Building RAG Systems for Enterprise
Production-grade RAG architectures require more than vector search. Query accuracy improved 40% through careful embedding strategies and retrieval optimization.
AI systems
that actually work.
Production AI handling 50K+ daily tasks. Custom integrations. 60% cost reduction.No demos—systems that stay shipped.
Systems shipped•
AI at scale•
Operational leverage•
Production-grade AI•
Enterprise reliability•
End-to-end delivery•
RAG pipelines•
Intelligent agents•
Cost optimization•
Scalable architecture•
Systems shipped•
AI at scale•
Operational leverage•
Production-grade AI•
Enterprise reliability•
End-to-end delivery•
RAG pipelines•
Intelligent agents•
Cost optimization•
Scalable architecture•
WHAT I FIX
What I'm Usually Called To Fix
AI Without Direction
You know AI could transform your business, but unclear where to start or how to implement it effectively.
→
I assess your operations and build custom AI solutions that solve real business problems.
Drowning in Manual Work
Teams spend hours on tasks AI could handle—data processing, customer queries, reporting.
→
Custom AI systems handle repetitive work 24/7, freeing teams for strategic initiatives.
AI Demos That Don't Ship
Experiments and prototypes work great, but nothing survives production or delivers ROI.
→
I build production-grade AI systems with 99.9% reliability that actually ship and scale.
I build custom AI systems tailored to your business needs.
→ From RAG pipelines to intelligent automation—designed for your operations
I deliver production-grade AI that maximizes ROI.
→ Typically achieve positive ROI within 3 months
I build systems that scale from startup to enterprise.
→ Grows with your business without expensive rewrites
50K+
Daily Operations Managed
Across production AI systems with 99.9% uptime
60%
Average Cost Reduction
Replacing manual processes with AI systems
25+
AI Systems Delivered
Built and maintained in production
SELECTED SYSTEMS
Reduced setup time from days to 15 minutes
Look at system
01
TATVA
TOOLINGA CLI that compresses setup → deploy into a repeatable path
—Scope: templates, environments, deploy steps
—Constraint: consistency across projects
—Owned: workflow design + automation surface
CLI development, SDLC automation
Built for industrial-grade data collection at scale
Look at system
02
ScrapeHub
AI PLATFORMAI-powered web scraping infrastructure with intelligent extraction and async job processing
—Scope: Apify integration, GPT-4o-mini extraction, async job queue
—Constraint: Cost optimization (90% reduction), scalability
—Owned: Full-stack architecture + dataset generation pipeline
Platform architecture, AI integration, distributed systems
Optimized for conversion stability and clean ops under growth
Look at system
03
CrownKing
COMMERCECommerce system tuned for conversion, catalog scale, and clean operations
—Scope: product flows, payments, fulfillment
—Constraint: speed + trust
—Owned: end-to-end build + iteration
E-commerce architecture, payment systems
FIELD NOTES
Browser Automation That Scales
Processing 50K+ daily tasks requires thinking about failure modes first. Selenium and Playwright, properly architected, can handle enterprise workloads.
The Art of Agentic AI
LangChain and LangGraph unlock intelligent decision-making at scale. The key is designing agents that know when to act and when to defer.
HOW WE'LL WORK TOGETHER
Simple, Transparent Process
01
Discovery & Assessment
FREE — 30 MINUTES
We analyze your operations and identify where AI can create the most value. Clear ROI projections, no obligations—just clarity on what's possible.
- •Understand your business challenges and goals
- •Identify high-impact AI opportunities
- •Provide ballpark ROI estimates
- •Discuss technical feasibility and approach
02
Custom AI Design
1-2 WEEKS
I design your AI solution—RAG systems, intelligent agents, custom models, or workflow automation—tailored to your specific needs and infrastructure.
- •Detailed technical architecture and approach
- •Integration plan with existing systems
- •Timeline and milestone breakdown
- •Clear pricing and deliverables
03
Build, Deploy & Scale
2-4 WEEKS
I build production-grade AI systems, deploy them to your infrastructure, and ensure your team can leverage and maintain them. Ongoing support available.
- •Production-ready system with documentation
- •Deployment with monitoring and observability
- •Team training and handoff materials
- •Post-launch optimization and support
WHO I WORK WITH
Is This a Good Fit?
Good Fit
- ✓Businesses ready to integrate AI into operations
- ✓Teams seeking custom AI solutions for specific needs
- ✓Companies wanting AI without the hiring overhead
- ✓Organizations needing production-grade AI systems
- ✓Businesses looking to leverage AI for competitive advantage
Probably Not a Fit
- ✗Looking for quick demos or experiments only
- ✗Want consulting without implementation
- ✗Need someone local or in-office only
- ✗Exploring AI without clear business goals
- ✗Looking for the cheapest possible option
I work with a small number of clients at a time to design and ship systems that last. If you're experiencing real operational pain, let's talk.
TRUST
Words from the field
40% accuracy improvement
"Anshuman delivered a production-ready RAG system that exceeded our expectations. His understanding of AI architecture is exceptional."
Technical Lead
Enterprise Client
"
99.9% uptime
"The browser automation platform he built handles 50K+ daily tasks with remarkable reliability. True engineering excellence."
Director of Operations
Marketing Tech
"
60% cost reduction
"Rare to find someone who understands both the technical depth and business impact. Anshuman bridges that gap effortlessly."
Product Manager
SaaS Startup
"
TOOLKIT
Technologies I work with
AI & ML
OpenAIClaudeLangChainRAGPinecone
Backend
PythonFastAPINode.jsPostgreSQLRedis
Frontend
ReactNext.jsTypeScriptTailwindThree.js
Infrastructure
AWSDockerKubernetesVercelGCP
Ready to integrate AIinto your business?
Let's explore how custom AI can transform your operations—in one call.No pitch. No fluff. Just clarity.
Available for projectsBased in IndiaRemote-first