zebMalik — Data extraction, automation and AI engineering

What we do

Five disciplines, deliberately focused.

We turned down the long service list on purpose. These are the areas where we can quote a price in an hour and ship something that survives contact with production.

Data extraction at scale

Public websites, marketplaces and directories turned into clean, deduplicated datasets. Pagination, session handling, JavaScript-rendered pages and rate-limit politeness are handled properly rather than patched around. Output as CSV, JSON, Google Sheets or straight into your database.

PythonSeleniumBaseScrapyPostgreSQL

AI agents and workflow automation

Systems that do the repetitive work: lead discovery and enrichment, document processing, chatbots, drafting and sending outreach, retrieval over your own files. Built with a local-model fallback where it matters, so a cloud API outage doesn't stop the pipeline.

LangGraphLangChainn8nOllama

AI chatbots & RAG

Backend and API engineering

Services, integrations and internal tools built security-first — authentication and authorisation, tenant isolation, presigned uploads, queueing, and deployment that doesn't fall over. Documented and handed across so you are never dependent on us.

FastAPINestJSRedisDocker

Data operations

The unglamorous half: cleaning, normalisation, deduplication, enrichment and recurring reporting. Set up once, scheduled, and monitored — so nobody on your team opens a spreadsheet on a Monday morning again.

PandasSheets APIAirtablecron

Custom app creation & mobile solutions

Cross-platform iOS and Android apps built with Flutter and scalable backends. From high-trust matrimonial and marriage matchmaking platforms with verified biodata and privacy controls, to on-demand booking, e-commerce, and productivity applications.

FlutterDartFirebaseSupabaseiOS & Android

App development services

Full service detail

What you actually receive

Structured output, not a screenshot of a spreadsheet.

Every extraction job ships with normalised fields, parsed prices and currencies, deduplication keys, and both CSV and JSON exports. If you want it in your own database instead, we write it there directly.

See a real project

output/products.json

{
  "scraped_at": "2026-09-07T18:04:11Z",
  "source":     "catalogue.example.com",
  "pages":      42,
  "rows":       1174,
  "duplicates_removed": 63,
  "records": [
    {
      "product_id": "SKU-88213",
      "name":       "Aluminium Roof Rail",
      "price":      129.95,
      "currency":   "EUR",
      "in_stock":   true,
      "image_url":  "https://..."
    }
  ]
}
// also written to output/products.csv

Selected work

Systems we have designed, built and shipped.

A sample of public and in-house builds. Client work under agreement is not listed here — we will talk through comparable projects on request.

App creation · Flutter

NikahMatch — Matrimonial & Marriage App

A cross-platform mobile app designed for secure, value-aligned matrimonial partner discovery. Features verified biodata profiles, compatibility scoring, discrete photo privacy controls with unblur requests, family/wali chaperone modes, and real-time encrypted messaging.

FlutterFirebaseFirestoreiOS & Android

Result: a modern, high-trust matchmaking experience with cultural privacy safeguards and instant push alerts.

Lead generation · Python

An end-to-end outreach pipeline

Discovers businesses across LinkedIn and Google Maps, extracts contact details from their websites, generates a personalised message per contact, sends over SMTP and logs every send so nobody is contacted twice. Runs unattended with cooldown logic, and falls back to a local model when cloud APIs are unavailable.

PythonOllamaSMTPCSV pipeline

Result: a full outreach cycle — discovery to sent mail — running from one command.

Price intelligence · Python

Competitor price monitoring

A production-style catalogue scraper handling pagination, price and currency parsing, stock status and deduplication by product ID, exporting to CSV and JSON. Headless by default with configurable request delays, so it can run on a schedule from a server without getting the client blocked.

SeleniumBaseHeadlessCSV / JSON

Result: repeatable pricing snapshots that can be diffed over time.

AI agents · JavaScript

Agent Blue — natural-language browser automation

A Chrome extension that reads the live DOM and carries out instructions written in plain English — navigating, clicking, typing and extracting text into a memory scratchpad it can reuse across tabs. Provider-agnostic across Gemini, GPT-4o, Groq and local Ollama models, with bring-your-own-key so running costs stay with the user.

Manifest V3GeminiGroqOllama

Result: repetitive browser work described once instead of performed daily.

All work

Mobile Applications & Turnkey Blueprints

Battle-tested mobile architectures, customized to ship.

From high-trust matrimonial and marriage matchmaking platforms to telehealth clinics, multi-vendor food delivery, fintech crypto wallets, AI fitness, and luxury retail. We engineer native 60fps Flutter mobile applications on scalable cloud backends, delivered with complete source code ownership and zero licensing lock-in.

