Pujolaras User

Built a structured knowledge base covering machine learning, large language models, operating systems, distributed systems, algorithms, and computer vision. Reproduced selected research implementations to deepen understanding of modern AI architectures.

Performed manual security reviews of Solidity smart contracts to identify common vulnerabilities including access-control flaws, arithmetic issues, and reentrancy risks. Applied structured code analysis and debugging techniques to evaluate software correctness and security.

Built a multi-agent simulation platform using FastAPI, LangGraph, Qwen, React, and Next.js for collaborative decision-making during supply chain disruptions. Developed autonomous agent workflows for negotiation, scenario analysis, and decision support.

Reimplemented a guided diffusion model for one-dimensional trajectory generation in PyTorch based on published research. Built a Temporal Residual U-Net together with training, DDIM sampling, and evaluation pipelines in Google Colab.

Developed a full-stack OSINT dashboard using React, Vite, TypeScript, Express, and Node.js to aggregate live BBC World RSS news feeds. Implemented automated event classification by category and severity using rule-based analysis and keyword extraction.

Pursuing a Bachelor of Computer Science with coursework in data structures, algorithms, software engineering, and artificial intelligence fundamentals.