Sumit Kumar

Jun 2026 — HackerRank Orchestrate

Vision-driven pipeline that cross-checks insurance damage photos against claim narratives and flags inconsistencies automatically.

Built for the HackerRank Orchestrate June 2026 challenge. Ingests a batch of insurance claims, runs each submitted image through a vision-capable model alongside the written description, scores narrative-image consistency, and outputs a structured verification report across all 44 claims in the set. Handled real-world input mess along the way: AVIF-to-JPEG conversion, Windows PowerShell environment quirks, and API key/config wrangling.

HackerRank Orchestrate

An agent that routes incoming requests across domains and prioritizes them automatically — placed in the global top tier of the hackathon.

Designed a triage system that classifies and routes multi-domain requests (support, technical, escalation) using LLaMA 3.3-70B served through the Groq API, optimizing for both latency and routing accuracy. Achieved a notable global ranking in HackerRank's Orchestrate hackathon field.

magicpin AI Builder Challenge

A Spring Boot-based conversational bot that helps merchants manage listings, offers, and queries — live on Railway.

Built end-to-end for magicpin's AI Builder Challenge: a Spring Boot backend wired to an LLM for natural-language merchant support, deployed to Railway for public access. Focused on reliable conversation state handling and fast response times for non-technical merchant users.