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Pranavv157/README.md

Hi I'm Pranav | Backend / Data Science / MLE (Aspiring)

πŸš€ Project Portfolio

I am a backend-focused engineer with hands-on experience in Scalable backend systems,machine Learning and GenAI applications. My projects demonstrate real-world system design, data-driven decision making, and production-grade backend engineering.


βš™οΈ Backend Engineering Projects

Financial Ledger System

Tech: Python (Django), Django REST Framework, PostgreSQL, Redis (queue), Celery (async tasks)

πŸ”— Repository: Link

Distributed-Job-Queue-System

Tech: Python (Django), PostgreSQL, Redis (queue), Celery (async tasks)

πŸ”— Repository: Link

Rate Limiting & Abuse Detection System

Tech: Django, Redis, System Design

πŸ”— Repository: Link

Job Portal Backend System

Tech: Django, REST APIs, SQL, Authentication, RBAC

πŸ”— Repository: Link


πŸ“Š Data Science / Machine Learning

Real Time Fraud Detection System

Tech: Python, XGBoost, Scikit-learn, MLflow, FastAPI, Streamlit, Docker

πŸ”— Repository: Link

Customer Churn Prediction System

Tech: Python, Pandas, Scikit-Learn, Streamlit

πŸ”— Repository: Link


πŸ€– Generative AI / LLM Projects

GenAI Document Chat System

Tech: LLMs, Embeddings, Vector Search, Python

πŸ”— Repository: Link


🎯 Core Skills Highlight

  • Backend Development: Django, REST APIs, Redis, SQL
  • System Design: Rate limiting, abuse detection, scalability patterns
  • Data Science: EDA, ML pipelines, predictive modeling
  • GenAI: LLMs, embeddings, vector databases, RAG
  • Engineering Practices: Clean architecture, modular design, production thinking

βœ” Real-world problem statements βœ” Backend-heavy, scalable systems βœ” ML + GenAI with practical business use cases βœ” Clean, readable, recruiter-friendly structure


Popular repositories Loading

  1. Rate-Limiting-Abuse-Detection-System Rate-Limiting-Abuse-Detection-System Public

    Python 1

  2. Financial-ledger-system Financial-ledger-system Public

    Python 1

  3. Customer-Churn-Prediction-ML Customer-Churn-Prediction-ML Public

    Simple end-to-end churn prediction using Streamlit and Machine Learning.

    Jupyter Notebook

  4. Pranavv157 Pranavv157 Public

    My Data Science, Machine Learning and AI Projects Portfolio

  5. Django-Learning Django-Learning Public

    Python

  6. job_portal job_portal Public

    HTML