ARTICLE LIBRARY
#LLM ARCHITECTURE
How I built five progressive PyTorch notebooks that evolve from a tiny embedding-plus-linear language model into a full decoder-only transformer with causal attention.
#AGENTIC SYSTEMS
How I engineered a modular multi-agent architecture where specialized agents collaborate, reason, retrieve memory, and self-correct.
#PLATFORM ENGINEERING
How I built an automated LinkedIn job intelligence platform that saves students 10+ hours weekly through scraping, enrichment, and static data delivery.
#SYSTEM DESIGN
How I engineered a low-latency URL shortener with collision-safe IDs, indexed lookups, async analytics, and stateless auth.
#RAG ARCHITECTURE
A practical look at short-term and long-term memory design for production LLM systems.