Welcome to my GitHub! I’m Manjot, a developer who builds fast, scalable, and practical software systems. Whether it’s a hospital SaaS app generating EMRs from voice, or a logistics platform matching shippers with carriers, I bring ideas to life with clean code, scalable architecture, and thoughtful UX.

I’m a MERN stack developer (MongoDB, Express.js, React.js, Node.js), a trainer, an architect, and a builder at heart. With a background in Computer Engineering (B.E.) and an MBA from Thapar University, I merge technical and business thinking to deliver solutions that are as strategic as they are technical.

I lead and contribute to projects where:

• Ideas need translating into MVPs, fast.
• Complex data needs to be tamed (aggregations, pipelines, analytics).
• Speed, scale, and simplicity matter — for both users and developers.

From working on multi-tenant SaaS applications to AI-assisted transcription systems, I bring a hands-on, zero-fluff approach to product building.

A tablet-first app that allows doctors to narrate medical notes and receive structured EMRs instantly using OpenAI Whisper and GPT-4.
Built using React, Tailwind, Node.js, MongoDB, and Python microservices.

• 🔊 Real-time transcription with audio enhancement
• 🧠 Unstructured to structured conversion (doctor's voice → JSON → EMR)
• 🧑‍⚕️ Doctor-first UX with no distractions or unnecessary UI noise
• 🧪 Optimized for speed, used in real hospitals, integrated with local SQL Server

A freemium B2B platform helping companies manage workload, productivity, timesheets, invoices, and more

• ✅ Task, project, lead, and inquiry tracking
• 📈 KPI dashboards with usage analytics & performance scoring
• 🧾 Integrated Razorpay for credit-based features
• 🛠️ Built from scratch with multi-tenant DB architecture (MongoDB per tenant)

Built a freight-matching platform connecting shippers with loaders across India and Australia

• 🌏 Geo-targeted shipper onboarding
• 🧮 Real-time load tracking and assignment logic
• 🤝 Human-centered interface for quick quoting and scheduling

• React.js, Next.js, Tailwind CSS, Framer Motion, TypeScript
• Component-first design with reusable and scoped logic
• Design systems with Neobrutalism and Neomorphism

• Node.js, Express.js, Python, OpenAPI, Flask, Azure Functions
• Strong in writing RESTful APIs and modular monoliths
• Swagger-first development with schema-first contracts

• MongoDB (Multi-tenant) with Mongoose Aggregations
• PostgreSQL & SQL Server – performance optimized queries, indexing, and backups
• Firebase (Firestore) and Redis for real-time and cache-heavy apps

• Docker, GitHub Actions, Vercel, AWS EC2, DigitalOcean
• Nginx, Apache2, pm2, Certbot for SSL management
• Razorpay, Google Calendar APIs, OpenAI Whisper + GPT-4o

I run a training institute where I teach:

• 🧩 JavaScript (Basics to ES6+)
• 🔗 REST APIs with Express
• 🧠 MongoDB Aggregations
• 📚 Full-stack projects from scratch
• 🎓 Interview preparation for developers

I believe in "learn by building", and that’s how I train my students — with real-world assignments and problems, not just theory.

• Simplicity scales – If it’s too clever to understand tomorrow, it’s not worth writing today.
• Don’t just code. Solve. – Always begin with the why, then decide the how.
• Own your product – From bug fixes to user onboarding, product love matters.
• Documentation is dev UX – A well-named function and a clear README can change a team’s velocity.

• ⬇️ Reduced 90% infra cost by migrating Azure stack to a secure on-prem setup in China.
• 💸 Integrated credit-based billing with Razorpay and dynamic usage tracking.
• 🏥 Enabled faster EMR workflows in hospitals through audio-to-structured automation.
• 🎯 Built lead scoring systems to auto-follow up and convert 25% more inquiries for businesses.

I love sharing reusable components, ideas, and templates. Some highlights:

• ✳️ Multi-tenant MongoDB setup boilerplate
• 🛠️ Aggregation pipeline playground for Mongoose
• 🧩 Cron Expression Generator (UI component in Tailwind + Framer Motion)
• 🎓 JavaScript practice assignments for students
• 🔐 Auth system templates for MERN stack apps

• 🔗 manjot.in – My personal portfolio
• 🧪 Tickmark.io – SaaS productivity platform
• 🎤 [MedFeed] – (Private beta) – For voice-driven EMR

I'm open to:

• 🧠 Technical collaborations
• 📣 Speaking opportunities and webinars
• 💼 Consulting projects in healthcare, education, or logistics

Reach me via:

• 📧 Email: [email protected]
• 🐦 Twitter: @manjotsk
• 🔗 LinkedIn: linkedin.com/in/manjotsk

• 🏀 I love basketball and follow the NBA (Stephen Curry fan).
• 🗣️ I speak English, Hindi, Punjabi, and a bit of Urdu.
• 🎮 I occasionally build games for fun (and for teaching loops and conditions).

"Code like you’ll revisit it in 6 months with a headache."
– That’s my golden rule.

Thanks for visiting my profile!

Feel free to ⭐ any repo you like — and if you clone something, let me know what you build with it!