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Achievement: Pull SharkAchievement: YOLO

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Achievement: Pull SharkAchievement: YOLO

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swetank18/README.md

Hi 👋, I'm Swetank Kumar

🧠 About Me

  • 🎓 Computer Science undergraduate
  • 📐 Strong foundation in Linear Algebra, Probability, Statistics
  • 🧩 Interests: Quantitative Finance, Machine Learning, Competitive Programming
  • 🔬 Research-oriented mindset: model → experiment → evaluate
  • 🎯 Actively preparing for research & quant-oriented internships

📐 Quant & Research Focus

I enjoy working at the intersection of mathematics, computation, and modeling.

  • 📊 Quantitative Thinking

    • Random variables, distributions, expectation
    • Matrix methods, decompositions, optimization
    • Risk–return trade-offs and evaluation metrics

  • 🧠 Research Approach

    • Hypothesis → Model → Experiment → Analysis
    • Reading papers, reproducing results, extending ideas

maximize 𝔼[PnL]  subject to  Risk ≤ ε
Loss(θ) = 𝔼[(y − f(x; θ))²] + λ‖θ‖₂

🛠 Tech Stack

📊 GitHub Stats

GitHub Stats

📫 Connect

Build fundamentals. Think in models. Optimize later.

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  1. Brain-Tumor-Classification-Using-CNNs-MRI-Scans Brain-Tumor-Classification-Using-CNNs-MRI-Scans Public

    Python

  2. Interdomain-Group-C Interdomain-Group-C Public

    Forked from jayin-shresth/Interdomain-Group-C

    Autonomous Pipe exploration robot for sewage sample collection

    Python

  3. number_guessing_game number_guessing_game Public

    HTML

  4. PID-controller PID-controller Public

    Python

  5. sparc-rudra sparc-rudra Public

    CMake

  6. BIONEXUS BIONEXUS Public

    Python