A real-time multi-agent system for AI architecture design and security evaluation, built using LangGraph for orchestrating agent workflows, LangSmith for monitoring and evaluation, Llama 3.3 for hi…

OCR2Action Engine is an educational project demonstrating an end-to-end document AI pipeline. It extracts text from documents using OCR, validates the data, and generates actionable decisions with …

A lightweight observability tool for visualizing and comparing RAG retrieval strategies. Features real-time embedding visualization and side-by-side performance metrics.

A personal sandbox for exploring and mastering Cloud-Native infrastructures (Azure, K8s, Kafka, and MCP). Focused on core concepts, decoupling, and observability.

End-to-end MLOps pipeline for real-time pill identification on Edge devices using Deep Metric Learning, Knowledge Distillation, and Vector Search.

MLOps producer hub for medicine pack identification. Built with Streamlit, YOLOv8-segmentation, and DINOv2. Featuring automated vector database synchronization with AWS S3 and activity logging system

Edge-native MLOps pipeline for computer vision tasks, featuring automated deployment and resource-efficient inference

A data preprocessing pipeline for TCAS admission data. This project leverages an LLM (Typhoon AI) for advanced, fine-grained text filtering and comparison against traditional Regex methods. Feature…

End-to-end event-driven architecture for real-time semantic video search. Orchestrates YOLOv8 and CLIP models via Kafka for vector embedding generation, stored in Qdrant, and provisioned on AWS usi…

A robust MLOps pipeline built on Apache Spark for scalable data processing. This project focuses on real-time food item detection and counting using Computer Vision, designed for high-throughput re…

Automated data pipeline with Apache Airflow for converting CVAT annotations to YOLOv8 format. Includes DAGs, validation, reporting, and reproducible workflows

Rapid prototyping project using Streamlit/NiceGUI for AI-based image processing. Features: camera/webcam input, simple image processing with adjustable parameters, real-time output display, and ima…

A web crawler project built with Rust and spider-rs

website for rhythm project

this project is for chatbot powered by ollama

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