.png){kind=logo}
Hardi Shah
Junior Software Engineer specializing in distributed systems, DevOps, and observability
Connect with Hardi
Hardi already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Built and launched a verified listings system for Burrow (student subleasing) after interviewing ~50 students about scam/fake listing concerns; chose a lightweight .edu-based verification approach to ship fast and then iterated with badges and clearer details, reducing churn from 15% to 7%. Also ran an LLM A/B test for auto-generating listing descriptions and improved trust/accuracy by updating prompts to prevent hallucinated details.
Experience
Education
Key Strengths
- Owned and shipped verified listings feature end-to-end for a student subleasing platform
- Customer discovery via ~50 student interviews to identify scams/fake listing pain point
- Pragmatic tradeoff decisions (simple in-house verification vs third-party like ID.me) to ship quickly
- Post-launch iteration based on feedback (verification badges, clearer listing details)
- Measured impact with engagement metrics; reduced churn from 15% to 7%
- Designed an LLM evaluation loop and improved output accuracy by tightening prompts to predefined fields
Discover more candidates like Hardi
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent