAR, and depth cameras, and I led PCB design for a wearable 3D scanning device. Additionaly, I also tried PCB design flow and PCBA on my bachelor capstone and IEEE SB activites.

You can check out my full expeience on experience tab. Also I wrote notes on website for my personal interest.

I am interested in roles that connect system architecture, AI software, and hardware.

See full experience

Latest Projects

Build, integration and research

Quad-Core Attention Accelerator

Quad-Core Attention Accelerator

Mar 22, 2026

Quad-core Verilog attention accelerator with adaptive core grouping, double-buffered memory loading, sparsity-aware B1/B2 filtering, and published RTL-to-physical-design evidence.
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Consent-Based LLM-OSINT Pipeline

Consent-Based LLM-OSINT Pipeline

Mar 04, 2026

An end-to-end agentic pipeline that compiles structured, citation-grounded person profiles from public data using LLMs, MCP tooling, and graph-based normalization
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Cluster Status

Snapshot of pi-cluster health.

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Gallery

Photos and quick notes.

Latest Writings

Reflections, logs and writing.