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cogniera/README.md

Hi, I’m Paarth

Computer Engineering @ University of Waterloo

Focused on AI systems, retrieval architectures, and high-performance ML.

💻 Tech Stack

Languages

TypeScript JavaScript Python CUDA

Frontend

React Next.js TailwindCSS

Backend

NodeJS FastAPI

ML / Data

TensorFlow Keras NumPy Pandas scikit-learn JAX

Cloud / Deployment

Vercel Google Cloud Netlify Microsoft Azure

Certifications

  • Getting Started with Advanced Computing with Nvidia CUDA C++ (Certificate)
  • Deep Learning Specialization by Andrew NG (Certificate)
  • Microsoft Certified : Azure Fundamentals (Certificate)
  • Microsoft Certified : Azure AI Fundamentals (Certificate)

Currently Deepening

Deep Learning (CNNs, RNNs, Transformers)

Distributed training & systems design

JAX / XLA / low-level ML performance

CUDA C++ , Nsight Systems , Nsight Compute

Research Interests

Retrieval-Augmented Generation

Model efficiency & scaling laws

Distributed training systems

AI infrastructure

What I Care About

Measurable performance

Clean abstractions

Failure analysis

Engineering depth

Reach Me

LinkedIn: (LinkedIn)

Email: (paarths376@gmail.com)

X: (X)

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