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abhi20sc/README.md

Hi, I'm Abhijith Pradeep

🎓 BEng Systems Engineering at the University of Warwick (First Class Honours)

🎓 Incoming MSc Applied Computational Science & Engineering (ACSE) at Imperial College London

I'm interested in machine learning, quantitative research, computer vision, and intelligent systems. My work spans research, algorithm development, data analysis, and engineering applications.

Technical Skills

Languages: Python, C++, SQL, MATLAB

ML & Data: PyTorch, TensorFlow, OpenCV, NumPy, Pandas, SciPy

Engineering: MATLAB/Simulink, Arduino, Fusion 360, Ansys

Experience

  • Quantitative Analyst @ Maverick SMF
  • Coding Analyst @ Outlier AI
  • Instrumentation & Control Intern @ SBM Offshore
  • App Development Intern @ University of Warwick

Research

📄 Baseline vs Exploratory Deep Learning Video Models for Driver Drowsiness Detection: A Multi-Dataset Evaluation
Accepted at ICECET 2026 — forthcoming in IEEE Xplore. (Code & details)

Connect

📧 abhijith.pradeep@outlook.com

💼 LinkedIn: linkedin.com/in/abhijith-pradeep

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  1. drowsiness-detection-deep-learning drowsiness-detection-deep-learning Public

    Vision-based driver drowsiness detection — deep learning pipeline (CNN-GRU, MAR fusion, PERCLOS baselines)

    Jupyter Notebook 1

  2. gesture-recognition-tictactoe gesture-recognition-tictactoe Public

    Hand gesture recognition & gesture-controlled tic-tac-toe — ResNet-18 transfer learning + classical CV (MATLAB)

    MATLAB 1

  3. control-systems-pid-design control-systems-pid-design Public

    Control systems design — PID & lead compensator for a Quanser rotary pendulum (MATLAB/Simulink)

    MATLAB 1

  4. mars-drone-landing-kalman-control mars-drone-landing-kalman-control Public

    Mars drone landing simulation — Kalman filtering & control (Jupyter/Python)

    Jupyter Notebook 1

  5. biomedical-systems-modelling biomedical-systems-modelling Public

    Biomedical systems modelling — compartmental pharmacokinetics & respiratory ventilation (MATLAB)

    MATLAB 1

  6. 2d-truss-analysis-app 2d-truss-analysis-app Public

    Developed a MATLAB App Designer tool for 2D structural analysis using the stiffness matrix method. Implemented finite element calculations to determine nodal displacements, internal member forces, …

    MATLAB 1