Aditi K.

Key Skills

Software

Other

Top Subject Matter

Web scraping and data transformation for AI/content automation pipelines

AI content pipeline automation using LLM-driven draft generation

Lead generation data collection and enrichment for automated outreach

Top Data Types

Document

Text

Top Task Types

Data Collection

Transcription

Evaluation/Rating

Computer Programming/Coding

Classification

Text Generation

Freelancer Overview

Web Scraping & Data Transformation Pipeline (n8n). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology, SGGSIET, Nanded (2022) and N/A, Udemy (2024). AI-training focus includes data types such as Text and labeling workflows including Data Collection and Text Generation.

Labeling Experience

Lead Generation & Outreach Automation

OtherTextData Collection

Designed a self-hosted n8n workflow to scrape lead data, enrich it using third-party APIs, and trigger personalized outreach based on lead scoring. Integrated Google Sheets, SMTP, and enrichment APIs while applying deduplication and rate-limited sequencing to control data flow. Built the automation to convert collected/enriched lead information into structured actions for outreach execution. • Scraped leads and parsed them into workflow-ready data • Enriched records via third-party APIs and deduplicated entries • Applied lead scoring logic to select outreach targets • Sent personalized outreach emails via SMTP with rate-limited sequencing

2024 - 2024

AI-Powered Content Pipeline using n8n

OtherTextText Generation

Developed an AI-powered content generation and publishing workflow using n8n to fetch trending topics and generate AI drafts through an LLM API. Automated CMS publishing with scheduled triggers and retry logic to ensure dependable content pipeline execution. Implemented rate limit management and error handling to maintain scalability and reduce workflow failures. • Fetched trending topics for automated content creation • Generated AI drafts via LLM API within n8n • Auto-published drafts to CMS using scheduled triggers • Added retry logic plus rate-limit and error handling

2024 - 2024

Web Scraping & Data Transformation Pipeline (n8n)

OtherTextData Collection

Built an n8n-based web scraping pipeline to extract information from multiple HTML sources and convert it into structured JSON. Performed cleaning and transformation steps to make the extracted data consistent and usable for downstream workflows. Added pagination handling and fault-tolerant logic to improve reliability across varying source pages. • Scraped and parsed HTML content from multiple sources • Transformed raw pages into structured JSON records • Implemented pagination handling for multi-page datasets • Added fault-tolerant execution logic for failures

2023 - 2023

Education

Work History