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]