Technical deep-dives, architecture patterns, and lessons learned from building production systems.
A complete guide to homomorphic encryption using Microsoft SEAL. Learn Ring-LWE security, SEAL parameters (poly_modulus, coeff_modulus, plain_modulus), scale factors, and BFV vs CKKS schemes.
A deep exploration of Intel's Advanced Matrix Extensions. How tile-based operations differ from vector processing, the role of BF16, and how oneDNN bridges hardware and software for AI inference.
A comprehensive guide to implementing advanced contextual retrieval using VLLM for efficient LLM inference and LlamaIndex for robust data indexing. Solve the context loss problem in RAG systems.
Mastering asynchronous task processing with Celery, Redis, and RabbitMQ for high-throughput distributed systems.
Deploying and scaling containerized applications on AWS with ECS Fargate for zero-infrastructure management.