Automated Data Extraction & Social Videos

@ashinnd84

Hello there, we are a team of Data Scientist and AI Automation Software developers. Please, send me a message to discuss the work and finish in no time. Thanks Ashish Kumar.

@tecnogize

Hi! Your two-part project is right in my wheelhouse — I’m comfortable toggling between “keyboard mode” for data pipelines and “timeline mode” for short-form video. Part 1: Automated data extraction I build repeatable Python scripts using `requests`, `BeautifulSoup`, `Scrapy`, and `Playwright` for JS-heavy sites. For APIs, I handle auth, pagination, rate limits, and data normalization into clean CSV/JSON or straight into Postgres/Sheets. Recent work: I set up a daily scraper that pulled 10k+ product listings, deduped, validated, and pushed to Google Sheets via API — zero manual entry, 99.8% accuracy. I always script for idempotency and logging so you can rerun anytime without messy duplicates. Part 2: Social media video edits I cut vertical 9:16 Reels/Shorts/TikToks from data or provided assets. My edits focus on punchy hooks in the first 1s, bold on-screen text, clean cuts, and royalty-free music from Epidemic/Pixabay. I deliver in formats that work on mobile and desktop feeds. Recent example: turned a CSV of stats into 20+ 15-30s videos with dynamic text overlays via Python + FFmpeg/CapCut templates. Deliverables you’ll get: 1. A documented script/workflow that auto-extracts, cleans, and exports data to your spreadsheet/DB. 2. 10-20 scroll-stopping short videos cut from that data, with captions + music. I can share code samples + video links. What kind of data source are we pulling from?

@muneeb6767

I can handle both sides of this project—building automated data extraction workflows using Python, APIs, and web scraping to generate clean, structured datasets, then transforming that data into engaging short-form videos optimized for Reels, TikTok, and YouTube Shorts. My focus is on creating reliable, repeatable automation and high-retention content that turns raw data into valuable, shareable insights.

@KarthikTechCon

Hi, I'm Karthik, a Full-Stack Developer and Automation Specialist with 15+ years of experience in data extraction, API integrations, web scraping, ETL workflows, and content automation. Your project combines two areas I work with regularly: automated data collection and social media content production. ✔ Automated data extraction using Python, APIs, and web scraping ✔ Data cleaning, normalization, and export to Excel, CSV, Google Sheets, or databases ✔ Error handling, scheduling, and repeatable workflows ✔ API integrations and automation pipelines ✔ Short-form video creation for Instagram Reels, TikTok, and YouTube Shorts ✔ Motion graphics, captions, transitions, and royalty-free audio ✔ Data-driven content generation and visual storytelling I can build a reliable extraction workflow that automatically gathers and structures data while minimizing manual intervention. From that data, I can create engaging, platform-ready videos optimized for social media engagement and mobile viewing. Deliverables: • Fully documented extraction script/workflow • Clean structured dataset exports • Platform-ready short-form videos • Setup documentation and handover support Available to discuss your data sources, video requirements, timelines, and milestones to deliver an efficient end-to-end solution. Best Regards, Karthik

@aidigitalhub

Given my extensive experience with Python and data extraction, I am confident that I possess the precise skill set needed for your project. I have successfully created numerous Python scripts & APIs to automatically extract, normalize and organize large volumes of data into clean spreadsheets or databases, ensuring accuracy and repeatability. I'm meticulous, detail-oriented and have a keen eye for maintaining data structure while eliminating manual effort. In terms of video production, I have a great track record of creating engaging videos that meet all specifications for optimum social media performance. My expertise filter down to dynamic editing, incorporating on-screen text efficiently, choosing compatible music and adapting content to suit various platforms including mobile and desktop feeds for Instagram Reels, TikTok or YouTube Shorts. To summarize, my project management skills combined with my in-depth understanding of automated data extraction and creating compelling social media assets make me an ideal fit. Joining forces for your vision feels like a perfect match where we can leverage our respective strengths to achieve outstanding milestones together!

@usamaansari786

✋ Hi there! Building an automated data extraction workflow and transforming the resulting information into engaging short-form social media content is an exciting journey, and I'm thrilled to offer my expertise to ensure your vision comes to life with clean, reliable automation and high-quality deliverables. For this project, we recommend a stack including n8n,make,zapier for data extraction and processing, APIs or web scraping frameworks such as Requests, BeautifulSoup, Scrapy, or Playwright depending on the source, and structured export to Google Sheets, Excel, CSV, or a database. For content production, we would use a streamlined video editing workflow optimized for Insta Reels, T-Tok, and YouTube Shorts with dynamic captions, royalty-free audio, and mobile-first formatting. This combination ensures accurate, repeatable data collection and engaging content generation from the extracted information. Could you share the source of the data you need extracted (website, API, documents, etc.) and whether the workflow should run on a schedule or on demand? Also, approximately how many videos per week or month do you expect to produce from the extracted data? Happy to explore this together feel free to message me! Please let me know your thoughts. Looking forward, Usama F

