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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Shark

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souvik0306/README.md

Hi, I'm Souvik!

I am a Graduate student in Electrical Engineering at the National University of Singapore. I hold a B.Tech in Electrical and Electronics Engineering from Vellore Institute of Technology, Chennai, and have previously worked as a Software Developer at QBlocks.

Before my graduate studies, I developed Deep Learning models for drones at Omnipresent Robot Technologies in New Delhi. Subsequently, I interned with PT Kaltim Prima Coal in Indonesia, where I led a UAV project that increased revenue by $1.26 million.

At VIT, I collaborated on AI, Robotics, and Electrical Engineering research projects with my professors. My accomplishments include placing 10th in the electric BAJA SAE competition, winning the Aerospace Quiz League, and contributing to open-source projects. I also participated in various community initiatives as a Student Member of the Youth Red Cross.

I am eager to contribute to innovative projects in AI, Robotics, and Aviation. If you share similar interests or have a project in mind, let's connect and explore the possibilities together.

📧 Email-ID :

  1. Personal - souvikdatta123@gmail.com

📫 Feel free to connect with me on -

LinkedIn

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  1. Book-Bot Book-Bot Public

    This is a robot with Barcode + QR Code scanning capabilities designed for collecting books and navigation across a campus. The robot will mould the use of Computer Vision for ensuring safe collecti…

    Python 5 3

  2. Jet-Engine-Health-Prediction Jet-Engine-Health-Prediction Public

    • Predicted Remaining Useful Life (RUL) for turbofan jet engines using a Random Forest Classifier Model. • Performed Exploratory Data Analysis on NASA’s Dataset and analyzed feature correlation usi…

    Jupyter Notebook 2 1

  3. Semantic-Segmentation-of-Satellite-Imagery Semantic-Segmentation-of-Satellite-Imagery Public

    • Devised a U-Net-based Image Segmentation Model for land cover analysis on 5 classes from LandCover Dataset. • Developed a network based on the ResNet34 Architecture and achieved 0.72 mean Interse…

    Jupyter Notebook 3 1

  4. Kalman-Filter Kalman-Filter Public

    • Developed Kalman Filter-based state estimation model for precise approximation & visualization of a robot’s state. • Attained an extremely low Mean Square Error of 2.8% & 1.1% for the robot’s pos…

    Jupyter Notebook 1

  5. Reinforcement-Learning-Robot Reinforcement-Learning-Robot Public

    • Programmed a quadruped robot to exhibit walking gait using PyTorch-based Reinforcement Learning model. • Optimized learning rate and other hyperparameters to marginally enhance Mean Reward of the…

    Python 1 1

  6. 3D-Point-Cloud-Map 3D-Point-Cloud-Map Public

    • Produced 3D point cloud data maps from 2D monocular RGB image-based depth maps using Open3D functions. • Exploited a PointNet based Object Detection model to classify 3D point cloud data with 81%…

    Jupyter Notebook 2 1