Hello, I'm Pooja.

I'm an AI Engineer.

For me, building AI isn't about replacing people—it's about giving them back the time to focus on work that matters most.

I enjoy understanding how businesses work, uncovering opportunities where AI can create value, and designing practical solutions that solve real problems.

I design and build end-to-end AI systems across architecture, backend engineering, intelligent automation, retrieval systems, APIs, and deployment. I also enjoy consulting and teaching, helping people understand where AI can genuinely add value and adopt it with confidence.

The way we build AI matters just as much as what we build. I believe AI should be built with responsibility and intention. Ethical and sustainable practices are part of how I approach every solution, because good engineering should create value that lasts.

Exploring how AI could improve your business? Let's talk about your challenge and find a practical way forward.

AI Services I Deliver

End-to-end AI services—from strategy and readiness to production systems your team can rely on.

Service	What It Is	Who Needs It	Typical Impact
AI Strategy & Roadmapping	4–6 week assessment with prioritized use cases and roadmap	Companies exploring AI but unsure where to start	Clear direction. No wasted budget.
Data Audit & Readiness Assessment	Evaluation of data quality, infrastructure, and AI readiness	Organizations with messy, siloed data	Actionable roadmap to AI-readiness
AI Agents & Multi-Agent Systems	Autonomous agents that handle complex business processes	Teams buried in repetitive tasks	Teams reclaim 10–20 hours/week
RAG Pipelines & Enterprise Search	Instant answers from unstructured internal data	Companies drowning in inaccessible knowledge	Support teams answer tickets 3x faster
Workflow Automation & Data Extraction	End-to-end automation from documents to actions	Businesses stuck in manual bottlenecks	Processing time drops by 70–90%
Fine-Tuned & Hybrid Systems	Domain-specific models trained on your data	Industries with unique terminology	Accuracy improves from 70% to 95%+
End-to-End Deployment	Production-ready systems with APIs, monitoring, training	Teams stuck with undeployable prototypes	Working software, not science experiments
Legacy System Integration	Connecting AI with existing CRMs, ERPs, and tools	Enterprise clients with established tech stacks	AI works inside your existing workflow
AI Security & Compliance	Guardrails, PII redaction, audit trails, compliance	Regulated industries (Fintech, HealthTech, LegalTech)	Enterprise-ready AI that meets compliance
Team Training & Enablement	Workshops and documentation for internal teams	Companies wanting internal capability	Your team owns and maintains the system
AI Cost Optimization	Auditing AI spend, optimizing models and infrastructure	Organizations scaling AI and watching costs	Cloud bills reduced by 30–50%
Post-Launch Support & Maintenance	Monitoring, bug fixes, performance improvements, and guidance after the system is live	Teams who need the AI to keep working after handover	The system stays useful—not abandoned after go-live

AI Strategy & Roadmapping

4–6 week assessment with prioritized use cases and roadmap

Who Needs It: Companies exploring AI but unsure where to start
Typical Impact: Clear direction. No wasted budget.

Data Audit & Readiness Assessment

Evaluation of data quality, infrastructure, and AI readiness

Who Needs It: Organizations with messy, siloed data
Typical Impact: Actionable roadmap to AI-readiness

AI Agents & Multi-Agent Systems

Autonomous agents that handle complex business processes

Who Needs It: Teams buried in repetitive tasks
Typical Impact: Teams reclaim 10–20 hours/week

RAG Pipelines & Enterprise Search

Instant answers from unstructured internal data

Who Needs It: Companies drowning in inaccessible knowledge
Typical Impact: Support teams answer tickets 3x faster

Workflow Automation & Data Extraction

End-to-end automation from documents to actions

Who Needs It: Businesses stuck in manual bottlenecks
Typical Impact: Processing time drops by 70–90%

Fine-Tuned & Hybrid Systems

Domain-specific models trained on your data

Who Needs It: Industries with unique terminology
Typical Impact: Accuracy improves from 70% to 95%+

End-to-End Deployment

Production-ready systems with APIs, monitoring, training

Who Needs It: Teams stuck with undeployable prototypes
Typical Impact: Working software, not science experiments

Legacy System Integration

Connecting AI with existing CRMs, ERPs, and tools

Who Needs It: Enterprise clients with established tech stacks
Typical Impact: AI works inside your existing workflow

