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Services

Six ways to
win with data.

From first extraction to final dashboard β€” every step of the data journey, handled. Fixed quotes, plain-English scoping, honest feasibility answers.

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Web Scraping & Data Extraction

Custom Python scrapers built for real-world websites β€” the ones with anti-bot walls, JavaScript rendering, and awkward pagination.

  • β†’Anti-bot handling with curl_cffi TLS fingerprinting, httpx, and browser automation (Playwright / Selenium) when needed
  • β†’Pagination, retries, deduplication, and incremental runs handled properly
  • β†’Clean structured output: CSV, JSON, or Excel β€” analysis-ready
  • β†’E-commerce, real estate, social media, jobs, leads, travel, and research sources

Related: 200+ ready-made scrapers Β· How I build reliable scrapers

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Apify Actor Development

Production-grade Apify Actors with input schemas, documentation, and store listings β€” from a developer with 300+ published Actors serving 3.5K+ users at a 96.3% run success rate.

  • β†’Actor architecture, input schema & dataset design
  • β†’Migration of existing Python scrapers to the Apify platform
  • β†’Store-ready listings: description, README, pricing setup
  • β†’Maintenance and issue response measured in hours, not weeks

Related: Apify portfolio Β· How to build an Apify Actor

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Python Automation & Scripts

Repeatable workflows that replace hours of manual copy-paste β€” browser automation, API integrations, file processing, and scheduled jobs.

  • β†’Browser automation for form-filling, monitoring, and downloads
  • β†’API integrations that move data between the tools you already use
  • β†’Data-processing scripts: merge, clean, convert, enrich
  • β†’Documented, runnable code you keep

Related: What automation clients say

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Data Analysis & Insights

Exploratory and statistical analysis in Jupyter that turns a confusing dataset into findings you can defend β€” delivered as a notebook, report, or both.

  • β†’Exploratory data analysis with clear visualizations
  • β†’Statistical testing: correlation, ANOVA, chi-square, regression
  • β†’Feature screening and segmentation
  • β†’Plain-English write-ups β€” findings, not just figures

Related: Statistical analysis case study

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Machine Learning & Forecasting

Predictive models validated honestly β€” recommenders, classifiers, and forecasts built with scikit-learn, TensorFlow, PyTorch, and gradient boosting.

  • β†’Recommender systems (collaborative, content-based, hybrid)
  • β†’Classification & predictive maintenance with class-imbalance handling
  • β†’Time-series demand forecasting with LightGBM / XGBoost / deep learning
  • β†’Deployment as Flask REST APIs where needed

Related: Recommender case study Β· Failure-prediction case study

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Dashboards & Reports

Interactive dashboards and clean reports that make complex datasets readable at a glance β€” and keep the answer current as new data arrives.

  • β†’Interactive dashboards for teams
  • β†’Automated HTML reports from datasets
  • β†’Executive summaries in plain English
  • β†’Deliverables your team can keep using without me

Related: Discuss a dashboard project

Why datavyn

Built for speed.
Grounded in rigor.

🧱

Clean, structured output

Every deliverable arrives analysis-ready: consistent fields, deduplicated rows, CSV, JSON, or Excel β€” straight into your sheet, database, or BI tool.

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Ready-made + custom

200+ scrapers already built for e-commerce, real estate, social, jobs, and leads β€” and custom builds when your target isn't in the library.

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Fast turnaround

Existing tools run today; custom scrapers and analyses ship in days, not months. Small, focused projects are the specialty.

🐍

Technically deep

Python, pandas, machine learning, and battle-tested scraping stacks β€” the same tools behind every project in the portfolio.

🌍

Worldwide, async-friendly

Based in Lahore, working across time zones with clients everywhere. Clear written updates, no meetings required.

🀝

Straight answers

Honest scoping before any commitment: what's feasible, what it costs, and what the data can and cannot tell you.

Not sure which service fits?

Describe the outcome you need β€” I'll tell you the simplest path to it, with a fixed quote.

Describe your project β†’