Engineering services built on
production systems thinking
AI/ML Engineer · Backend Engineer · RAG / LLM Systems · AWS. Every service is backed by real production work · not demos, not templates.
What problem are you trying to solve?
Start with the problem. I'll suggest the simplest useful solution.
AI/ML Development · RAG, LLM Apps, ML Deployment
Production RAG pipelines, agentic AI orchestration, and ML model deployment on AWS. Built with real token efficiency · not expensive LLM-in-every-loop approaches.
- RAG pipelines with OpenSearch / Qdrant vector stores
- LLM orchestration and prompt engineering
- Agentic AI systems with supervisor-worker patterns
- AWS ECS / Bedrock / Lambda deployment
- ML model training, evaluation, and REST API wrapping
Full-Stack Development · Flask, APIs, Databases
End-to-end web applications with robust Flask backends, REST APIs, relational databases, and production deployment. From data model to deployed app.
- Flask REST APIs with auth and rate limiting
- MySQL / PostgreSQL database design and optimization
- Admin dashboards and management interfaces
- Real-time features with WebSockets
- Docker + Nginx deployment on Linux VPS or AWS
Workflow Automation · n8n, Python, Integrations
Automate manual processes that eat your team's time. From data pipelines to system integrations to scheduled workflows · I build automation that runs reliably 24/7.
- n8n workflow automation and orchestration
- Python scripts for data processing pipelines
- API integrations between business tools
- Scheduled tasks and background processing
- Monitoring, logging, and failure recovery
Web Development · React, Next.js, Fast Landing Pages
Responsive, performant websites and landing pages built with modern tech. Optimized for speed, SEO, and real conversions · not just visual appeal.
- Responsive design for all screen sizes
- SEO-optimized structure and metadata
- Performance optimization and Core Web Vitals
- Accessibility standards (WCAG)
- Fast deployment on Vercel, Netlify, or your host
Booking & Admin Systems · Scheduling, Dashboards, Payments
Custom booking platforms with real-time availability, admin dashboards, and payment integrations. ACID-safe transactions to prevent double bookings.
- Appointment scheduling with conflict prevention
- Payment integration (Razorpay, Stripe)
- Admin dashboards with analytics
- Email and SMS notifications
- MySQL with ACID transactions for data integrity
Custom Engineering Solutions
Some problems need a custom solution. Bring me the constraint, the goal, and the system you're trying to build · I'll design an architecture that fits.
- Architecture design and technical consultation
- Proof-of-concept to production pipeline
- Performance optimization and refactoring
- Code review and engineering mentorship
- Technical documentation and handover
What I don't do
Clarity builds trust. Here's what to expect before we talk.
A straight path from problem to production
No surprises. Clear steps. You approve before I build.
Clarify the Problem
We start with the problem · not the tech. I ask direct questions until I understand exactly what you need and what success looks like.
Scope and Architecture
Detailed breakdown of features, tech choices, timeline, and deliverables. You approve before a line of code is written.
Build and Ship Fast
Clean, production-ready code. Regular updates, transparent communication. A working V1 beats a perfect V0 every time.
Deploy and Verify
Production deployment with monitoring and testing. Your project goes live with confidence · not hope.
Document and Hand Over
Full documentation and code walkthrough. You own everything · no locked-in vendor, no mystery code.
Support and Improve
Post-launch support for bugs and questions. Future improvements are scoped and transparent · no surprise charges.
Tell me the problem you're trying to solve.
I'll suggest the simplest useful solution. Fast response, honest scoping, no noise.