Welcome! This repository showcases how I use prompt engineering + technical skills (AI, ML, IoT, MERN stack) to design and accelerate real-world projects.
Instead of spending hours planning and debugging, I leverage structured prompting to generate blueprints, workflows, and solutions that save time and create scalable results.
- AI/ML Prompt Packs → ready-to-use prompts for data cleaning, preprocessing, and model building.
- Hackathon-Ready Project Blueprints → IoT + AI solutions (Smart Mask, Soil Nutrient Analyzer, Smart Parking EV, etc.).
- MERN + AI Integration → prompts to connect full-stack apps with AI/ML features.
- Case Studies → real examples showing how a single prompt can generate a full project structure.
- Artificial Intelligence (AI/ML) – model design, dataset cleaning, automation.
- Internet of Things (IoT) – ESP32, sensors, smart devices with AI integration.
- MERN Stack Development – scalable web apps with AI features.
- Hackathon Consulting – fast project ideation & execution with AI support.
My first working project generated entirely from a single prompt.
- Built with Flask + HTML (Jinja2) + SQLite
- Prompt-driven design, development, debugging, and database integration
- Tackled real issues (Jinja2 conflicts, missing Flask installation, DB setup)
- Final working version is live and structured inside this repo
👉 Check it here: http://127.0.0.1:5000
currently locally deployed but will be deploy in few couple of days
Repo LINK :https://github.com/ayushsingh2005-coder/flask-attendance-system
⚡ In 2025, prompting is not just about chatting with AI—it’s about turning ideas into working solutions faster.
This repo is proof that with the right prompts, we can cut down project planning from weeks to hours and build deployable, real-world systems.
Email : Ayushsingh638684@gmail.com Linkedin : https://www.linkedin.com/in/ayush-singh-2a0158295?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app
If you’re a:
- Student looking for hackathon-ready projects 💡
- Startup needing fast AI workflows 🚀
- Developer who wants to save hours with prompt packs ⚡
🔹 This repo will be updated regularly with new case studies, prompt packs, and AI workflow experiments — starting with my first live project.