@sudhir0112

Hello, I have experience working with automated data collection workflows and transforming structured data into useful business content. I can build a reliable extraction process using appropriate tools and deliver clean, well-organized datasets that are easy to maintain and update. The workflow will be designed for accuracy, repeatability, and efficient export to spreadsheets or databases. In addition, I can create short-form social media videos optimized for platforms such as Instagram Reels, TikTok, and YouTube Shorts. Each video will feature clear messaging, engaging edits, on-screen captions, and platform-ready formatting. The final solution will include both the automation workflow and the completed video assets with clear documentation. I maintain regular communication and provide progress updates throughout the project lifecycle. I look forward to discussing the data sources, content goals, and project timeline.

@andriii2

Hello, ✨✨✨From Vision to Victory-We Code Your Success✨✨✨ Your project sounds like a good mix of automation and creative execution, and I can handle both sides without treating them as separate worlds. On the data side, I can build a reliable Python/PHP/JavaScript workflow to extract information automatically through APIs or web scraping, clean and normalize the results, remove duplicates, handle errors, and export everything into a structured spreadsheet, CSV, or database. I have worked on scraping and data extraction tasks where accuracy, repeatability, and clean output mattered more than manual collection. On the video side, I can turn the extracted data or your provided assets into short-form social videos for Reels, TikTok, and YouTube Shorts, with mobile-first framing, sharp pacing, readable on-screen text, royalty-free music, and platform-ready exports. I’ll first clarify the data source, output format, video quantity, duration, and style, then break the work into clear milestones so you can review the extraction results and sample video direction early. I’m committed to clean delivery, clear communication, deadline-focused work, and quick revisions until both the automated data workflow and finished videos are ready to use. Best Regards, Andrii

@aaronrobs

⚡️Quality is Guaranteed⚡️ I can help you seamlessly automate data extraction and craft engaging social media videos that captivate your audience. ➡️ Core Deliverables • Automated Python script or workflow for accurate data extraction • Clean, well-structured spreadsheet or database export • Set of polished, platform-ready short videos with punchy edits, clear text, and royalty-free music ➡️ My Approach • Leverage APIs and web-scraping tools for reliable, repeatable data capture • Normalize and organize data for effortless downstream use • Edit videos optimized for mobile and desktop feeds, tailored to each platform • Maintain quality and consistency across all deliverables I am committed to delivering a high-quality product that meets your goals. I look forward to the opportunity to discuss this project further. Kind regards, Aaron Roberts

@bizvivo

I am excited to bid on your web scraping project. With extensive experience in web scraping, automation, and data pipeline development, I can deliver high-quality results for your project. Experience: Python: Proficient in Python with libraries like Scrapy and BeautifulSoup. Selenium: Expertise in Selenium for web automation and dynamic content handling. Data Pipelines: Skilled in building robust data pipelines and ETL processes. Databases: Familiar with SQL and NoSQL databases for data storage and retrieval. Services: Custom web scraping solutions. Efficient scripts for data extraction and saving. Automation pipelines for data processing and integration. Reliable and accurate data extraction. Why Choose Me: Proven track record of successful web scraping projects. Clear and prompt communication. Commitment to high-quality results. Looking forward to working with you! Best regards, Radhika

@apoorvar16

Hi, Your project aligns perfectly with my experience in both data automation and short-form content creation. Recently, I built a fully automated data extraction system that collected and structured information for 20,000+ companies using Python-based scraping and automation workflows. The system handled data cleaning, normalization, deduplication, and exports into organized spreadsheets, ensuring accuracy and repeatability rather than manual data entry. On the content side, I developed an Instagram Reel automation solution, including automated engagement workflows and comment-reply automation. I also create short-form videos optimized for Reels, TikTok, and YouTube Shorts with engaging edits, captions, motion graphics, and mobile-first formatting. For your project, I can deliver: • Automated data extraction workflow (Python/APIs/Web Scraping) • Clean, structured spreadsheet or database exports • Reliable and scalable automation process • Platform-ready short-form social videos • End-to-end workflow from data collection to content creation What excites me most is that this project combines both areas I already work in regularly, allowing me to build a seamless pipeline from automated data gathering to engaging social content. I’d be happy to discuss the data sources, video volume, timelines, and milestones. Looking forward to hearing from you. Apoorva

@spodstechno

Hello, You’re essentially asking for a repeatable pipeline: (1) automatically extract data (via API/script/web scraping), normalize it into a clean spreadsheet/database, and (2) turn that data (plus any assets you provide) into short, high-retention social videos with punchy edits, legible on-screen text, and consistent formatting across Reels/TikTok/Shorts. I can propose a workflow that treats “extraction → structured dataset → video templates” as one system, so updates re-run reliably without manual typing. Technical question: What’s the source of the data you want extracted (a specific website URL with pages/filters, or an API endpoint you already have access to)? If you confirm that, I’ll outline: - an automated extraction/normalization script (export to CSV/Sheets or a small database) with validation checks for accuracy and repeatability - a video-generation approach using a consistent template (aspect ratios, text styling, timing rules), so each post is generated deterministically from the dataset What are the target platforms first (Reels, TikTok, Shorts), and do you expect the data to change on a schedule (daily/weekly) or on-demand?

