Nuzhat Rubab Zahra

AI Engineer

Building AI systems thatship.

Agentic AI, RAG, multi-LLM systems, and ML pipelines, from research to production. I design and ship AI products that scale.

View my work GitHub

React · Node.js · TypeScript · AI Agents · Next.js · Tailwind · PostgreSQL · AWS

Engineering & Design

I combine AI/ML depth with systems thinking to build production AI. Not just demos, evaluated models, clear APIs, and deployable pipelines.

Agentic AI

RAG & Multi-LLM

UI/UX Design

System Architecture

AI Automations

Other Automations

Featured work

AI Engineer showcase

Agentic AI, RAG, multi-LLM systems, and ML pipelines, core AI engineering work.

Get in touch

Agents & multi-LLMML pipelines & transcription

Agents & multi-LLM

Multi-LLMNestJS

Decision Intelligence Agent

Agentic AI system that understands human psychology and multi-model reasoning to provide emotional support, behavioral insights, and decision-making guidance. Full-stack deployment with weighted LLM routing. The same agent is available in the Brandscaling iOS app (App Store link below).

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Agents

n8nAWS

AI-Powered Email Automation Agent

End-to-end AI email agent that ingests incoming Gmail, classifies intent with an LLM, enriches threads with live customer data (Postgres/Aurora, internal HTTP APIs, Stripe, CRM), retrieves FAQ context from Qdrant (RAG with Bedrock embeddings), and uses an Email Analysis Agent on AWS Bedrock to draft replies or trigger escalation—human-in-the-loop by default (Gmail drafts, not auto-send). Orchestrated in n8n on Dockerized AWS EC2 with a modular, replaceable-node design.

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Python

RAGAI

AI Content Strategist Agent

Multimodal content strategy agent that reads company websites and PDFs to fully understand brand identity, products, and target audience.

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ML pipelines & transcription

Python

WhisperAutomation

Video Transcription System

Scalable video transcription service using OpenAI Whisper for high-accuracy multilingual transcription, with a queued processing pipeline for multiple long-form videos.

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Beyond AI

Other work

Full-stack apps, automations, and side projects, not part of my AI engineer showcase above.

AutomationFull-stack & webNon-profit & advocacyE-commercePortfolio & 3D

Automation

Playwright

Zoom Summaries Bulk Downloader

Automated multi-page Zoom navigation to export meeting summaries into Word docs; reduced team workflow time by 90%.

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Forms

OCRAutomation

FormFlow — Paper-to-Digital Form Pipeline

One automation line from image-to-Google-Forms style flows through a production paper-to-digital pipeline: digitize questionnaires from scans or PDFs, run OCR and checkbox detection, and keep Google Forms and Google Sheets in sync—cutting manual setup and data entry.

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Automation

n8nAI

AI Candidate Assessment Grading Automation

Automated hiring workflow that evaluates GoHighLevel skills assessments submitted via Google Forms and writes results directly to Google Sheets for fully automated candidate screening.

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Full-stack & web

SaaS

DashboardFull-stack

Care Property Hub

Full-stack matching platform connecting UK care providers with landlords, including maps, documents, bookings, and dashboards. Production-ready foundation built for future scaling.

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Maps

Data vizReact

Demand Map

The DSS Demand Map is a static, data-driven web application that visualises social and housing-related demand across English local authorities. Users explore 296 LAD boundaries on a Leaflet map with a dashboard-style UI: layered metrics, legends, postcode search (via Postcodes.io), and detail panels for each area. The app loads pre-built JSON from a CDN and GeoJSON for boundaries—no custom backend—so updates ship by refreshing datasets, not by redeploying database logic. A Python pipeline and GitHub Actions merge official statistics (ONS, IMD, LHA, DWP Stat-Xplore benefits, and extensions such as MoJ probation and NHS-style fields where present) into one file consumed by the map. The same map ships inside the Allianz Housing iOS app (link below).

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Non-profit & advocacy

React

Non-profitUX

Pak Palestine Forum

Full-site for Pak-Palestine Forum: mission pillars (Solidarity, Relief & Aid, Advocacy), impact stats, volunteer and donate flows, interactive "Where We Exist" map, FAQ accordion, contact form, and an in-app assistant for common questions.

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E-commerce

MVP

E-commerce Store Prototypes & MVP

Store prototypes iterated into functional flows; UX-driven pages, conversion-oriented UI, and quick iteration from feedback.

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Portfolio & 3D

Portfolio

Portfolio MVPs + 3D Mascot

Multiple portfolio MVP prototypes end-to-end; shipped demo-ready iterations. Interactive 3D mascot integrated into the portfolio experience.

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About me

I build AI systems that ship. Agentic AI, RAG pipelines, multi-LLM routing, and ML tooling, from research to production. I focus on grounding models in data, safe deployment, and clear evaluation so products are reliable and scalable.

I lead AI engineering and agentic AI work at BrandScaling; I also do full-stack and automation work. Based in the twin cities.

Current focus

Agentic AI & AI engineering at BrandScaling
Multi-LLM systems, RAG, and ML pipelines
Scaling AI prototypes to production

Experience

Where I work and what I focus on.

Lead Agentic AI Engineer & Full-Stack Developer

July 2025 – Present

BrandScaling (UK) by Global outsourcing Hub

Agentic AI, Decision Intelligence Agent, automation.

Lead Full-Stack Developer

July 2025 – Present

Adminless (UK) by Global outsourcing Hub

Care Property Hub, GHL CRM, dashboards.

AI Intern

Jun, Aug 2024

NASTP

Aerospace & tech park.

Skills & execution

Technical stack and how I ship: AI/ML tools, GenAI, and execution style.

Technical skills

AI engineering

Prompt engineeringRAGMulti-LLM routingLangChainEvaluationIterative development

Agentic AI

AI agentsTool useMulti-step reasoningAutonomous workflowsOrchestrationReasoning loops

Frontend

ReactNext.jsTailwind CSSComponent-driven UIUX principlesWireframingFigma

Backend

Node.jsNestJSExpress.jsREST APIsWebhooksAuth (JWT)Event-driven triggers

GenAI

OpenAIClaudeDeepSeekGeminiRAGLangChainMulti-LLM routingWeb search tooling

Data

PostgreSQLSupabaseMySQLAWS Aurora/RDSpgvectorChromaDB

Cloud & deploy

AWS AmplifyAWS App RunnerDockerVercelCI/CD pipelinesHTTPSRLS

CRM / automation

GoHighLevel (GHL)n8nEC2Lifecycle triggersNotification workflows

Execution style

Speed

Ship agentic and RAG systems from idea to deployable API; iterate on evals and prompts in tight loops.

Iterative development

AI demos and live pipelines aligned to product goals; experiment-first, then harden for production.

Autonomy

Design data pipelines, model routing, and evaluation so AI systems are measurable and maintainable.

Collaboration

Work with product, infra, and other engineers; clear APIs and docs so AI components integrate cleanly.

Evaluation-driven iteration

Improve on evals and user feedback; version prompts and models with clear baselines.

CV

Full CV available on request.

LinkedIn Email for CV

Get in touch

Open to full-stack and AI engineering roles. Have a project? Say hello.

rubabzahra248@gmail.com

Rawalpindi / Islamabad · Remote or onsite