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Sharayu1418/README.md

Hello, I'm Sharayu Rasal

👨‍💻 Building Intelligent & Scalable Systems! 💡

Software Engineer | Full-Stack Developer | Applied AI Engineer | Cloud & DevOps Enthusiast
Python • Django • React • FastAPI • PyTorch • AWS • Docker • Kubernetes


I'm a Computer Science Master's student at the New York University with a passion for building full-stack applications and scalable, production-ready AI systems. I thrive on solving real-world problems at the intersection of distributed systems, MLOps, and product engineering.


  • 🚀   I love building and deploying end-to-end AI/ML applications.
  • ☁️   I'm passionate about cloud infrastructure and building efficient, scalable backends.
  • 💬   Actively seeking Software Engineer (SDE) & Applied AI new grad roles for 2026.

Featured Projects

I believe in learning by building. Here are a few projects I've built from the ground up.

SmartCache AI

A full-stack AI content recommender for users in low-connectivity areas. I built the entire system, including a Django REST backend, React frontend, and a Redis/Celery task pipeline to run a cosine-similarity model and proactively cache content on AWS S3.

Python Django React PostgreSQL Redis Celery AWS

View on GitHub →

Efficient NLP: LoRA-RoBERTa

Proved that high-accuracy AI can be highly efficient. I fine-tuned a RoBERTa model using LoRA (94.6% accuracy with 0.7% of parameters). I then architected a production-ready FastAPI inference stack, containerized it with Docker, and delivered sub-150ms predictions.

Python PyTorch LoRA FastAPI Docker MLOps

View on GitHub →

Multimodal Depression Detection

A real-time screening platform that analyzes complex, multimodal data. The system combines insights from text (Logistic Regression), physiological signals (1D CNN for HRV), and facial emotions (CNN). I engineered the data-processing pipelines for low-latency inference.

Python TensorFlow OpenCV Scikit-learn FastAPI

View on GitHub →


My Toolkit

Languages

Python JavaScript TypeScript C++ SQL

Backend & APIs

Django FastAPI Node.js Flask REST APIs

Frontend

React HTML5 CSS3 Bootstrap

AI / ML / Data

PyTorch TensorFlow HuggingFace Scikit-learn OpenCV Pandas

Cloud & DevOps

AWS Docker Kubernetes

Databases & Caching

PostgreSQL MongoDB MySQL Redis


⚡ Fun Fact

When I'm not coding, you can find me leading technical workshops or trying to find the best cup of coffee in NYC!


Let's Connect

LinkedIn Email

Popular repositories Loading

  1. multimodal-mental-health multimodal-mental-health Public

    An integrated multimodal machine learning framework that combines facial emotion recognition, heart rate variability (HRV)–based stress detection, and PHQ-9 questionnaire analysis to provide holist…

    HTML 2 1

  2. SmartCache-AI SmartCache-AI Public

    Python 1 1

  3. Leetcode-Submissions Leetcode-Submissions Public

    Python

  4. DeepLearning-MiniProject1 DeepLearning-MiniProject1 Public

    Deep Learning Mini Project - ResNet for CIFAR-10

    Jupyter Notebook

  5. bill-ieve-it bill-ieve-it Public

    bill-ieve-it is a web application designed to provide real-time updates and tracking for bills in the United States Congress. Built using React, Firebase, and Firestore, this app enables users to …

    TypeScript

  6. The-Domestic-Help-App The-Domestic-Help-App Public

    A web application that connects domestic workers with customers for job opportunities. Features include job posting, worker applications, job matching, notifications (email/SMS), and a rating syste…

    TypeScript