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Pensieve

a collection of memories

Building Enterprise Computer Vision Systems: From Research to Production
Key architectural decisions and lessons learned from deploying face recognition and fish classification systems at scale in production environments.
Building Agentic AI Systems: From LLM Chains to Autonomous Policy Simulators
How we built an Agentic AI system for the Indonesian Ministry of Law to simulate and analyze the impact of new legal policies before enactment.
Building a RAG System with Django and Langchain
How to build a production-ready Retrieval-Augmented Generation system using Django as the backend and Langchain for orchestration.
Physics-Informed Neural Networks: Bridging Physics and Deep Learning
A deep dive into PINNs — how we combined physics engines with neural networks to predict ball trajectory in a hyper-realistic golf simulator.
Building a Real-World Asset Tokenization Platform with Django and Web3
Lessons learned from architecting Karpous — a hybrid centralized/decentralized platform for tokenizing real-world assets using Django and Web3.
Docker Compose Error
docker-compose version discrepancies
WordPress Publishing Error
Trying to create a simple post in WordPress