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#ai-engineering

8 posts

LLM & IntegrationMarch 8, 20269 min
GLM-4.7 Deep Dive: 358B MoE, 200K Context, $0.60/M Tokens
Zhipu AI's GLM-4.7 explained: 358B MoE architecture, 200K-token context, multimodal inputs, and $0.60 in / $2.20 out per million tokens on Z.ai.
AI & Machine LearningFebruary 25, 202611 min
ML Engineer Career Path 2026: Skills & Pay
The ML engineer path in 2026: skills (PyTorch 2.11, TensorFlow 2.21), salaries ($202k total in US), certifications, and a strategic 12-month roadmap.
AI & Machine LearningFebruary 11, 20269 min
Mastering RNN Sequence Modeling: From Theory to Production
RNN sequence modeling: vanilla RNN, LSTM, GRU. Architecture, training pitfalls, and when to reach for RNNs vs. Transformers in text, audio, and time series.
Career & GrowthFebruary 6, 20269 min
AI Career Roadmap 2026: Skills, Tools & Real-World Pathways
A complete 2026 roadmap for building a successful AI career — from foundational skills to real-world applications, tools, and growth strategies.
LLM & IntegrationFebruary 6, 202610 min
Mastering Context Window Optimization for LLMs
Learn how to optimize context windows for large language models — from token efficiency and retrieval strategies to production scalability and monitoring.
LLM & IntegrationJanuary 27, 20269 min
LLM Fundamentals Guide: From Tokens to Transformations
LLM fundamentals: tokens, embeddings, attention, and fine-tuning — how transformer models actually produce text and where each component earns its compute.
AI & Machine LearningJanuary 1, 202610 min
MLOps Fundamentals Guide: From Model to Production
MLOps fundamentals from model to production: data versioning, CI/CD for ML, monitoring, retraining, and the tools (DVC, MLflow, Kubeflow) that tie it together.
LLM & IntegrationSeptember 23, 20257 min
Mastering Fine-Tuning of Large Language Models: From Basics to Advanced Techniques
Fine-tuning LLMs in 2026: LoRA, QLoRA, adapters, PEFT, evaluation, and the data-prep pipeline that decides whether fine-tuning actually helps your domain.

Every post in #ai-engineering (8)