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Ritika Shrestha
Junior Software Engineer specializing in AI and full-stack web development
Granville, OHBreakthrough Tech AI, Fellow3 years experienceJuniorArtificial IntelligenceEducationHigher Education
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About
Junior web developer turned applied AI builder who has shipped both user-facing web UX improvements (Vue.js + Drupal/Twig) and production LLM systems. Built a Google Cloud-hosted Llama/Ollama RAG customer-service chatbot with citation-based guardrails and a metrics-driven eval loop, and also delivered a large-scale Python pipeline analyzing 14M Amazon consumer reviews for flavor-trend detection.
Experience
Breakthrough Tech AI, FellowBreakthrough Tech AI
Breakthrough Tech AI, FellowCornell Tech
Junior Software EngineerDenison IT Web Services
Software Engineering InternTransCore
Software Engineering InternReal AI Dynamics (RAID)
Teaching AssistantDenison Computer Science Department
Education
Denison Universitybachelor, Computer Science and Mathematics (2026)
Key Strengths
- Owned and shipped end-to-end web portal UX feature (customizable drag-and-drop dashboard) addressing navigation pain points
- Data-driven iteration post-launch (20% increase in user engagement; optimized page load for highly customized dashboards)
- Production RAG chatbot delivery with grounding/citation guardrails to reduce hallucinations
- Built LLM evaluation loop with golden set and automated metrics (retrieval accuracy, context adherence, hallucination rate) driving concrete pipeline changes
- Scaled messy-text data pipeline for 14M consumer reviews with cost/latency-aware model staging (lightweight first-pass, heavier final analysis)
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