Looking for a job

HARI RAJ

@hariraj1

Message

I build accurate automotive valuations through OEM data and analytics.

India

Message

What I'm looking for

I'm looking to apply automotive valuation, OEM data analysis, and workflow automation experience to improve vehicle appraisal accuracy, inventory decisions, and data quality.

At Associated Auto Solutions International, I audit OEM window stickers and build sheets for Drive Choice to produce precise wholesale, trade-in, and retail bookout values. I also develop AI prompt templates that accelerate appraisal audits, equipment cross-verification, and inventory listing workflows.

Previously, at Merit Data & Technology, I managed and validated UK automotive product data for CAP HPI (Solera) across ICE, Hybrid, and EV vehicles. I bring 4+ years of experience in trim and option mapping, OEM technical specifications, valuation tools, SQL, Advanced Excel, and automotive database quality assurance.

Experience

Work history, roles, and key accomplishments

Current

Senior Associate – Auctions

Current

Associated Auto Solutions International Pvt. Ltd.

Jul 2026 - Present (2 months)

Conducts OEM window sticker and build sheet audits against J.D. Power checklists to calculate wholesale, trade-in, and retail bookout values for US client Drive Choice. Develops and optimizes AI prompt templates to automate appraisal auditing workflows and performs root-cause analysis on data extraction errors.