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SuyashSalvi/README.md

πŸ‘‹ Hey there, I'm Suyash Salvi!

Typing SVG

πŸš€ Master’s in Computer Science & Engineering @ Santa Clara University, California
πŸ’‘ Passionate about Scalable Architectures, Software Optimization, and AI
🎯 Experienced in tackling complex challenges and building user-centered solutions
🌎 Open to collaborations in AI, Cloud Computing, and Full-Stack Development


πŸ“œ Publications & Certifications


πŸ› οΈ Tech Stack & Expertise

πŸš€ Programming Languages

Java Python JavaScript TypeScript C++ C# Go Ruby

πŸ—οΈ Backend Frameworks

Spring Boot Node.js Express.js Django Ruby on Rails ASP.NET

🎨 Frontend Frameworks & Libraries

React Next.js Angular TailwindCSS

πŸ—„οΈ Databases

PostgreSQL MySQL MongoDB Redis

🧠 Machine Learning & AI

TensorFlow PyTorch Keras OpenCV

☁️ Cloud & DevOps

AWS GCP Azure Docker Kubernetes


🌟 Latest Projects

πŸ“Œ MLB Prospect Prediction using Google Cloud AI

πŸš€ Overview
This project focuses on predicting the future performance of MLB players (prospects) using Google Cloud AI (Vertex AI AutoML). It utilizes historical home run data, player stats, and performance metrics to predict Wins Above Replacement (WAR) based on Exit Velocity, Hit Distance, and Launch Angle.

πŸ’‘ Key Features
βœ… Full-stack web app using Next.js + Tailwind CSS for seamless user interaction
βœ… AutoML Model trained using Google Cloud Vertex AI
βœ… Cloud-based deployment for real-time predictions

πŸ›  Tech Stack

  • Programming: Python, JavaScript (React.js, Next.js)
  • Cloud: Google Cloud Platform (GCP)
  • ML Frameworks: Vertex AI AutoML
  • Frontend: Next.js, Tailwind CSS
  • Backend: Node.js
  • Storage: Google Cloud Storage (GCS)

πŸ”— Project Repo


πŸ“Œ P2P File Sharing System

πŸš€ Overview
A decentralized peer-to-peer (P2P) file-sharing system that enables secure and efficient file transfers without relying on a central server. The project integrates key distributed system concepts such as gossip protocols, leader election, fault tolerance, and stabilization mechanisms.

πŸ’‘ Key Features
βœ… Decentralized architecture with dynamic peer connections
βœ… Gossip Protocol for propagating peer information
βœ… Leader Election using Ring Algorithm
βœ… Efficient file chunking and transfer
βœ… Fault tolerance with auto-reassignment of lost files

πŸ›  Tech Stack

  • Language: C++
  • Networking: Boost.Asio for efficient peer communication
  • Concurrency: Multithreading for scalable operations

πŸ”— Project Repo


πŸ“Œ Personalized Learning Assistant for Complex Topics

πŸš€ Overview
An AI-powered learning tool designed to help users master complex topics with ease. Using Snowflake Cortex AI and Mistral LLM, it provides customized learning experiences through summaries, guides, FAQs, and quizzes.

πŸ’‘ Key Features
βœ… Personalized learning paths (Beginner, Intermediate, Expert)
βœ… Semantic search for retrieving relevant educational material
βœ… AI-powered quiz generation
βœ… Interactive UI with Streamlit

πŸ›  Tech Stack

  • AI Models: Snowflake Cortex AI, Mistral LLM
  • Frontend: Streamlit
  • NLP: Sentence-Transformers
  • Data Processing: PDFMiner for extracting text from PDFs

πŸ”— Project Repo


πŸ“Š GitHub Stats & Activity

GitHub Streak


🌐 Connect With Me

πŸ’Œ Let’s connect and collaborate to create technology that makes a meaningful impact! πŸš€πŸ”₯

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  1. Selection-of-Optimal-team-based-on-players-performance Selection-of-Optimal-team-based-on-players-performance Public

    Python

  2. whatsapp-mern whatsapp-mern Public

  3. Meet Meet Public

    JavaScript

  4. booking_sysytem_backend booking_sysytem_backend Public

    Go

  5. Pac-Man_AI Pac-Man_AI Public

    Python

  6. real-estate real-estate Public

    JavaScript