Akshay Pachaar
61 posts published
Building Blocks of LLMs: Tokenization and Embeddings
LLMOps Crash Course Part 2 (MLOps/LLMOps Phase-II).
· Avi Chawla
A Practical Deep Dive Into Memory Optimization for Agentic Systems (Part C)
AI Agents Crash Course—Part 17 (with implementation).
· Avi Chawla
A Practical Deep Dive Into Memory Optimization for Agentic Systems (Part B)
AI Agents Crash Course—Part 16 (with implementation).
· Avi Chawla
Foundations of AI Engineering and LLMs
LLMOps Crash Course Part 1 (MLOps/LLMOps Phase-II).
· Avi Chawla
A Practical Guide to Integrate Evaluation and Observability into LLM Apps
A comprehensive guide to Opik, an open-source LLM evaluation and observability framework.
· Avi Chawla
CI/CD Workflows
MLOps and LLMOps Crash Course—Part 18.
· Avi Chawla
Monitoring and Observability (Part B)
MLOps and LLMOps Crash Course—Part 17.
· Avi Chawla
A Practical Deep Dive Into Memory Optimization for Agentic Systems (Part A)
AI Agents Crash Course—Part 15 (with implementation).
· Avi Chawla
Monitoring and Observability (Part A)
MLOps and LLMOps Crash Course—Part 16.
· Avi Chawla
Model Deployment (Part E)
MLOps and LLMOps Crash Course—Part 15.
· Avi Chawla
Model Deployment (Part D)
MLOps and LLMOps Crash Course—Part 14.
· Avi Chawla
Model Deployment (Part C)
MLOps and LLMOps Crash Course—Part 13.
· Avi Chawla
Model Deployment (Part B)
MLOps and LLMOps Crash Course—Part 12.
· Avi Chawla
Model Deployment (Part A)
MLOps and LLMOps Crash Course—Part 11.
· Avi Chawla
Model Development and Optimization (Part C)
MLOps and LLMOps Crash Course—Part 10.
· Avi Chawla
Model Development and Optimization (Part B)
MLOps and LLMOps Crash Course—Part 9.
· Avi Chawla
Model Development and Optimization (Part A)
MLOps and LLMOps Crash Course—Part 8.
· Avi Chawla
Data and Pipeline Engineering-Part C (With Implementation)
MLOps and LLMOps Crash Course—Part 7.
· Avi Chawla
Data and Pipeline Engineering—Part B (With Implementation)
MLOps and LLMOps Crash Course—Part 6.
· Avi Chawla
Data and Pipeline Engineering—Part A (With Implementation)
MLOps and LLMOps Crash Course—Part 5.
· Avi Chawla
Reproducibility and Versioning in ML Systems—Part B (With Implementation)
MLOps and LLMOps Course—Part 4.
· Avi Chawla
Reproducibility and Versioning in ML Systems—Part A (With Implementation)
MLOps and LLMOps Crash Course—Part 3.
· Avi Chawla
The Machine Learning System Lifecycle
MLOps and LLMOps Crash Course—Part 2.
· Avi Chawla
Background and Foundations for ML in Production
MLOps and LLMOps Crash Course—Part 1.
· Avi Chawla
Building a Full-Fledged Research Assistant with MCP and LangGraph
Model context protocol crash course—Part 9.
· Avi Chawla
A Free Mini Crash Course on AI Agents!
..powered with MCP + Tools + Memory + Observability.
· Avi Chawla
Practical MCP Integration with 4 Popular Agentic Frameworks
Model context protocol crash course—Part 8.
· Avi Chawla
Testing, Security, and Sandboxing in MCPs (Part B)
Model context protocol crash course—Part 7.
· Avi Chawla
Testing, Security and Sandboxing in MCPs (Part A)
Model context protocol crash course—Part 6.
· Avi Chawla
Integrating Sampling into MCP Workflows
Model context protocol crash course—Part 5.
· Avi Chawla