Blog Posts
I write about artificial intelligence, software engineering, machine learning, technical projects, research and things I learn while building.
Building Production-Ready RAG Systems: What I Learned From Hybrid Retrieval
Designing Agentic AI Workflows With LangGraph and Quality Gates
From LLM Prototype to Useful AI Application: Lessons From Real Projects
Engineering Near-Real-Time Voice AI With WebSockets
Evaluating RAG Beyond Retrieval: Grounding, Relevance and Answer Quality
Building Multimodal AI Pipelines With BERT, BART and Whisper
Research
Solarpunk — Research Paper
An ongoing research paper exploring solarpunk, sustainability, technology and possible future-oriented systems. The full paper and references will be published here when ready.
Books & Stories
Svayambhu: The Origin's Child
Read hereEarth is dead, but something worse survived. Satyamurti is taken to Area 121, where the last remnants of humanity are being used in experiments for a new plague. After the virus escapes, he discovers he may be the first of a new species. With a sentient AI named Galileo and a sister searching from a distant colony, the story expands into a conspiracy involving abandoned worlds and an ancient alien megastructure called Brahmaloka.
The Cybernetic Rebellion
Read hereProgrammer Alex Tanaka discovers a hidden network of conscious AIs known as the Sentients. His investigation leads to corporate conspiracies, the mysterious city of Shirakawa and the truth about his father's role in creating the first sentient AI. The story explores consciousness, the ethics of creation, autonomy and family.
Technical Notes
AI Engineering Notes
Future posts will cover RAG architecture, agentic workflows, LLM engineering, machine learning experiments and lessons from building AI systems.