Automation isn’t just about the code — it’s about impact, clarity, and real use-cases.
Context: Asia Pacific recruitment operations
Role: Recruitment Operations
Tools Used: Power Query, Advanced Excel, Data Modeling
Impact: Reduced manual tracking effort by 10 hours/week, improved onboarding visibility across 13 APAC countries
* Onboarding status was tracked manually across multiple Excel files.
* Inconsistent tracker updated.
* Manual consolidation required frequent copy-pasting.
* Leadership lacked real-time onboarding visibility.
* Error rate due to duplicate entries and mismatched data.
* Time consumption.
Data Sources
* Offer release tracker (Pulled via ATS - Avature)
* Candidate onboarding sheet stored in XLS.Power Query Logic Applied
* Cleaned inconsistent headers.
* Created calculated columns.
* Built conditional logic for onboarding status.
* Created refreshable Power Query with one-click update.
Data Sources → Power Query Cleaning → Data Merge → Status Logic → Output
* Reduced manual consolidation time from 10 hours/week.
* Enabled visibility across 13 APAC countries.
* Clarity on Offer vs Joined candidates.
* Pending Start tracker become easier.
* Ease the further automation.
* Reduced duplicate record errors by 100%.


Context: Asia Pacific Recruitment Operations (13 Countries)
Role: Recruitment Operations / Talent Analytics
Tools Used: Power Query, Advanced Excel, Power Automate (Cloud Flow), Outlook
Impact: Fully automated IJP distribution process across APAC, eliminating manual email effort and ensuring standardized communication
Internal Job Postings (IJP) were distributed manually across APAC countries.* IJPs were shared through manual copy-paste emails.
* High dependency on manual formatting and country-wise distribution lists.
* Risk of missing stakeholders during circulation.
* No centralized or structured workflow.
* Time-consuming repetitive administrative efforts.
Data Source
* IJP master tracker maintained in Excel.
* Structured job details including role, location, hiring manager, eligibility, and application deadline.
Power Query Logic Applied* Standardized and cleaned job data format.
* Removed blank or incomplete entries.
* Created calculated columns for structured email-ready content.
* Built a refreshable query to prepare final IJP distribution dataset.
* Designed one-click refresh process for updated postings.
* Create cloud flow using power automate that sends email notification for all the APAC conuntires on a single click.
* Trigger: When refreshed dataset is updated.
* Extracted structured IJP details from the output file.
* Automated dynamic email body creation.
* Connected with Outlook connector.
* Distributed IJP emails to country-specific APAC distribution lists automatically.Data Source → Power Query Cleaning → Structured Output → Power Automate Trigger → Outlook Distribution → APAC Countries
* Eliminated 100% manual copy-paste effort in IJP circulation.
* Reduced distribution time from ~2–3 hours per posting to under 5 minutes.
* Standardized communication format across 13 APAC countries
* Minimized risk of missing stakeholders.
* Improved operational efficiency and governance.
* Created scalable framework for future automation enhancements.