end-to-end ml pipeline for predicting industrial equipment failures from sensor telemetry. uses autoencoder-based anomaly detection, feature engineering on time-series data, apache airflow for orchestration, and mlflow for experiment tracking and model versioning.

python · autoencoders · apache airflow · mlflow · pytorch

agentic cli tool for automated application and infrastructure security analysis. autonomous agents handle threat modelling, cve mapping, and remediation suggestion across codebases and deployment configs.

python · llms · security · cli

multi-agent knowledge answering system with specialised agents for documents, apis, databases, and web sources. implements task routing, short-term memory, and tool-based reasoning across heterogeneous data sources.

python · langchain · rag · multi-agent · chromadb

mcp server bridging personal whatsapp accounts with ai clients via a go binary (whatsmeow) and python flask api. supports text, image, video, audio, and document messaging, full chat history retrieval, and full-text message search across local sqlite storage.

go · python · flask · whatsmeow · sqlite · mcp

powershell tool that removes 40+ pre-installed bloatware apps, disables telemetry and cortana, strips bing from windows search, and declutters the taskbar and file explorer on windows 10/11. supports preset and granular modes with full rollback via registry files.

powershell · batch · windows 10/11 · registry