NikahMatch — Matrimonial & Marriage Mobile App

Community & Social

NikahMatch — Matrimonial & Marriage App

High-trust partner matchmaking app with verified biodata profiles, criteria-based compatibility scoring, discrete photo privacy controls, and wali chaperone modes.

FlutterFirebaseFirestoreE2E Chat

View app case study

QuickBite — Food Delivery & Cloud Kitchen Platform

Logistics & Fleet

QuickBite — On-Demand Food Delivery

Triple-app ecosystem with customer ordering, merchant kitchen tablet terminal, and live courier dispatch with sub-second turn-by-turn GPS tracking.

FlutterGoogle MapsWebSocketsNode.js

View app case study

Healthcare & Wellness

CarePulse — Telehealth & Clinical Booking

Accessible digital health app connecting patients directly with certified physicians, interactive calendar slot booking, and secure WebRTC video consultations.

FlutterFastAPIWebRTCPostgreSQL

View app case study

Fintech & Banking

CoinVault — Fintech & Digital Wallet

Financial-grade mobile wallet application supporting instant peer-to-peer transfers, multi-currency accounts, biometric authorization, and automated savings vaults.

FlutterNestJSBiometricsPostgreSQL

View app case study

Fitness & Performance

ApexFit — AI Fitness & Workout Tracker

Athletic training and macro-nutrition tracker with dynamic AI routine generator, barcode nutrition scanning, HealthKit/Google Fit sync, and 100% offline database support.

FlutterHealthKitSQLiteFL Chart

View app case study

Commerce & Retail

LuxeMart — High-Fashion E-Commerce

Editorial mobile shopping app featuring interactive 'Shop the Look' visual lookbooks, sub-100ms instant product search, AI size advisor, and accelerated 1-click checkout.

FlutterGraphQLAlgoliaStripe

View app case study

Explore all 8 turnkey mobile architecture blueprints including Field Operations and EdTech.

Explore all app blueprints in Services

How we work

Written scope, fixed number, sample before the full run.

STEP 01

Send the brief

Describe the site or the task and the fields you need. Two minutes in a form — no call, no discovery workshop.

STEP 02

Get a fixed quote

Within a few hours you get a flat price, a delivery date and what is explicitly out of scope. If it isn't a fit, we say so.

STEP 03

Review a sample

You see real output early — before the full run — so direction is corrected while it is still cheap to correct.

STEP 04

Delivery and handover

Final data, plus the script or workflow and its documentation if you want to keep running it yourself.

The team

You are hiring named specialists, not an inbox.

A small team by choice. The people below are the people who do the work — direct communication and verifiable standards before you commit a budget.

Backend & AI engineering

Muhammad Shahzeb Malik

Backend services, agent architectures and data extraction. Production work across CRM, KYC and fintech systems — authentication, tenant isolation and API security. BS in Artificial Intelligence.

PythonFastAPINestJSLangGraphDocker

GitHub

Machine learning & automation

Syed Qaim Raza

Machine learning, exploratory data analysis and classification models, plus n8n workflow automation including OCR-based document processing and front-end delivery.

PythonDeep learningn8nOCRJavaScript

GitHub

Digital Marketing & B2B Lead Gen

Saqib Shabbir Bhatti

Digital marketing and B2B lead generation. Prospect qualification, cold outreach strategy, campaign execution and CRM enrichment to turn raw data into high-value sales conversations.

B2B Lead GenDigital MarketingCold OutreachCRM EnrichmentProspecting

Lead list building

We build the data and automation systems other teams keep putting off.

Five disciplines, deliberately focused.

Data extraction at scale

AI agents and workflow automation

Backend and API engineering

Data operations

Custom app creation & mobile solutions

Structured output, not a screenshot of a spreadsheet.

Systems we have designed, built and shipped.

NikahMatch — Matrimonial & Marriage App

An end-to-end outreach pipeline

Competitor price monitoring

Agent Blue — natural-language browser automation

Battle-tested mobile architectures, customized to ship.

NikahMatch — Matrimonial & Marriage App

QuickBite — On-Demand Food Delivery

CarePulse — Telehealth & Clinical Booking

CoinVault — Fintech & Digital Wallet

ApexFit — AI Fitness & Workout Tracker

LuxeMart — High-Fashion E-Commerce

Written scope, fixed number, sample before the full run.

Send the brief

Get a fixed quote

Review a sample

Delivery and handover

You are hiring named specialists, not an inbox.

Muhammad Shahzeb Malik

Syed Qaim Raza

Saqib Shabbir Bhatti

Tell us what you need extracted, automated or built.