Closing the gap between copy-pasting shell one-liners and actually understanding Bash — scripting, pipes, quoting, and the text tools that make the terminal a superpower.

BashLinuxshellscriptinglearning

Updated Aug 3, 2026

AI Agent with LlamaIndex

In progress

Building a tool-calling AI agent that reasons in a loop — deciding when to search, query a database, or hit an API — using LlamaIndex's agent framework.

LLMAI agentstool-callingLlamaIndexPythonAI

Updated Aug 3, 2026

Fine-Tuning with LoRA & QLoRA

In progress

Fine-tuning an open-source LLM on a single GPU using parameter-efficient methods — LoRA adapters and 4-bit QLoRA — to learn how model customisation actually works.

LLMfine-tuningLoRAQLoRAPyTorchAI

Updated Aug 3, 2026

Onboard

In progress

Multi-tenant SaaS for employee onboarding — per-team templates, per-hire editable cases, and a role-scoped permission layer built strictly test-first.

C#.NETReactPostgreSQL

Updated Aug 3, 2026

RAG From Scratch

In progress

Building a retrieval-augmented generation pipeline by hand — chunking, embeddings, vector search, and grounded answers with citations — no black-box framework.

LLMRAGPythonembeddingspgvectorAI

Updated Aug 3, 2026

Zendesk Azure DevOps CAB Linear Bridge

In progress

Azure Function that fans a Zendesk support ticket out into an Azure DevOps CAB work item and a Linear issue, then writes both links back as an internal note.

JavaScriptAzureautomation

Updated Jun 30, 2026