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ashwin1596/README.md

Hi there, I'm Ashwin 👋

About Me

  • 🌱 Passionate about building software that solves real-world problems with impact.
  • 🎓 Master’s in Computer Science from Rochester Institute of Technology (GPA: 3.97).
  • 🤖 Specialized in Artificial Intelligence, with focus on deep learning, model optimization, and systems.
  • 💡 Strong foundation in backend systems, distributed architectures, and applied machine learning.
  • 📬 You can reach me at: [email protected]

Projects

Python C++ nVIDIA

A high-performance deep learning framework specifically designed to solve complex graph optimization challenges in machine learning, enabling researchers and developers to build more efficient and precise neural network models.


PyTorch Python MLflow

Scalable DNN verification systems ensuring model robustness and smooth production deployment through cross-functional collaboration across ML and engineering teams.


PostgreSQL MongoDB Python Pandas SQL Jupyter Apriori

This project analyzes over a million NYC taxi trips by designing and comparing relational and document-based models. It applies indexing strategies and data mining techniques to extract insights and evaluate database performance.


Python gRPC Distributed Hash Table

A peer-to-peer distributed storage platform enhancing data accessibility, scalability, and fault tolerance while eliminating single points of failure. (In-Progress)


Python

A high-performance network traffic management system that optimizes server resource utilization and request processing.


Python

A dynamic network routing protocol that optimizes path selection and prevents routing inefficiencies in complex network environments.


Python

A robust network communication protocol that enhances data transmission reliability and network efficiency.


React Node.js Express.js MongoDB Docker Kubernetes

A smart purchase planner built with the MERN stack, helping users track, categorize, and prioritize purchases to reduce unnecessary spending.


React Three.js TailwindCSS Vite

An interactive digital portfolio leveraging immersive web technologies to showcase skills dynamically, going beyond traditional static resumes.


Java

A Java-based automated theorem proving system for Propositional and First-Order Logic using unification algorithms and dual resolution strategies.


Java

A Java-based optimal pathfinding system using the A* algorithm for real-time navigation across complex terrains with movement constraints.

Pinned Loading

  1. deepL deepL Public

    Cuda

  2. purchase_planner purchase_planner Public

    JavaScript 1

  3. tcp tcp Public

    Python 1

  4. portfolio-website portfolio-website Public

    JavaScript

  5. routing_protocol routing_protocol Public

    Python 1

  6. load_balancer load_balancer Public

    Python 1