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RufinaM03/README.md

Hi, I'm Rufina 👋

AI • Cloud • Full-Stack Projects

I build practical software ideas — from AI/ML experiments and LLM APIs
to backend systems, cloud deployments, and working project demos.

Learning by building, breaking, fixing, and shipping.

About Me

I'm a final-year Integrated M.Tech CSE student interested in building useful, real-world software systems.
My work usually sits around AI applications, backend development, cloud deployment, and data-driven systems.

I enjoy taking rough ideas and turning them into working prototypes with clean documentation and practical demos.

Tech Stack

Programming & Backend

Python FastAPI Flask Node.js

Frontend & Full Stack

React Bootstrap Tailwind CSS Next.js JavaScript

AI, LLM & Data

LangChain pgvector

Databases & Tools

PostgreSQL SQL NoSQL Firebase Git

AWS Services I Have Worked With

AWS AWS Lambda Amazon S3 Amazon EC2 Amazon ECR IAM Secrets Manager Amazon Cognito AWS Amplify

I have worked with AWS services through backend/API deployment, authentication, storage, container registry, access management, and cloud-based project demos.

View AWS / Cloud Experience Letter

Trying Out the Basics

LLMOps Kubernetes Prometheus Grafana

Currently learning the basics of LLMOps, Kubernetes, Prometheus, and Grafana to better understand deployment, monitoring, and production-ready AI systems.

Badges

AWS Academy Cloud Foundations Badge



Open Source Connect Global Contributor Badge

Open Source Journey

I’m starting to explore open-source work — learning how real projects are built, how contributors collaborate, and how to make meaningful contributions step by step.

Building at the intersection of curiosity, passion, and impact!

Pinned Loading

  1. Design-of-a-Modular-and-Privacy-Aware-Land-Registration-System-on-Ethereum Design-of-a-Modular-and-Privacy-Aware-Land-Registration-System-on-Ethereum Public

    JavaScript 2

  2. Real-Time-Driver-Monitoring-Application-Using-CNN-And-Fuzzy-Logic Real-Time-Driver-Monitoring-Application-Using-CNN-And-Fuzzy-Logic Public

    I have developed a Driver Monitoring System in March 2025, leveraging CNNs, Fuzzy Logic, MediaPipe, and Computer Vision for real-time detection of driver drowsiness and distraction from video streams.

    Jupyter Notebook

  3. beyond-the-pass beyond-the-pass Public

    Vehicle inspection follow-up prioritization using MOT data, machine learning, FastAPI, React, and AWS ECS, with automated CI/CD.

    Python

  4. EphemeralDB EphemeralDB Public

    Python

  5. HydroAST-GNN-GIS-Integrated-Spatio-Temporal-Graph-Neural-Network-for-GroundWater-Level-Prediction HydroAST-GNN-GIS-Integrated-Spatio-Temporal-Graph-Neural-Network-for-GroundWater-Level-Prediction Public

    Python

  6. Simple-Todos-Blaze-Enhanced Simple-Todos-Blaze-Enhanced Public

    Enhanced Meteor Blaze Todo application with task categories, drag-and-drop reordering, modern UI and authentication.

    JavaScript 1