Abhishek Jha | Freelancer & ethical hacker

Personal Reflections & Tech Insights

Blogs

Aug 12, 2026 6 min read

Orchestrating LLM Workflows in Serverless

Building real-world LLM applications often means chaining multiple prompts, conditional logic, and retries. Serverless functions need orchestration to manage this state and complexity.

Aug 11, 2026 5 min read

Scaling Reinforcement Learning in Production

Moving RL agents from research to production brings unique challenges. It's not just about the model, but the entire system around it.

Jul 28, 2026 3 min read

Hierarchical Caching with Hierarchical Temporal Memory

Optimize AI model deployment with hierarchical caching and Hierarchical Temporal Memory.

Jul 27, 2026 2 min read

CI/CD for Large-Scale AI Models

Streamlining the deployment of complex AI models using cloud-native buildpacks and GitOps

Jul 27, 2026 2 min read

Real-Time AI & Voice Bots using WebSockets

Harnessing the power of real-time AI and voice bots with WebSockets, enabling seamless conversations and fast responses.

Jul 27, 2026 2 min read

Hierarchical Caching and Data Versioning for Optimized AI Model Deployment

Learn how hierarchical caching and data versioning can improve AI model deployment efficiency and reduce latency.

Jul 27, 2026 2 min read

Event-Driven AI Pipelines with Serverless Architecture

An event-driven AI pipeline with serverless architecture is a powerful combination that can improve scalability, reliability, and cost-effectiveness.

Jul 27, 2026 2 min read

Jobs vs Schedulers

Choosing the right work manager between Jobs and Schedulers in your application

Jul 25, 2026 5 min read

Feature Stores Bridge ML Training and Serving

Feature stores solve the messy problem of managing, transforming, and serving features consistently for machine learning models, bridging the gap between training and production inference.

Blogs

Abhishek's AI Clone