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★ Where it started

ERP
Analytics

Oracle Cloud HCM · Bangalore · Aug 2017 — Jul 2019
Oracle HCMQ-Forecast13 business units · live●●●
Business units
  • Retail · NA
  • Retail · EMEA
  • SaaS
  • Hardware
  • + 9 more
Q4 forecast NA+12%
Q4 forecast EMEA+4%
Q4 forecast APAC+9%
SaaS attach rate+2 pp
Sai

Project Overview

My first job out of grad school. Two years across the full app lifecycle on Oracle Cloud HCM — integration, automation, ML for forecasting, and a credit-card fraud POC on the side. The work that taught me production systems aren't just code, they're paperwork.

Oracle Cloud HCMJava · PythonSQL · NoSQLELK StackAWS KinesisKafka50K+ LOC13 business units

The work

  1. PIP automation. Automated the Performance Improvement Plan process across 13 business units. Saved 600+ monthly work hours.
  2. ERP analytics dashboard.Real-time overview for the client CEO with quarterly ML forecasts. Tied to a 20% quarterly business activity lift.
  3. Fraud detection POC. AWS Kinesis + Kafka pipeline for real-time credit-card classification based on user buying patterns.
600 hrs
Monthly work-hours saved by automating the Performance Improvement Plan process across 13 business units.
2× faster
Custom report generation
2 months
Project delivered early

The outcomes.

+20%
Quarterly activity

Tied directly to insights surfaced by the new analytics dashboard.

95%
Test pass-rate

Test scenarios and cases authored for HCM integration releases.

2 POCs
Pipelines shipped

ELK for Spark logs + Kinesis/Kafka for fraud-detection — both adopted by the team.

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