Simanta Das

Machine Learning Researcher

High School Student

I love coding, researching, and exploring the beauty of nature.

contact me

Introduction

About me

Hey there! I’m a high school student with a deep passion for technology, particularly AI and machine learning. I thrive on problem-solving and innovation, always looking for ways to create meaningful solutions through code.

My journey in AI has led me to participate in hackathons, work on projects that address real-world issues, and contribute to research in deep learning optimization.

Looking ahead, I’m eager to pursue my undergraduate studies in China at prestigious institutions like Tsinghua University or Peking University or University of Science and Technology of China (USTC) or Zhejiang University, in South Korea at Seoul National University (SNU) or KAIST or POSTECH or even in top European countries.

The pursuit of knowledge and innovation is what drives me, and I am committed to making meaningful contributions in the field.

I also have a deep appreciation for Chinese culture (especially the ancient culture) and the beautiful melodies of Chinese songs. They’ve always given me a sense of peace and joy into my life. :)

  • Libraries

    Libraries

    PyTorch, Tensorflow, Numpy, Pandas, Matplotlib, Scikit-learn, OpenCV

  • Education

    Education

    Currently pursuing Higher Secondary Education

  • Interests

    Interests

    Listening to songs, watching historical series, coding, reading introversion books, exploring nature, observing people quietly :)

    My ECAs

    Things I've been into

    My extracurricular activities (ECAs) focus on a spirit of research, leading impactful projects, and building a comprehensive understanding of both theory and practical application in AI and technology.

    Research

    Wrote a CS paper on optimizing deep learning models using 9 algorithms across 3 CNNs and datasets; currently undergoing journal publication. Completed a 13-layer encryption system project and drafting its paper. Also researching a survey on Explainable AI (XAI). Future interests include Neural Architecture Search (NAS).

    Coursework

    Completed various courses, including the 'Machine Learning Specialization' from Stanford University, and many others from platforms like Coursera, FreeCodeCamp, Forage, Harvard Online, and FutureLearn, enhancing my skills in machine learning, data science, and software development.

    Virtual Experience

    Completed multiple job simulations on the Forage platform, including a Data Science job simulation with BCG X and a Data Analytics job simulation with Quantium. Gained hands-on experience in data analysis, customer analytics, and presenting insights for strategic decision-making through tasks like EDA, feature engineering, and report creation.

    Accomplishments

    Won the VOX ASTRA International Hackathon organised by EQHacks and earned the Emerald Honor. My project, EcoTrack AI, was featured on the EQHacks website.

    My Projects

    Projects I've been up to

    Explore my latest projects, each driven by a strong focus on societal impact, healthcare innovation, and education-centered solutions. Some are still in progress, so this list will grow as they evolve—stay tuned!

    FootballVision AI

    An AI-powered tool for analyzing football matches using computer vision to track player movements, ball trajectory, and generate tactical insights.

    Computer VisionDeep LearningPythonOpenCVPyTorch
    Read more

    EcoTrack AI

    A smart environmental tracking system that allows users to report waste, collect waste, and earn rewards while promoting a cleaner environment.

    PythonGemini AINext.js (React)TypeScriptNeon (PostgreSQL)
    Read more

    EduForge AI

    An advanced platform that helps users generate and manage personalized online educational content using AI, transforming user data into structured course outlines with Gemini API integration.

    Next.jsGemini AIClerkReactFirebaseTailwind CSS
    Read more

    SimCare

    SimCare is an interactive clinical simulation platform that builds diagnostic skills through real-time, data-driven scenarios—bridging the training gap in healthcare with practical, affordable education.

    SvelteKitTypeScriptTailwindCSSThree.jsGSAPMelt UI
    Read more

    Connect me

    Connect with me

    If you'd like to get in touch, feel free to use the contact form below. You can also find my social accounts in the footer.

    madmaxsecondac@gmail.com

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