@sakshigweb

Hi there! Automated extraction pipelines that stay accurate on repeat runs — and short-form videos that actually stop the scroll — are two things we handle well, and combining them into one workflow is even better. Part 1 — Data Extraction: - Python script or API-based pipeline to auto-pull and normalize your data - Clean, structured output (CSV/spreadsheet/DB) — repeatable, not a one-off - Error handling so the script doesn't silently fail between runs - Documentation so you or your team can re-run or modify it Part 2 — Social Videos: - Reels/TikTok/Shorts-format edits — punchy cuts, on-screen text, royalty-free audio - Mobile-first framing, optimized for vertical feeds - Delivered platform-ready (correct resolution, aspect ratio, file format) We've built Python scraping and automation workflows for data pipelines, and our video stack includes Premiere Pro, After Effects, and CapCut for fast social-first edits. Both sides of this brief are in our regular workflow. I'll personally review both deliverables before handover. One question: is the data source a website that needs scraping, or an existing API/platform with structured export access?

@Ritesh11gupta

The two-part nature of your project sounds interesting, especially switching between keyboards and timelines! I have solid experience with Python and web scraping. What specific platforms or data sources are you focusing on for this?

@sarthaktayal975

Hi, This project is a good fit for my background. On the data extraction side, I've built Python scraping and automation systems that replicate underlying API/GraphQL calls instead of relying on fragile browser automation. For example, I've scraped Meta Ad Library and Instagram video data by reverse-engineering GraphQL requests and building scalable extraction workflows that export clean structured data. I can deliver a repeatable pipeline that automatically collects, cleans, and exports data to spreadsheets or databases with proper error handling and documentation. For the content side, creating short-form social media assets is a much more straightforward task. Once the data or assets are available, I can produce platform-ready content with captions, overlays, formatting, and edits suitable for Reels, Shorts, and TikTok.

@AzeemCodes7

I'm a certified AI, Python Automation & Data Analyst, Data scraping specialist with hands-on experience in web scraping, Selenium, Playwright, Flask, n8n workflow automation, and data analysis using Python, R, Pandas, and NumPy. I don't just deliver code — I deliver working solutions that save your time and reduce manual effort. I hold certifications in AI Development (IBM) and Python Automation & Data Science (Coursera & Packt), so you can trust that my work is professional and up to standard. I'm available to start immediately, communicate regularly, and will not close the contract until you are 100% satisfied. Let's discuss your project — feel free to send me a message!

@harinders58

As a leader in technology solutions, both big and small, Techminder Hub LLP is well-equipped to tackle your two-part project. Our technical expertise in API Development, JavaScript, and PHP makes us well-suited for the automated data extraction component of your project. We have a proven track record of successfully implementing robust Python scripts and leveraging APIs to streamline data collection and normalization processes. This ensures not only greater accuracy and reliability but also time and cost efficiency for your project. On the creative front, we're not just about data extraction; we excel at transforming insights into engaging visual narratives. We've produced numerous social media videos for our clients which showcase our ability to pack concise yet compelling storytelling into bite-sized formats - which is precisely what you're after for Instagram Reels, TikTok or YouTube Shorts. Our understanding of mobile and desktop compatibility ensures your videos will make an impact across all devices.

@shubhankar1967

Hi, I am an IITian with 10+ years of experience to develop similar projects ,I will build the extraction pipeline in Python using BeautifulSoup4 or Playwright for scraping (depending on site complexity), Pandas for normalization, and PostgreSQL with scheduled cron jobs or Apache Airflow for orchestration. For video creation, I'll use FFmpeg with Python bindings (moviepy) to programmatically composite data overlays onto templates, or Remotion (React + Node.js) for code-driven timeline rendering, exported to MP4 optimized for Instagram/TikTok specs. Kindly click on the chat button so I can share you my relavant projects. Lets connect

@feodosieg

Hello, I’m comfortable building Python scripts to pull clean data automatically and creating sharp social videos for platforms like TikTok. 6+ years in development with Python, JavaScript, web scraping, API development, and video editing. I use Claude AI tools actively to speed up work. I noticed you want punchy edits with royalty-free music—that’s right in my wheelhouse. Hope to hear from you. Regards, Feodosie.