Blog & Articles

Insights, tutorials, and thoughts on Machine Learning, Agentic AI, and building intelligent systems.

Technical Deep Dives LinkedIn

DeepScope Architecture - Data Visualization Pipeline

2025 12 min read

Deep Scope: Data Visualization and Manifold Learning

A comprehensive analysis of distance-based manifold learning, t-SNE/UMAP dimensionality reduction, and multi-metric approaches for high-dimensional data visualization.

Manifold Learning t-SNE/UMAP Data Visualization

2025 15 min read

Kernel Trick and HNSW Vector Databases for Efficient Classification

Exploring how kernel methods transform non-linearly separable problems and how HNSW graphs enable efficient nearest neighbor search in high-dimensional spaces.

Kernel Methods HNSW Vector DB SVM

Business & Product Tailoredia

DeepScope - Data Visualization and Manifold Learning

Feb 27, 2025 12 min read

DeepScope: Unlocking Business Insights from Raw Data

How manifold learning with t-SNE/UMAP and transformer embeddings transforms complex high-dimensional data into actionable customer strategies.

Manifold Learning t-SNE/UMAP Analytics Business Intelligence

Feb 4, 2025 6 min read

Semandjic: The Missing Link Between LLMs and Django

A Django library that elegantly solves handling complex, nested data structures from LLMs in Django applications.

Django LLM Python

Coming Soon

Building Production-Ready Agentic AI Systems

A practical guide to designing, implementing, and deploying multi-agent systems for enterprise tasks.

Agentic AI Claude Code MAS

Coming Soon

GraphRAG: Beyond Traditional RAG

How knowledge graphs supercharge retrieval-augmented generation for complex queries and multi-hop reasoning.

RAG Knowledge Graphs LLM

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