Blog
Practical insights on AI/ML deployment, product management, and advanced analytics.
Building a Technical Support Bot: Lessons from the RAG Design
· 8 min read
RAG LLM vector-search retrieval AI-engineering
Fine-Tuning Lessons from the Trenches: What 30+ Experiments Taught Me About Training LLMs
· 21 min read
fine-tuning LLM RLHF DPO GRPO machine-learning
From Sequential to Router Agents: Three Architectures for Agent AI Systems
· 5 min read
agents LLM architecture multi-agent AI-engineering
How Smart Is a Local LLM, Really? My Weekend Experiment on the MacBook M4 Max
· 3 min read
llm local-llm apple-silicon mlx ollama ai
Claude Code: How Subagents, Tools, and Skills Fit Together
· 2 min read
claude-code ai-tools subagents skills mcp
The Next Evolution of AI-Assisted Coding: Specialized Agent with Claude Code Plugins
· 3 min read
ai coding claude plugins agents developer-tools