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prushorth90/README.md

Hi 👋 I'm Mani Prushorth

About Me 💫:

Software Engineer with a May 2025 Master's in Computer Science from the University of Southern California. Passionate about Software Engineering, Object-Oriented Design, Full Stack Development, Data Science,Gen AI, AI and Machine Learning.

What I'm Up To 🚀

  • Trying to build my own LLMs to learn about pre training and post training phases. Checkout this repo: https://github.com/prushorth90/llm_playground
  • Tokenizers: BPE and TikToken from OpenAI
  • Transformer blocks with Multi head Self Attention and Feed Forward networks
  • Exploring LLM RAG, LangChain, Hugging Face, VectorDB, Pinecone, Weaviate, Agentic AI

Check out my coding portfolio!

🌐 Connect with me:

Email: prushort@usc.edu LinkedIn YouTube

Awards and Certifications:

Sony Event Prize Award AWS Cloud Practioner

💻 Tech Stack:

Languages: Python Java JavaScript SQL C++ TypeScript Swift Kotlin Rust

Frontend and Mobile HTML5 CSS ReactJS Angular Vue.js

Backend NodeJS Spring Boot Django PostgreSQL GraphQL

AI and Data Engineering TensorFlow Pandas NumPy OpenAI Meta Llama Amazon SageMaker

Cloud and Dev Ops Git AWS Google Cloud Azure Docker

Pinned Loading

  1. Realtor-Zillow-Google-Chrome-Extension Realtor-Zillow-Google-Chrome-Extension Public

    Full stack Google Chrome Extension which shows nearby places for any house property on Realtor and Zillow. Technologies: React TypeScript Node.js Express.js GCP Material UI Jest

    TypeScript

  2. CursorWave CursorWave Public

    Agentic AI Assistant Voice driven browsing for 15 actions by leveraging LLMs to convert natural language voice input into JSON schema actions that are passed into Java Selenium protocol.

    Java

  3. melodyChain melodyChain Public

    Full stack Generative AI Audio App which uses RAG architecture to enhance user prompt to generate audio. Java, Spring Boot, LangChain, HuggingFace, PineCone, AWS BedRock, AWSSageMaker, JavaScript

    JavaScript

  4. Book-Club-Recommender-Web-App Book-Club-Recommender-Web-App Public

    Full stack group web app project for a students to organize book clubs and see recommendations based on their interests. Python, Django, AWS SQS, AWS SageMaker, Docker, React, JavaScript, PostgreSQL

    Python

  5. Holiday-Travel-Route-Planner-Mobile-App Holiday-Travel-Route-Planner-Mobile-App Public

    Full stack mobile app which lets users enter multiple locations and then get the most optimal route using VRP Algorithm. Python, Flask, Swift, Swift UI, PostgreSQL, AWS-RDS

    Swift

  6. crawl_web crawl_web Public

    Web crawler built using C++ , C and Hadoop.The crawler processes large-scale web data by leveraging the horizontal scalability of a Hadoop cluster and the low-level efficiency of native code.

    C++