May 23, 2025
Foundations for a Fluid, AI-Augmented Mind-Mapping System
Creative thinking is nonlinear, associative, and often emergent. Yet most tools constrain us to rigid lists, boxes, and outlines.
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May 13, 2025
Design Engineering meets LLMs
A new design paradigm is emerging where engineering meets language models — shifting from deterministic problem-solving to collaborative, interpretive dialogue with hybrid intelligence.
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May 4, 2025
From Entities to Edges: NER and the Shape of Knowledge
This essay explores how Named Entity Recognition (NER) transforms raw text into structured meaning — and how, when paired with knowledge graphs, it reveals the hidden architecture of language. From identifying entities to connecting them, we uncover how language becomes a web of relationships machines can navigate, reason with, and grow from.
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June 23, 2025
The Utility of a Reverse Proxy in AI Inference Orchestration
Designed a scalable AI inference pipeline with Python and Go, combining FastAPI for model serving and a Go-based reverse proxy for orchestration. Implemented modular stages: preprocessing, tokenization, inference, postprocessing, and monitoring. Enabled secure, observable, and resilient AI delivery with centralized routing, load balancing, and metrics instrumentation.
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June 23, 2025
The role of SQS in AI platform scaling
Designed a scalable AI inference pipeline with Python and Go, combining FastAPI for model serving and a Go-based reverse proxy for orchestration. Implemented modular stages: preprocessing, tokenization, inference, postprocessing, and monitoring. Enabled secure, observable, and resilient AI delivery with centralized routing, load balancing, and metrics instrumentation.
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