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Single-Cell RNA-seq Analysis of Bone Marrow Dataset Using Scanpy: This repository reproduces a complete scRNA-seq analysis pipeline using the Scanpy library on a modified bone marrow dataset (originally from CZI). The workflow includes preprocessing, normalization, clustering, marker-based annotation, and biological interpretation.
Enterprise-grade training data curation bot for LLM fine-tuning using Decodo and Python automation. It provides an async, modular pipeline for document loading, preprocessing, task-specific data generation (Q&A, summarization, classification), quality evaluation, and dataset export — all through a unified API.
An AI-powered resume and job description matching application using natural language processing and machine learning techniques. This application provides intelligent analysis of resume-job compatibility with detailed scoring and recommendations.
this was a academic project that showcase my pre&post ML model knowledge such as, data collection, data preprocessing, AI model training( ML) and finetune the model
This project is an end-to-end MLOps pipeline for a network security system that detects phishing and malicious activities using machine learning. It automates data ingestion, preprocessing, model training, and deployment while leveraging AWS S3 for model storage and GitHub Actions for CI/CD. The system includes realtime monitoring & a web interface
Explore your favorite anime with this interactive search app! 🚀 This project leverages Weaviate for vector search and Gradio for a seamless user interface. Using embeddings from a custom anime dataset, you can perform quick and accurate similarity searches for anime titles