I'm a Computer Science undergraduate (B.Tech CSE, CGPA: 9.16) who enjoys building full-stack MERN applications and AI-powered tools that actually solve problems, not just pass tutorials.

Right now I'm focused on:

• Shipping production-like web apps with proper auth, payments, and analytics.
• Integrating LLMs and Computer Vision into real workflows (finance, agri, debugging).
• Leveling up system design, DevOps, and DSA for serious backend / SWE roles.

Stack: MERN, Python, GenAI, JWT, CSV imports

• Built a personal finance platform to track 1000+ transactions, define savings goals, and send real-time budget alerts in a MERN-based dashboard. [file:62]
• Added JWT auth, bulk CSV import, analytics dashboards, and a Python-based GenAI assistant that summarizes spending and suggests optimizations. [file:62]
  👉 Repo: maryu0/Cash-Compass

Stack: MERN, Node.js, MongoDB, Computer Vision (CNN)

• Built an agricultural assistance platform using MERN for plant disease detection and advisory flows for crop health. [file:62]
• Trained and integrated a CNN on leaf images, achieving ~92% test accuracy and serving predictions via a web API. [file:62]
  👉 Repo: maryu0/Vriddhi

Stack: Next.js, Groq Llama 3.3, TypeScript/JavaScript

• Built an AI-powered error debugging assistant that ingests error logs and generates ranked solution suggestions with confidence scores using Groq Llama 3.3. [file:62]
• Implemented tagging, search/filter over past analyses, exportable Markdown/Text reports, and solution tracking to mark which fixes actually resolved issues. [file:62]
  👉 Repo: maryu0/FailSense
  👉 Live: https://fail-sense-oebrcn3dh-maryus-projects-db28d80b.vercel.app/

Stack: Node.js, Express, MongoDB, Pug

• Engineered a tour booking platform with JWT auth, server-side rendering using Pug, and RESTful APIs following MVC patterns. [file:62]
• Used MongoDB Aggregation and geospatial queries for tour statistics and map-based search; integrated Stripe payments and image uploads. [file:62]
  👉 Repo: maryu0/Natours

Languages:
JavaScript (ES6+) • Python • C++ • Java

Web & Backend:
React • Next.js • Node.js • Express.js • REST APIs • MongoDB • HTML • CSS

AI / ML:
CNNs • Computer Vision • Generative AI (LLM chatbots) • classical ML

Cloud & DevOps:
Oracle Cloud (OCI) • Docker • Kubernetes (basic) • CI/CD pipelines

Tools & Other:
Git • GitHub • VS Code

Certifications:

• OCI 2025 DevOps Professional
• OCI 2025 Generative AI Professional

• Deeper React/Next.js patterns for scalable frontends.
• Better backend design (auth, logging, observability, error handling).
• DSA & problem solving for SWE/FAANG-style interviews.

• Collaborating on full-stack or AI-powered tools (especially debugging, finance, or developer tooling).
• Contributing to open-source in MERN / Node / GenAI ecosystems.
• Internships or part-time SWE roles where I can own features end-to-end.

• Email: maryu.3738@gmail.com
• LinkedIn: Ayush Kumar

If you’re a recruiter/engineer checking my profile: start with Cash-Compass, Vriddhi, and FailSense. Those three best represent what I can do right now. [file:62][web:69][web:71]