Aayushi jha

Product Engineer

Delhi, India8 yrs 6 mos experience

Most Likely To Switch

Key Highlights

Expert in building scalable ETL pipelines on AWS.
Proficient in advanced web scraping and data extraction techniques.
Strong background in data automation and optimization.

Stackforce AI infers this person is a Data Engineer specializing in cloud-based data solutions and automation.

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Skills

Core Skills

Web Scraping & Data ExtractionCloud Data Engineering & EtlAutomation & Optimization

Other Skills

AWS LambdaAmazon AthenaAmazon EC2Amazon ECSAmazon Web Services (AWS)CI/CDData AnalysisData AnalyticsData EngineeringData ExtractionData ScienceData VisualizationData WranglingDeep LearningElasticsearch

About

🚀 AWS Data Engineer | ETL Pipelines | Glue, PySpark, Redshift | Open to Opportunities I’m a data engineer specializing in cloud-based ETL pipelines, web scraping, and data automation, with a proven track record of building scalable, high-performance data solutions. Skilled in Python, SQL, Scrapy, Selenium, Playwright, and AWS services (S3, Lambda, Glue, Redshift), I transform complex datasets into clean, actionable insights that fuel business intelligence and decision-making. 💡 Passionate about big data, cloud computing, and workflow automation, I design and optimize robust data frameworks that improve efficiency, reduce costs, and support advanced analytics at scale. 🔹 Core Expertise ✅ Web Scraping & Data Extraction – Advanced frameworks with Scrapy, Selenium & Playwright ✅ Cloud Data Engineering & ETL – Scalable pipelines with AWS Glue, Redshift & Lambda ✅ Automation & Optimization – Workflow automation with Python & CI/CD integration ✅ Big Data Processing – Large-scale dataset handling for analytics & reporting

Experience

8 yrs 6 mos

Total Experience

1 yr 7 mos

Average Tenure

2 yrs 10 mos

Current Experience

Kpmg india

Aws Data Engineer

May 2025 – Present · 1 yr 1 mo

Bitwise india

Senior Software Engineer

Aug 2023 – Present · 2 yrs 10 mos · Pune, Maharashtra, India · Remote

Led strategic initiatives for product-led growth and optimized user experience at Bitwise India.
Spearheaded development of advanced web scraping and data crawling frameworks using AWS services.
Innovated a browser-based automation tool to improve data extraction efficiency, integrating CI/CD pipelines for streamlined deployment.

Web CrawlingWeb ScrapingAWS LambdaAmazon EC2Amazon ECSSQL+8

Springbord

Senior Software Engineer

Aug 2022 – Jun 2023 · 10 mos · Chennai, Tamil Nadu, India · Remote

Spearheaded the development of advanced web scraping and data crawling frameworks using AWS services.
Designed and implemented efficient PDF extraction processes using Python, leveraging libraries such as PyPDF2, PDFMiner, and Tesseract.
Created and deployed multiple web crawlers to automate large-scale data collection, addressing challenges like CAPTCHA bypassing and dynamic content scraping.

FlaskWeb ScrapingPython (Programming Language)Amazon Web Services (AWS)Scrapy FrameworkExtract, Transform, Load (ETL)+3

Course5i

Senior Analyst

Sep 2021 – Aug 2022 · 11 mos · Gurugram, Haryana, India

Developed Python scripts for web scraping and automation to extract data from diverse sources in the e-commerce industry.
Designed frameworks to handle complex data extraction challenges, such as dynamic content rendering and anti-scraping mechanisms.
Supported business intelligence and decision-making by processing raw data at scale.

SQLFlaskWeb ScrapingPython (Programming Language)Scrapy FrameworkWeb Crawling+1

Tyroo

SDE -1

Feb 2020 – Aug 2021 · 1 yr 6 mos · Gurgaon, Haryana · On-site

Design, develop, optimize, and maintain data architecture and pipelines that adhere to ETL principles & business goals to solve complex data problems to deliver insights that helps our business to achieve their goals.
Developing highly reliable web crawlers and parsers across various websites.
Develop frameworks for automating and maintaining constant flow of data from multiple sources and storing them to databases.

PythonData ExtractionScrapy FrameworkWeb CrawlingCloud Data Engineering & ETL

Head field solutions pvt. ltd.

Python Developer

Aug 2017 – Jan 2020 · 2 yrs 5 mos · Noida Area, India

Developed 100+ Scrapper using Python, Requests, BeautifulSoup, Selenium for companies inbuilt tool - Intellisent.
Working on sentiment analysis of data through various social channels and web forums to identify and extract opinions within text using the mixed NLP.

Scrapy FrameworkPython (Programming Language)SQLSentiment AnalysisNatural Language Processing (NLP)Web Scraping & Data Extraction