AI Security & Compliance

Guardrails, PII redaction, audit trails, compliance

Who Needs It: Regulated industries (Fintech, HealthTech, LegalTech)
Typical Impact: Enterprise-ready AI that meets compliance

Team Training & Enablement

Workshops and documentation for internal teams

Who Needs It: Companies wanting internal capability
Typical Impact: Your team owns and maintains the system

AI Cost Optimization

Auditing AI spend, optimizing models and infrastructure

Who Needs It: Organizations scaling AI and watching costs
Typical Impact: Cloud bills reduced by 30–50%

Post-Launch Support & Maintenance

Monitoring, bug fixes, performance improvements, and guidance after the system is live

Who Needs It: Teams who need the AI to keep working after handover
Typical Impact: The system stays useful—not abandoned after go-live

Web Services I Deliver

Shopify stores, custom websites, and full-stack product engineering—frontend, backend, and deployment.

Service	What It Is	Who Needs It	Typical Impact
Shopify Store Development	Custom Shopify store from scratch—theme, catalog, checkout, and apps	Brands launching or rebuilding on Shopify	A store that's ready to sell, not a generic template
Custom Website Frontend	Responsive marketing, product, and company websites	Businesses that need a professional site, not a page-builder mess	A site that looks considered and works on every device
Backend & API Development	Databases, APIs, auth, and server logic behind the product	Teams with a frontend but no reliable backend	Stable APIs your product can actually depend on
Full-Stack Web Applications	End-to-end web products—UI, backend, database, and deployment	Founders who need one working product, not separate vendors	One build, one owner, a product that ships
Website Redesign & Performance	Rebuild or tighten an existing site for speed, clarity, and usability	Businesses stuck with a slow or outdated website	Faster pages, clearer structure, fewer drop-offs
Payments, Shipping & Integrations	Stripe, shipping, CRM, inventory, and other tools wired into the site	Stores and products that still run on copy-paste and spreadsheets	Orders and data move through one connected workflow
Admin Dashboards & Internal Tools	CMS and admin panels to manage content, orders, and operations	Teams updating a site through a developer every time	Your team can run the site without waiting on a developer
Deployment & Go-Live	Hosting, CI/CD, domains, SSL, environments, and launch for websites, Shopify stores, and full-stack apps	Teams with a finished build that still isn't live or reliably deployed	A live production site your team can update and keep running
Post-Launch Support & Maintenance	Bug fixes, small updates, and help keeping the site or store running after launch	Businesses who don't want to be stuck once the project wraps	The product stays live, current, and usable

Shopify Store Development

Custom Shopify store from scratch—theme, catalog, checkout, and apps

Who Needs It: Brands launching or rebuilding on Shopify
Typical Impact: A store that's ready to sell, not a generic template

Custom Website Frontend

Responsive marketing, product, and company websites

Who Needs It: Businesses that need a professional site, not a page-builder mess
Typical Impact: A site that looks considered and works on every device

Backend & API Development

Databases, APIs, auth, and server logic behind the product

Who Needs It: Teams with a frontend but no reliable backend
Typical Impact: Stable APIs your product can actually depend on

Full-Stack Web Applications

End-to-end web products—UI, backend, database, and deployment

Who Needs It: Founders who need one working product, not separate vendors
Typical Impact: One build, one owner, a product that ships

Website Redesign & Performance

Rebuild or tighten an existing site for speed, clarity, and usability

Who Needs It: Businesses stuck with a slow or outdated website
Typical Impact: Faster pages, clearer structure, fewer drop-offs

Payments, Shipping & Integrations

Stripe, shipping, CRM, inventory, and other tools wired into the site

Who Needs It: Stores and products that still run on copy-paste and spreadsheets
Typical Impact: Orders and data move through one connected workflow

Admin Dashboards & Internal Tools

CMS and admin panels to manage content, orders, and operations

Who Needs It: Teams updating a site through a developer every time
Typical Impact: Your team can run the site without waiting on a developer

Deployment & Go-Live

Hosting, CI/CD, domains, SSL, environments, and launch for websites, Shopify stores, and full-stack apps

Who Needs It: Teams with a finished build that still isn't live or reliably deployed
Typical Impact: A live production site your team can update and keep running

Post-Launch Support & Maintenance

Bug fixes, small updates, and help keeping the site or store running after launch

Who Needs It: Businesses who don't want to be stuck once the project wraps
Typical Impact: The product stays live, current, and usable

QA & Evaluation Services I Deliver

Automated testing for websites and products, plus evaluation for AI systems before they go live.

