General Tech
• 12m read
Beyond Cosine Similarity
Retrieval Engineering with Luminary: Discover how to avoid the prototype trap and build robust, local-first AI apps with Luminary.
Blog
Technical deep-dives, systems architecture, and project walkthroughs.
Project Series
1 Article
Luminary Chronicles
An ongoing journal chronicling the architecture, RAG design, and releases for Luminary — a local-first learning cockpit.
Luminary Project
• 7m read
Flow — Experience the Library, Through Luminary
Luminary intends to transform your learning into an immersive library experience with new integrations and workflows designed to inspire your next chapter.
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Series Part
ML Foundations
• 9m read
Micrograd
Explore automatic differentiation and tiny neural networks using the micrograd framework to grasp how models learn. Learning and interpretations of Andrej Karpathy's micro-grad tutorial.
GenAI & RAG
• 4m read
Building Bookmate: Open Source AI Library Assistant
A deep dive into building a self-hosted RAG application to converse with your personal book library, covering hybrid search, agents, MCP, and evaluation strategies.
General Tech
• 1m read
Welcome to my Engineering Blog
A space where I share insights on Data Platform Engineering, Streaming Pipelines, and Generative AI.
GenAI & RAG
• 1m read
Comprehending Vector Search (LLM) - A2
Understanding the role of vector databases and semantic search in modern AI applications.
GenAI & RAG
• 1m read
Comprehending RAGs (LLM) - A1
A foundational look at Retrieval-Augmented Generation systems.
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