Building a Production-Style ML Model Registry
TODO: draftA practical note on model versions, artifacts, metrics, and serving boundaries.
ML Infra FastAPI Evaluation
Writing
Technical notes, research reflections, and longer-form essays on AI systems, machine learning, quantum computing, and learning.
Engineering Notes
Planned essays and notes are listed here as placeholders until full Markdown/MDX posts are added.
Agentic RAG with LangGraph: Design Notes from ContextForge
TODO: outlineWorkflow boundaries, retrieval quality, tool calls, and grounded answer design.
RAG LangGraph Agents
Why RAG Evaluation Matters
TODO: draftNotes on retrieval quality, citation coverage, groundedness, and regression tests.
RAG Evaluation
Walk-Forward Validation for Financial ML
TODO: plannedHow temporal validation, costs, and baselines keep experiments honest.
Financial ML Backtesting
Research Notes
Planned essays and notes are listed here as placeholders until full Markdown/MDX posts are added.
Tensor Networks for Machine Learning
TODO: plannedA bridge note between tensor decompositions, physics intuition, and ML models.
Tensor Networks ML
Notes on Quantum State Preparation
TODO: plannedEncoding choices, circuit costs, and why simple examples matter.
QML Quantum Computing
QML Experiments and Failure Modes
TODO: notesA running checklist for interpreting quantum ML experiments carefully.
QML Research
Reflections
Planned essays and notes are listed here as placeholders until full Markdown/MDX posts are added.
From Physics to AI Engineering
TODO: essayA personal reflection on changing problem styles without losing scientific discipline.
Career Learning
Research, Uncertainty, and Building Taste
TODO: plannedThoughts on choosing problems, reading signals, and building better technical judgment.
Research Judgment
Technical Imagination and Science Fiction
TODO: plannedA lighter note on how speculative ideas shape engineering taste.
Writing Science Fiction