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aaryanraj0123/README.md

Aaryan Raj

Backend & AI Engineer β€’ Scalable Systems β€’ ML & LLM Applications


πŸš€ About

Engineer focused on building production-grade backend systems and intelligent ML/LLM-powered applications.

  • Scalable API architecture
  • Secure authentication & RBAC
  • Transaction-safe database design
  • End-to-end ML pipelines
  • AI-driven application engineering

Currently deepening expertise in distributed systems, LLM engineering, and high-performance backend architecture.

πŸ“« raj.0123.aaryan.work@gmail.com


πŸ›  Core Stack

βš™ Backend Engineering

Python β€’ FastAPI β€’ Async SQLAlchemy β€’ PostgreSQL β€’ Alembic
JWT (OAuth2) β€’ Argon2 β€’ REST APIs β€’ Transaction Management
Docker β€’ Clean Architecture

πŸ€– AI / ML / LLM Engineering

Scikit-learn β€’ XGBoost β€’ Pandas β€’ NumPy
MLflow β€’ SHAP β€’ Model Deployment with FastAPI
RAG Concepts β€’ Vector Search Fundamentals

🌐 Application Layer

JavaScript (ES6+) β€’ React.js
API Integration β€’ State Management Basics

🧱 Infrastructure & Tools

Docker β€’ Linux β€’ Git β€’ Redis


πŸ“Œ Selected Projects

πŸ₯ Production-Grade Hospital Appointment & Management System

Tech Stack: Python, FastAPI, PostgreSQL, Async SQLAlchemy, Alembic, JWT (OAuth2), Argon2, Pydantic, Docker

  • Designed scalable backend architecture with modular service layers
  • Implemented JWT authentication & role-based access control (Patient/Doctor/Admin)
  • Built concurrency-safe appointment booking engine preventing double bookings
  • Designed normalized relational schema with optimized indexing
  • Integrated Alembic for production-grade database migrations
  • Structured for extensibility (caching, background jobs, audit logs)

πŸ” Blog API with Role-Based Access

  • Secure JWT authentication
  • RBAC authorization model
  • Relational schema with foreign keys
  • Aggregation queries & pagination
  • Clean modular backend architecture

πŸ€– Customer Churn Prediction Pipeline

  • Modular ML pipeline (Ingestion β†’ Validation β†’ Training β†’ Deployment)
  • Model comparison (Logistic Regression, RandomForest, XGBoost)
  • MLflow experiment tracking
  • SHAP explainability
  • FastAPI real-time inference API

πŸ“Š GitHub


🧠 LeetCode


🌐 Connect

LinkedIn

Building real systems. Scaling intelligently. πŸš€

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