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mayankmalik263/README.md

Hi, I'm Mayank Malik πŸ‘‹

AI/ML Engineering student | Builder | Community Leader

B.Tech CSE (AI/ML) @ UPES Dehradun Β· Class of 2028

Currently interning at NewCycl β€” building Rawbin, an electric home composting device β€” while pursuing the Data Science & AI Program by IIT Roorkee E&ICT Academy (March–November 2026).

I like building things that combine technical depth with real-world usability: ML systems, full-stack platforms, and the communities that grow around them.


🌐 Connect

Portfolio LinkedIn Email


πŸ”­ What I'm Working On

  • MASS β€” Multi-Agent Startup Simulator β€” building a multi-agent system where specialized AI agents (CEO, Marketing, Finance, Product, Sales) collaborate to turn a single startup idea into a full business strategy
  • System Design + DSA in Java β€” learning scalable architecture patterns and sharpening algorithmic thinking through hands-on Java implementation
  • Full-Stack Development β€” building real projects with and without AI assistance, covering both MERN and modern Next.js patterns

πŸ’» Tech Stack

Languages

Python JavaScript TypeScript C C++ Java SQL Bash Script

Frameworks & Libraries

React Next JS NodeJS FastAPI Capacitor TailwindCSS

AI / ML

scikit-learn XGBoost Pandas NumPy Matplotlib

Databases & Cloud

MySQL MongoDB Supabase Firebase

Tools

Git GitHub Vite Canva


πŸš€ Featured Projects

A multi-agent system that simulates a real startup team from a single idea. Specialized agents β€” CEO, Marketing, Finance, Product, and Sales β€” debate and coordinate to produce a complete business strategy including plans, pricing, roadmaps, and go-to-market output. Built as a hands-on experiment in multi-agent architecture and systems thinking.

Python Multi-Agent Systems GenAI


Freelance project β€” production-ready ordering platform for a live food brand. Features real-time order tracking, push notifications, a dual-menu system with automatic stall activation during college events, and a full admin dashboard. Has processed 100+ live orders without major operational issues.

React TypeScript Supabase Capacitor Tailwind Vite


Clean, minimal portfolio built with Next.js 14 (App Router), Tailwind CSS, and Shadcn UI. Features a serverless markdown blog via gray-matter and next-mdx-remote, a contact form via Resend, and full responsive + dark mode support. Deployed on Vercel.

Next.js TypeScript Tailwind Shadcn UI Resend


Physics-aware Discrete Event Simulation framework using SimPy that models Slotted ALOHA and CSMA/CA protocols. A Random Forest classifier dynamically selects the optimal MAC protocol in real time. Reduced collision rates to approximately 0.29% under 17,000+ packets/sec stress tests.

Python SimPy Random Forest scikit-learn


End-to-end ML pipeline classifying Delhi NCR Air Quality Index into health-risk categories using XGBoost. Improved accuracy from ~57% to 98% through data harmonization and hyperparameter optimization. Includes an interactive CLI for real-time prediction.

Python XGBoost scikit-learn Pandas


Algorithmic trading bot for the IMC Prosperity challenge. Implements safe mid-price handling, dynamic execution thresholds, and queue-priority logic for profitable trade execution.

Python Algorithmic Trading


Custom 2D game engine built from scratch featuring a complete Entity Component System, batch rendering with OpenGL, an integrated Dear ImGui editor with docking, JBox2D physics, and GSON-based scene serialization.

Java OpenGL JBox2D


πŸ“Š GitHub Stats


πŸŽ– Recognition

  • Intern @ NewCycl β€” building Rawbin, an electric home composting IoT device (June 2026)
  • PR & Sponsorship Head β€” UPES IET Community + IEEE Computational Intelligence Society Student Chapter
  • Lead Enabler & Senior Mentor β€” managing ~100 students across SAMARTH and SRIJAN programs at UPES
  • IIT Roorkee E&ICT Academy β€” Data Science & AI Program (March–November 2026)
  • Head Boy β€” Model School Rohtak, representing 1,160+ students (2023–2024)

✍️ Random Dev Quote


Profile Views

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  1. waffle-da-express waffle-da-express Public

    TypeScript

  2. Academic-OS-Web-app Academic-OS-Web-app Public

    TypeScript

  3. Portfolio-Website Portfolio-Website Public

    TypeScript

  4. ML-Enhanced-Dynamic-MAC-Protocol-Optimization ML-Enhanced-Dynamic-MAC-Protocol-Optimization Public

    Python

  5. ML-Framework-for-Air-Quality-Index-AQI-Classification ML-Framework-for-Air-Quality-Index-AQI-Classification Public

    Python

  6. IMC_Prosperity_Trading_Bot IMC_Prosperity_Trading_Bot Public

    Python