Service	What It Is	Who Needs It	Typical Impact
Web Test Automation	Automated UI and API tests for websites and web apps	Teams still clicking through every release by hand	Bugs surface before customers do
Shopify & Checkout QA	Coverage for catalog, cart, checkout, payments, and theme changes	Stores that can't afford a broken checkout	Releases ship without surprising the cart
End-to-End Release Testing	Repeatable test suites across frontend, backend, and integrations	Products with frequent deploys and no safety net	You know what still works before you ship
API & Backend Quality	Contract tests, edge cases, and regression coverage for APIs	Teams whose backend breaks silently	APIs stay reliable as the product grows
AI System Evaluation	Measure accuracy, safety, regressions, and real-world behavior of AI features	Teams shipping AI without a way to tell if it actually works	You know quality before production, not after complaints
QA Process & Handover	Test plans, bug workflow, and documentation so the team can keep testing	Companies that want QA to last past the project	Your team owns quality after I leave

Web Test Automation

Automated UI and API tests for websites and web apps

Who Needs It: Teams still clicking through every release by hand
Typical Impact: Bugs surface before customers do

Shopify & Checkout QA

Coverage for catalog, cart, checkout, payments, and theme changes

Who Needs It: Stores that can't afford a broken checkout
Typical Impact: Releases ship without surprising the cart

End-to-End Release Testing

Repeatable test suites across frontend, backend, and integrations

Who Needs It: Products with frequent deploys and no safety net
Typical Impact: You know what still works before you ship

API & Backend Quality

Contract tests, edge cases, and regression coverage for APIs

Who Needs It: Teams whose backend breaks silently
Typical Impact: APIs stay reliable as the product grows

AI System Evaluation

Measure accuracy, safety, regressions, and real-world behavior of AI features

Who Needs It: Teams shipping AI without a way to tell if it actually works
Typical Impact: You know quality before production, not after complaints

QA Process & Handover

Test plans, bug workflow, and documentation so the team can keep testing

Who Needs It: Companies that want QA to last past the project
Typical Impact: Your team owns quality after I leave

How I Deliver

A structured, transparent process—no ambiguity, clear outcomes.

Every engagement follows the same 5-phase framework. You always know where we are, what's coming next, and what you'll receive at each step.

Discovery & Scoping

What I do

Map out your business problem, audit existing manual workflows, and identify exactly where AI can add measurable value.

What you get

Technical Roadmap with clear milestones
Fixed Scope of Work—no surprises, no hidden costs
Prioritized use cases with estimated ROI

Duration: 1–2 weeksYour involvement: 2–3 strategy calls, access to your team and workflows

Architecture & Foundation

What I do

Select the right technical stack, design clean data schemas, set up vector spaces, and scaffold local development environments.

What you get

Infrastructure Blueprint—complete architecture diagram
Technology Stack Decision Document (with rationale)
Local development environment for your team to test

Duration: 1–2 weeksYour involvement: Technical review call, data access provisioning

Core Build & Logic

What I do

Construct the central AI engine, configure multi-agent routing, set up backend APIs, and engineer precise system instructions.

What you get

Functional Core Prototype—working AI system
API endpoints ready for integration
Initial performance metrics and evaluation results

Duration: 2–4 weeksYour involvement: Weekly progress reviews, feedback on system behavior

System Integration & Hardening

What I do

Connect the backend with frontend workflows, run rigorous evaluation sweeps, handle edge cases, and optimize performance.

What you get

Production-Ready Integration & QA Report
Edge-case test results and fixes
Performance optimization documentation

Duration: 2–3 weeksYour involvement: User acceptance testing, final feedback

Deployment & Handover

What I do

Deliver cloud-native containerized systems, set up observability tracking, run documentation training sessions, and hand over everything.

What you get

Live Production System—deployed and running
Complete Handover Pack (see below)
Training session for your internal team

Duration: 1–2 weeksYour involvement: Training attendance, deployment approval

The Handover Pack

You own everything. No lock-in. No dependency. No disappearing act. When the project wraps, you get the full package to run, monitor, and extend the system yourself.

