I am a B.Tech Computer Science (AI/ML) student focused on building practical AI applications using Machine Learning, Retrieval-Augmented Generation (RAG), and Backend Development.

My interest lies in transforming ideas into deployable products through intelligent automation, scalable APIs, and production-oriented AI workflows.

• Python

• FastAPI
• REST APIs

• Scikit-learn
• NumPy

• Retrieval-Augmented Generation (RAG)
• Prompt Engineering
• FAISS
• Vector Databases
• Tool Calling

• MongoDB
• SQLite

• Git
• GitHub
• Docker

• Data Structures
• Object-Oriented Programming
• API Design

A deployed Retrieval-Augmented Generation (RAG) system for document-based question answering.

• Built semantic search using FAISS and sentence embeddings
• Developed document ingestion and chunking pipelines
• Designed modular retrieval and response generation architecture
• Improved answer relevance through contextual retrieval
• Deployed using FastAPI and Docker

Python • FastAPI • FAISS • Sentence Transformers • Docker

https://ml-api-67j7.onrender.com/docs

https://github.com/Shadow-linux-png/rag-fastapi-assistant

A deployed machine learning system for detecting suspicious login behavior through anomaly detection.

• Implemented Isolation Forest-based anomaly detection
• Engineered behavioral features from login activity
• Built anomaly scoring and threshold-based detection
• Developed an interactive Streamlit dashboard
• Designed for security monitoring and anomaly visualization

Python • Scikit-learn • FastAPI • Streamlit

https://anomalydetection-geu44sjyunzueygohtzyu5.streamlit.app/

https://github.com/Shadow-linux-png/Anomaly_Detection

2024 – Present

• Built FastAPI-based machine learning applications and backend APIs
• Developed AI systems involving anomaly detection and document retrieval
• Integrated machine learning models with REST APIs for real-time inference
• Worked on end-to-end development, deployment, testing, and optimization

Computer Science & Engineering (AI/ML)

United Institute of Technology, Prayagraj

2023 – 2027

• Artificial Intelligence
• Machine Learning Systems
• Retrieval-Augmented Generation (RAG)
• Backend Development
• AI Agents
• API Engineering

📧 Email: as3061693@gmail.com

💻 GitHub: https://github.com/Shadow-linux-png

🔗 LinkedIn: https://www.linkedin.com/in/aryan-shukla-3821b135a/