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AaronCherian404/README.md

Hey, I'm Aaron Mano Cherian

🎯 About Me

I'm a research-oriented Computer Engineering Graduate student with experience in Artificial Intelligence and Embedded Software, seeking to develop hardware-software co-designed systems for real-world applications. My work lives at the intersection of embedded systems, neural network optimization, and edge computing bringing datacenter-level intelligence into devices that fit in your pocket.

LinkedIn Email Portfolio

MS Computer Engineering @ Columbia University

Architecting the future of hardware-accelerated AI


Quick Facts:

  • 🔬 Published 2 papers at IEEE (ESCI & CONECCT) with a few more on the way!
  • 🏆 2-time "Chancellor's Special Achiever Award" recipient
  • 🗽 Department Representative & Student Council Member @ Columbia Univeristy representing 6000+ students
  • 🎓 Graduated 9.31/10 GPA from VIT, India
  • 🎤 Former President of the 1800-member Model UN Society @ VIT

🛠️ Tech Stack

AI/ML Frameworks

PyTorch TensorFlow TinyML

Languages

C C++ Python Java MATLAB

Hardware & RTL Design

Verilog SystemC SystemVerilog FPGA

Parallel Computing

CUDA OpenCL PyCUDA

Embedded & IoT

Arduino RTOS LoRa BLE

Cloud & DevOps

AWS GCP Docker Kubernetes


📫 Let's Connect!

I'm always excited to collaborate on projects involving hardware acceleration, edge AI, or IoT systems. Whether you're building interesting ML Models, optimizing neural networks, or just want to geek out about computer architecture—let's talk!

aaron.cherian@columbia.eduNew York, NY

Pinned Loading

  1. Chess-Engine-Implementing-NNUE-and-the-Negamax-Algorithm Chess-Engine-Implementing-NNUE-and-the-Negamax-Algorithm Public

    An innovative optimization of a computational model through the analogue of a chess engine, integrating NNUE with the Nega-Max search algorithm. Our developed chess engine demonstrated comparable p…

    Python 2

  2. CMKD-in-Edge-AI CMKD-in-Edge-AI Public

    This patent-pending work pioneers a cross-modal knowledge distillation framework optimized for edge AI deployment, integrating modality-specific compression and lightweight feature alignment techni…

    Python 1

  3. Smart-Parking-System Smart-Parking-System Public

    This project implements a Smart Parking System using Arduino, ESP32, and Blynk for real-time parking slot monitoring. The system helps manage parking space availability efficiently by integrating I…

    C++

  4. SHM_RetaskingAlgo_Analysis SHM_RetaskingAlgo_Analysis Public

    Developed a Structural Health Monitoring (SHM) system utilizing a Re-Tasking algorithm to achieve self-healing capabilities in sensor networks and edge devices.

    Python

  5. Emotion-Recognition-from-EEG-A-Hybrid-Approach-Using-Autoencoders-and-LSTM Emotion-Recognition-from-EEG-A-Hybrid-Approach-Using-Autoencoders-and-LSTM Public

    This project presents a novel hybrid deep learning architecture for EEG-based emotion recognition that combines Stacked Autoencoders (SAE), Long Short-Term Memory (LSTM) networks, and temporal sequ…

    1

  6. Financial-Equality-Website-Congruence Financial-Equality-Website-Congruence Public

    "Congruence" is an innovative digital platform designed to address financial disparities and promote inclusive access to financial services.

    Python 1