What You Get	Why It Matters
Full source code with 80%+ automated test coverage	Your team can read, modify, and extend the code immediately
Docker Compose setup for one-click local environment	No complex setup—any developer can spin up the system
Postman collections with every API documented	Instant API testing without reverse-engineering
Architecture walkthrough—recorded video tour	On-demand training for new team members
Admin dashboard access with live monitoring	You see exactly what the system is doing at all times

Full source code with 80%+ automated test coverage

Your team can read, modify, and extend the code immediately

Docker Compose setup for one-click local environment

No complex setup—any developer can spin up the system

Postman collections with every API documented

Instant API testing without reverse-engineering

Architecture walkthrough—recorded video tour

On-demand training for new team members

Admin dashboard access with live monitoring

You see exactly what the system is doing at all times

What you don't get: Vendor lock-in, ongoing dependency, or surprise maintenance fees.

Why This Process Works

For You

Full transparency at every step
No hidden costs or surprises
You own everything at the end
Your team can operate independently

For Me

Clear expectations and scope
Efficient, focused execution
High-quality work I'm proud to stand behind
Happy clients who refer me to others

Typical Timeline

Phase	Duration
Discovery & Scoping	1–2 weeks
Architecture & Foundation	1–2 weeks
Core Build & Logic	2–4 weeks
System Integration & Hardening	2–3 weeks
Deployment & Handover	1–2 weeks
Total	8–13 weeks (varies by project complexity)

Every project is unique. I'll give you a firm timeline during Discovery & Scoping.

Ready to start?

What I Stand For

The principles that guide every system I design and ship—and why they matter to you.

01Core Principle

Radical Technical Honesty

If AI isn't the right answer, I'll tell you.

I will never oversell AI hype. If a simple script, SQL query, or off-the-shelf tool solves your business problem better than an LLM, I will tell you—and build that instead.

Why this matters to you

You get the right solution, not the most expensive one. No wasted budget. No over-engineered systems.

Addresses: “Will this actually work for my business?”

Compute & Cost Efficiency

AI shouldn't bleed cash.

I strategically pick the leanest, most optimal models for each task—ensuring low latency, minimal cloud spend, and maximum ROI.

Why this matters to you

Your cloud bills stay predictable. You scale without watching costs spiral out of control.

Addresses: “Will this cost a fortune to run?”

Autonomous & Open Architecture

No black boxes. No vendor lock-in.

I write clear, decoupled codebases with zero dependency on proprietary platforms. Your team can read, understand, and extend every line of code.

Why this matters to you

You own everything. No ongoing dependency. No surprise fees.

Addresses: “Will I be stuck with you forever?”

Human-Centric Design

AI is only valuable if teams actually use it.

I map every system closely to existing human workflows—making operators faster and more capable, not confused or replaced.

Why this matters to you

High adoption rates. Minimal training overhead. Your team champions the system.

Addresses: “Will my team actually use this?”

Production-First Mindset

I don't build prototypes. I build systems.

Every line of code is written with production in mind—monitoring, observability, scalability, and maintainability built in from day one.

Why this matters to you

No “works on my machine” surprises. You get working software from the start.

Addresses: “Will this break in production?”

If these principles resonate with you, we'll work well together.

Client Testimonial

What Clients Say

Independent feedback from founders I've partnered with on AI, automation, and commerce.

Pooja is a highly capable developer who turns ideas into professional, functional products. She delivered solutions across AI development, automation, website development, and Shopify, including building our Shopify store from scratch. Her communication, responsiveness, problem-solving, and ability to work independently made the entire process seamless. She is a reliable partner for complex digital projects, and I look forward to working with her again.

Frequently Asked Questions

Everything you might want to know before we start working together.

Absolutely. Most projects start with understanding the problem, not choosing the technology. Together, we'll identify the most practical solution—even if that solution doesn't involve AI.

Connect With Me

Let's build something together.

Stuck on a complex manual workflow or trying to figure out how to take your AI prototype into production? Secure a time slot directly on my calendar to talk through your project architecture.

Open to

Full-time roles
Freelance AI projects
Consulting

Global · Remote

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What happens on our call?

15 min

I learn about your business and challenges
You ask anything about my process or experience
We decide if we're a fit to work together

30 min

We dive into your specific use case
I identify where AI can create immediate value
You leave with clarity, not confusion

45 min

I walk you through a tailored technical approach
You get a clear picture of next steps and timeline
No pressure. No sales pitch. Just honest conversation.

Who this is for

Founders and CTOs exploring AI for their business
Teams stuck with messy data or manual workflows
Companies ready to move beyond AI prototypes
Anyone who values honest, no-hype technical advice

Ready to build?