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  • New York City
  • 02:33 (UTC -04:00)

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FaizalJnu/README.md

Hi there, I'm Faizal Rahman 👋

MSCS Graduate Student @ NYU Tandon | Machine Learning & Systems Engineer

Building high-performance AI pipelines at the edge and in the cloud.

LinkedIn Email GSoC

🚀 About Me

I am a Master's student at NYU specializing in Machine Learning Systems and Edge AI. My engineering philosophy focuses on bridging the gap between research models and production deployment. I build systems that are latency-sensitive, memory-safe, and scalable.

  • 🔭 Currently working on: Real-time video analytics using NVIDIA DeepStream & C++.
  • 💼 Experience: IT Technology Intern @ NYU, ML Intern @ Novixpert, GSoC Contributor @ NRNB.
  • 🌱 Learning: Advanced CUDA optimization and Distributed Systems.
  • ⚡ Core Stack: C++, Python, PyTorch, AWS, Docker.

🛠 Technical Stack

High-Performance & Edge AI

C++ CUDA PyTorch OpenCV Jetson

Cloud & Infrastructure

AWS Docker Linux Git FastAPI

Languages & Data

Python Pandas NumPy JS SQL

📂 Featured Engineering Projects

Project Stack Description
Edge-AI Facial Recognition C++ DeepStream AWS 30+ FPS pipeline on Jetson Nano using custom GStreamer plugins and Zero-Copy memory transfer.
Autonomous Navigation RL PyTorch PPO CUDA Deep Reinforcement Learning agent optimized with vectorized environments for robot navigation.
Cloud-Native Automation AWS Lambda Svelte Python Serverless microservices to automate university data workflows, reducing admin overhead by 90%.
GSoC 2024 Contribution Python Open Source Modernized genomic data pipelines for the National Resource for Network Biology (NRNB).

Pinned Loading

  1. Self-Driving-Car Self-Driving-Car Public

    Creating a self driving car ai that learns using RL and DQL to maneuver its surroundings.

    Python 1 1

  2. Landing-AI Landing-AI Public

    Trying to implement an AI to land a rocket in Gymnasium successfully

    Jupyter Notebook

  3. Run-Infinity/RunInfinity Run-Infinity/RunInfinity Public

    This is the repository for the our group project based on VR. We'll continue this project further to be able to commercialize it as an app eventually.

    C# 5

  4. ADPS ADPS Public

    Autonomous Driving Perception System: Enhancing Safety and Efficiency through AI

    Jupyter Notebook 1

  5. Beeline-238 Beeline-238 Public

    Forked from Murali-group/Beeline

    BEELINE: evaluation of algorithms for gene regulatory network inference

    Python

  6. perfima perfima Public

    Python