About
Hi, I'm Aman.
I live in Chandigarh, and I build things. These days, mostly AI.

I'm a Python and AI engineer. I started in 2015 designing websites, moved into Laravel, then React, then Python, and since 2024 most of my time goes into LLMs, RAG and multi-agent systems. I've built a six-agent compliance platform, a RAG shopping assistant with computer vision, and a Graph RAG tool. I deploy my own stuff too.
Today I run XavierStack. It started as a way to get local businesses online, and it's become the company everything else sits under. It's DPIIT recognised now, which still feels slightly unreal to type.
LocalUncle came first. It's a home services marketplace for Tricity, and we got the first 50 verified providers in three months without running a single ad. Today there are 100+ across Tricity. I built the tech. My partner runs the business side, which is the only reason it works.
Then BookMeDrive, a self-drive rental marketplace. That one taught me more about law than I ever wanted to know. The model I first designed isn't something you can legally run in India, so I rebuilt it around how rentals actually work here. The first operators are on it now, and I'm still learning every week.
I'm the only developer across most of this. So I've learned to say no to new features and yes to boring things like database upgrades and payment flows that don't break.
Outside code, I shoot cinematic reels as Captured by Aman, mostly cafés, travel and spaces I like. I've also started working with wood under House of Mitti, small desk pieces for now. Making something physical is a good reset after a day of debugging.
I post what I'm building, including what isn't working, on LinkedIn a few times a week. If you want to work together, on a project or a remote AI role, or just talk about building things from Tricity, write to me.
- 2026–present
Founder, XavierStack
Developing the web versions of LocalUncle, mydockspace and BookMeDrive under XavierStack.
- XavierStack recognised by DPIIT
- BookMeDrive live across Tricity
- First paying freelance client and first Google review
- 2024–2026
AI & LLM Engineering
Specializing in RAG architectures, prompt engineering, and fine-tuning LLMs for enterprise applications.
- Six-agent compliance SaaS (HIPAA)
- RAG + computer vision shopping assistant
- Visual Graph RAG tool
- Reduced token usage by 40%
- OpenAI API
- Claude
- LangChain
- LlamaIndex
- Vector DBs
- Hugging Face
- YOLO
- 2022–2024
Python Programming
Mastered Python for backend development, data analysis, and building scalable applications with Django and Flask.
- Data processing pipelines
- RESTful API development
- Web scraping applications
- Python 3
- Django
- Flask
- FastAPI
- Pandas
- 2021–2022
Workflow Automation
Implemented no-code and low-code automation to streamline business processes and connect different platforms.
- CRM integration automation
- Data synchronization workflows
- Notification and alert systems
- n8n
- Make.com
- Zapier
- IFTTT
- Webhooks
- 2020–2021
Automation Testing
Specialized in test automation frameworks to keep applications reliable through automated testing.
- End-to-end testing suites
- CI/CD integration for testing
- Performance testing automation
- Cypress
- Selenium
- Playwright
- Jest
- Puppeteer
- 2019–2020
Modern Frontend with React
Adopted the React ecosystem for dynamic, component-based interfaces with state management and modern tooling.
- Real-time dashboard applications
- Admin panels with complex state
- Single-page apps with React Router
- React
- Next.js
- Redux
- TypeScript
- Tailwind CSS
- 2017–2019
PHP Laravel
Moved into backend development with Laravel. Built web applications and REST APIs, and got deep into MVC architecture.
- Built 15+ Laravel applications
- Custom CMS development
- Payment gateway integrations
- Laravel
- PHP 7/8
- MySQL
- REST API
- Eloquent ORM
- 2015–2017
Web Design
Started with HTML, CSS and JavaScript. Built responsive websites with a focus on UI/UX and user-centered design.
- E-commerce website redesign
- Portfolio website templates
- 50+ landing page designs
- HTML5
- CSS3
- JavaScript
- Photoshop
- Figma
AI
- LLMs
- RAG
- Graph RAG
- Multi-agent systems
- LangChain
- LlamaIndex
- Vector DBs
- Hugging Face
- YOLO
Build
- Python
- FastAPI
- Django
- Laravel
- React
- Next.js
- Playwright
- n8n
Ship
- Docker
- CI/CD
- AWS
- Hetzner
- DigitalOcean
- Vercel
- Heroku
- Hostinger
- GitHub
- GitLab
- Bitbucket
Grow
- SEO optimization
- Google ranking
- Content writing
- Blog writing
