I build AI that ships.
— not just AI that demos.
Data pipelines, ML models, GenAI agents, full-stack apps, production deployment — I own the whole journey myself, end to end. And I teach everything I build to 1000+ students on YouTube.
Tools & Technologies I Work With
2+
Years of Experience
10+
Projects Shipped
6
Core Domains
1000+
Students Taught
I'm a data-to-product engineer who doesn't stop at training a model or writing an API. I take complete ownership of the entire journey: cleaning messy raw data, architecting high-accuracy ML/GenAI pipelines, wrapping them in high-throughput FastAPI and Next.js applications, and deploying them to production with proper containerization and CI/CD.
Beyond engineering production solutions, I teach everything I build. On YouTube as CodeWithMunnaX, I mentor 1,000+ developers through project-based, hands-on lessons in Machine Learning, Deep Learning, and Agentic AI workflows.
Data pipelines to deployed production product — not just notebooks.
30+ open-source repositories, full-stack apps, and production systems.
I teach what I build, explaining complex systems with absolute clarity.
Comfortable shipping quickly and improving continuously from feedback.
Data Scientist & Full-Stack AI Engineer
Production-tested capabilities across AI engineering, scalable data systems, and modern full-stack development.
Turning raw, messy data into structured, decision-ready insight.
Core Technologies
The full model lifecycle — from training to production deployment.
Core Technologies
LLM-powered apps and autonomous agents that get real work done.
Core Technologies
Shipping the model as a real product a user can actually open.
Core Technologies
Keeping everything I build running reliably in production.
Core Technologies
Breaking down what I build for 1000+ students on YouTube.
Core Technologies
Production-grade applications, intelligent multi-agent systems, and scalable full-stack products shipped to real users.
A full-stack vacation-rental marketplace with 48 stays: browse by category, search on a live price map, book with real availability checks, save wishlists and host your own listing.
Voxa AI: An advanced tutoring platform featuring voice interactions, document analysis, and conversational AI, powered by Next.js and FastAPI.
A comprehensive Quiz Management System built with Next.js (Frontend) and NestJS
End-to-end model development — from data preprocessing to training, evaluation, and deployment as an API.
Autonomous and tool-using agents built on top of LLMs for automation, research, and customer-facing workflows.
Production-ready web applications with a Next.js frontend, FastAPI/Node backend, and a proper database layer.
SQL-driven analysis and dashboards that turn raw data into decisions.
This course made learning practical and easy to understand. The concepts are explained clearly with real-world examples, hands-on projects, and step-by-step guidance. Highly recommended for anyone who wants to build strong skills and become job-ready.
What I liked most about this course is the balance between theory and practical learning. Every topic is explained step by step with clear examples, making even complex concepts easy to understand. It’s a great course for anyone looking to improve their skills and work on real-world projects
I teach Data Science, ML, and AI Engineering on YouTube — practical, project-based lessons instead of theory-only tutorials.
Full courses are live and free — watch them right here on the site, track your progress, and get a certificate when you finish.
1000+ students taught
Project-based lessons
Free courses, live now
NumPy Full Course 2026 | Python NumPy Tutorial for Data Science & Machine Learning (Beginner to Advanced) | CodeWithMunnaX
The real deployment setup behind this site — Nginx reverse proxy, PM2 process management, Let's Encrypt SSL, and running multiple projects on one EC2 box.
A no-fluff roadmap for learning data science without wasting months on the wrong things first — what matters early, what can wait, and what's mostly noise.
Why I pair a Next.js frontend with a FastAPI backend instead of going all-in on one framework, and how the two talk to each other in a real deployed app.
Live GitHub telemetry — real-time commit velocity, open-source repositories, and daily consistency.
32+
Public Repositories
32
Repos Updated (30 days)
5
Languages Used
19+
Community Followers
Live updates fetched directly from GitHub Public API
A comprehensive collection of Python projects and notes covering fundamentals, NumPy, Pandas, and Matplotlib. Dedicated to mastering data analysis and scientific computing.
A collection of Python programs, scripts, and projects for learning and practice.
Practice datasets (CSV) and SQL exercises for learning data analysis
StayNest — full-stack vacation-rental marketplace: browse stays by category, search on a live price map, book with real availability checks, save wishlists and host your own listing. Next.js 16, React 19, Prisma, Tailwind v4.
India's transparent car rental marketplace. Find verified cars in 25+ cities, book in seconds, pay securely and track every trip, or grow your fleet as an agency partner. ⚡ MERN stack
Modern Full-Stack Hospital Management System (HMS) featuring Multi-Role RBAC (Admin, Doctor, Patient), AI Medical Scans, Inpatient Bed Matrix, Digital E-Prescriptions, Telehealth & Billing Ledger. 🏥💻
Prefer the command line? Run interactive commands to explore projects, tech stack, and background directly in the browser.
Welcome to MunnaOS v2.4 [Interactive Portfolio CLI]
Type a command or click a quick command above to explore. Try help or sudo hire.
Zero friction booking. Pick a meeting type below, choose your convenient date and time, and get a confirmation email with the video link right after booking.
Discuss custom ML models, autonomous agents, RAG pipelines, or full-stack delivery.
Dedicated session for YouTube learners and aspiring engineers needing guidance.
Open source collaboration, podcast invite, or sharing ideas on emerging AI.
Munna Kumar
Data Scientist & Full-Stack AI Engineer
🟢 Ready to Connect • IST (UTC+5:30)
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2. Available Time Slots:
Selected: Freelance & AI Project (30 min)
Pick a date and time, or choose one on Cal.com
Open to freelance & full-time work
GenAI agents, RAG systems, ML models or a full-stack app — tell me what you're building and I'll tell you honestly how I'd approach it.
