Resources Tech Life Academic
Hello, I'm

Albert

A student who loves building things with code,
exploring technology, and chasing the horizon.

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01

Resources & Sharing

Curated content, tutorials, and insights I find valuable.

Tech Sharing

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AI Coding

7 articles · OS, Linux, Git, Claude Code, Deployment

LLM Inference

Coming soon · vLLM, Quantization, Optimization

Academic

Research papers and academic resources

Curated

Interesting finds and useful tools
02

Tech & Building

I love coding, building things, and diving deep into technology.

NVIDIA

LLM Inference

Optimizing large language model deployment through advanced inference techniques. Tensor parallelism, quantization, and memory management for production-scale systems.

vLLMTritonTensorRTONNXPyTorch
Agent

AI Agent Development

Designing autonomous agents with persistent memory and decision-making capabilities. Implementing stateful architectures for complex task execution.

LangChainVector DatabasesState ManagementPython
Cloud

Full Stack Development

Developing scalable applications with FastAPI and Next.js. API design, database architecture, and cloud infrastructure deployment.

FastAPINext.jsTypeScriptDockerAWS
03

Life & Interests

Beyond the screen — moments that make life colorful.

Music

From Taylor Swift's storytelling to the timeless compositions of Mozart, Bach, and Brahms. Music that resonates across generations — whether it's lyrics that stay with you or symphonies that transcend time.

Baking

Creating sweetness in the kitchen. The art of transforming simple ingredients into something magical.

Coffee

The ritual of brewing, the aroma of beans, and the comfort of a perfect cup.

Tennis

The rhythm of the court, the precision of each stroke, and the joy of movement.

"The real voyage of discovery consists not in seeking new landscapes, but in having new eyes."

— Marcel Proust
04

Academic Journey

My path through learning, research, and growth.

Foundation

Building the Core

Programming & Development
Computer Science Fundamentals
Machine Learning & AI
Research

Projects & Discoveries

  • LLM Model Collapse Further Research - Investigating degradation patterns in iterative training and mitigation strategies
  • Open-Vocabulary Camouflaged Object Detection and Segmentation - Computer vision systems for detecting hidden objects in complex environments
  • Enhanced Nano-vLLM - Optimized inference engine for resource-constrained environments
Next

Future Horizons

  • LLM Inference Optimized for AI Agents Reasoning - Advanced inference techniques for enhanced agent decision-making and multi-step reasoning capabilities

Research Interests

LLM Inference Model Optimization Quantization vLLM Transformer Architecture Memory Management GPU Acceleration Edge Computation