Available for new projects

I build AI systems
that replace entire
operations teams.

AI Infrastructure Engineer for B2B startups. I architect production-grade automation pipelines, multi-agent systems, and cloud infrastructure — so your team ships product instead of running ops.

Suraj · Noida, Uttar Pradesh, India
Phone: +91 9412642505 · Email: sc5661078@gmail.com · suraj.choudhary4156@gmail.com

40hrs Saved per client / week
90% Manual work eliminated
99.7% System uptime, production
6+ Live production systems
Built with
n8n Python GCP OpenAI API Anthropic Docker PostgreSQL MCP Terraform BigQuery

The problems I solve
for fast-moving startups

Every engagement starts by identifying your most expensive manual bottleneck. Then we kill it.

Before
Your team is doing manual, repetitive work

Engineers spending hours copy-pasting data, PMs chasing approvals, sales reps manually following up on every lead.

→ Fully automated pipelines. Zero manual intervention.
🤖
Before
You want AI in your product but don't know where to start

LLMs are powerful but integrating them reliably into existing workflows — without hallucinations breaking your ops — is hard.

→ Production-safe LLM pipelines with validation layers.
Before
Your infra is too expensive or too fragile to scale

Monolithic legacy systems, no IaC, manual deployments — every scale push is a fire drill that costs you engineering days.

→ Microservices on GCP/AWS with Terraform & CI/CD.
📊
Before
Your sales cycle is slow because ops is the bottleneck

Leads fall through the cracks. Qualification is manual. Nurture sequences are run by hand. Every deal takes 3x longer than it should.

→ End-to-end B2B sales automation — CRM to close.
📄
Before
You're drowning in unstructured documents and data

Invoices, contracts, reports — extracting structured data manually is slow, error-prone, and doesn't scale past 10 documents a day.

→ OCR + LLM pipelines processing 1000s of docs at 99.9% accuracy.
🚀
Before
Dev onboarding takes weeks and slows everyone down

No self-service environment provisioning. New engineers wait on DevOps for days just to get set up. Momentum stalls.

→ Internal Developer Platform cutting onboarding to 2 days.

Systems live in production

Real architectures. Verifiable outcomes. No vaporware.

✦ AI Operations

Enterprise Content Factory

Designed and deployed a fully autonomous content generation pipeline on GCP Compute. Handles media queues, error recovery, and output routing — producing 1,000+ video and image assets monthly with zero human input after initial setup. Custom error-handling framework reduced resolution time from hours to minutes.

n8n Canva API GCP Compute AI Generation Python
4 weeks 2 wks
Production time
1,000+
Assets / month, zero ops
✦ B2B Sales

B2B Sales Automation Pipeline

Unified lead qualification, scoring, multi-touch nurture sequences, and CRM sync in a single automated pipeline. Integrated email outreach, asset generation, and analytics in one orchestrated flow — eliminating the need for a full-time sales ops hire.

n8n CRM API Email automation Analytics
14 days 3 days
Sales cycle length
~$6K
Equiv. ops hire replaced
✦ Document Intelligence

Intelligent Document Processing

End-to-end RPA pipeline extracting, validating, and routing complex invoice data using OCR and LLMs. Processing time dropped from 10 minutes per document to 5 seconds. Data accuracy jumped from 85% (manual) to 99.9% (automated). Handles edge cases with a custom fallback validation layer.

Python OCR LLMs RPA
10 min 5 sec
Processing per document
85% 99.9%
Data accuracy
✦ Cloud Infrastructure

Legacy → Microservices Migration

Migrated monolithic architecture to containerized microservices with full Infrastructure as Code on GCP/AWS. Implemented Kubernetes orchestration, Terraform provisioning, and automated rollback pipelines. Engineering team went from dreading deploys to shipping daily.

GCP / AWS Terraform Kubernetes Docker
40%
Cloud cost reduction
3 wks 2 days
Dev onboarding time

Three ways to engage

Start with a free 30-minute call. I'll tell you honestly whether I can help and what the right scope is.

01
Project-based
Fixed-Scope Build

I scope, build, document, and hand off a complete production system. You get the code, architecture docs, and a 2-week support window.

Ideal for: one clear problem — automate X, migrate Y, integrate Z.
03
Advisory
Systems Audit

I review your current workflows, stack, and automation gaps. You get a prioritized roadmap of what to automate first and what it'll save you.

Ideal for: founders who want clarity before committing to a build.

Built trust through results

"Suraj didn't just build what we asked for — he redesigned the whole approach and saved us an additional 15 hours a week we hadn't even thought to ask about. Remarkable attention to the business outcome."

RC
Rahul C.
Founder, B2B SaaS startup

"We went from manually processing 50 invoices a day (with errors) to fully automated processing of 500+ with 99.9% accuracy. Paid for itself in the first week."

NP
Nisha P.
Operations Lead, fintech startup

Production-tested tools

I work with the tools that survive contact with real-world scale — not tutorials.

n8n
Workflow orchestration, self-hosted
Python
AI agents, data pipelines, RPA
GCP / AWS
Cloud infra, Compute, BigQuery
OpenAI / Anthropic
LLM integration, multi-agent systems
Docker / K8s
Container orchestration, microservices
Terraform
Infrastructure as Code, IaC automation
MCP Protocol
Persistent AI context across sessions
React / Node.js
Full-stack internal tools & portals
1,000+
Hours of independent system-building outside formal coursework
500+
Errors resolved — built a reusable debugging framework in the process
6+
Production systems running for real clients, fully documented

Builder-first.
Business-outcome-focused.

I'm Suraj — an AI systems engineer based in India, working asynchronously with startups globally. I'm finishing a B.Tech in Computer Science at LPU (2026) while running a full client consulting practice in parallel.

I started freelancing as a full-stack developer in 2023, then shifted entirely to AI and automation in 2024 after realizing that's where I could deliver 10x more leverage for early-stage companies than traditional engineering work.

I don't sell hours — I sell outcomes. Every system I build comes with full documentation and is designed to run without me. That's what makes it a real business asset.

Available now · Async-friendly · Works across timezones

Ready to automate the
work that's slowing you down?

Tell me the biggest operational bottleneck in your business. I'll tell you if and how I can solve it — no pitch, just a conversation.

Suraj · Noida, Uttar Pradesh, India · Usually replies within 24 hours · Works globally