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Mayank471/README.md

Typing SVG


     

⚡ About Me

const mayank = {
  location   : "IIT Jodhpur, Rajasthan 🇮🇳",
  degree     : "B.Tech — Computer Science & Engineering (2023–27)",
  cgpa       : 7.52,

  focus      : ["Backend Development", "AI/ML Systems", "Full-Stack Engineering"],
  currently  : ["Building scalable web platforms", "Exploring deep learning architectures",
                "Sharpening DSA with C++"],

  superpowers: {
    algorithms : "C++ · 400+ DSA problems · 150+ LeetCode",
    backend    : "Node.js · REST APIs · MongoDB",
    ai_ml      : "CNN · PCA · Scikit-learn · OpenCV",
    research   : "NLP pipelines · Audio synthesis · Image clustering",
  },

  jee        : { advanced: "AIR 2035 (Top 0.2%)", main: "AIR 7302 (Top 0.6%)" },
  contact    : "mayankdahiya8431@gmail.com",
  motto      : "Ship things. Learn fast. Build what matters.",
};

🔬 Research & Experience

Undergraduate Researcher — IIT Jodhpur  Jan 2025 – Apr 2025

Under Prof. Romi Banerjee, CSE Dept.

  • Engineered a multi-stage pipeline to analyze comic panels, extract text, and synthesize synchronized audio narrations — achieving 95% accuracy.
  • Programmatically merged 50+ audio clips into a coherent, seamless final narrative.

🚀 Projects

🖥️ ByteForge — Online Lab Platform   Jan 2025 – Apr 2025

Full-stack platform for managing coding and non-coding assignments with automated evaluation.

  • Handles 100+ concurrent users with real-time, sandboxed code execution via JDoodle API.
  • Instructors can upload 50+ problems with test cases; students get instant graded feedback.
  • Stack: Node.js · React.js · MongoDB · Tailwind CSS

🧠 Image Clustering using KD-Trees   Sept 2024 – Nov 2024

Custom KD-Tree implementation for high-dimensional image similarity search in C++.

  • Built a KD-Tree from scratch for fast indexing of 300 high-dimensional vectors.
  • Optimized nearest-neighbor search reducing query time by up to 84% vs. linear scan.
  • Stack: C++

🤖 Object Detection using PRML Techniques   Mar 2025 – May 2025

End-to-end image classification pipeline on CIFAR-10.

  • Applied PCA (90% variance retained) and benchmarked classical ML baselines.
  • Designed and trained a custom CNN from scratch, achieving 80% accuracy on CIFAR-10.
  • Stack: Python · NumPy · Scikit-learn · Matplotlib

🔢 Equation Solver using Cramer's Rule   Aug 2023 – Nov 2023

Numerical solver built entirely in C — no external math libraries.

  • Built a matrix parser and recursive determinant calculator supporting up to 10×10 systems.
  • Validated against a full test suite — 100% computational accuracy.
  • Stack: C

🛠️ Tech Stack

Languages

C++ C Python JavaScript

Web & Backend

Node.js Express React MongoDB Tailwind CSS

AI / ML

NumPy Pandas Scikit-learn OpenCV TensorFlow

Tools

Git VS Code Jupyter LaTeX Linux Docker


📊 GitHub Stats

 

🏆 Achievements

🎯 Achievement
🥇 JEE Advanced 2023 — AIR 2035 · Top 0.2% nationally
🥈 JEE Main 2023 — AIR 7302 · Top 0.6% nationally
📐 IOQM Qualifier — Indian Olympiad Qualifier in Mathematics (2022–23)
📊 Grade A- in Probability, Statistics & Stochastic Processes @ IIT Jodhpur
💻 400+ DSA problems solved overall · 150+ LeetCode

🎖️ Positions of Responsibility

  • Assistant Head, E-Cell — Directed entrepreneurship workshops for 200+ students; drove increased participation in campus startup initiatives.
  • Team Coordinator, Esports Club — Managed BGMI tournaments for 50+ participants; led regular practice sessions.
  • Assistant Head, Ignus — Led a Krafton-sponsored gaming event; coordinated logistics, promotions & match operations for 300+ participants.

📈 Contribution Graph


"Engineering solutions that speak for themselves."

Open to internships, research collabs, and dev opportunities — let's build something impactful!


 



Pinned Loading

  1. image2speech-comics image2speech-comics Public

    Jupyter Notebook 2

  2. KD-TreeImageClustering KD-TreeImageClustering Public

    Forked from nk1044/KDTreeImageClustering

    Hierarchical Clustering for Image Recognition Using KD-Trees

    C++

  3. Object_detection_PRML Object_detection_PRML Public

    Forked from Sidharth8100/Object_detection_PRML

    Contains the files of PRML project: Object Detection

    Jupyter Notebook

  4. Online-Lab-Platform Online-Lab-Platform Public

    JavaScript 4

  5. Striver-A2Z Striver-A2Z Public

    C++