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Surya Danturty - Data Science/ Machine Learning Consultant in Riverside, CA

Surya Danturty

Intern AI/ML Engineer specializing in computer vision and time-series forecasting

University of California, RiversideUC RiversideRiverside, CA0 Years ExperienceIntern LevelWorks On-Site

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About

Undergrad who built a production RAG chatbot for a messy college website using OpenAI embeddings + FAISS, overcoming hard-to-crawl/non-selectable site content and strict API budget limits. Applies information-retrieval best practices (section-based chunking with overlap, precision/recall evaluation) and reliability techniques (edge-case testing, similarity thresholds, fallback responses), and has experience scaling similar indexing work to ~300,000 Wikipedia pages.

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Key Strengths

  • Built and deployed a production college-website chatbot using OpenAI + FAISS RAG
  • Solved difficult data acquisition issues (poor crawlability/non-selectable text) via data conversion and cleanup
  • Strong practical IR knowledge (section-based chunking, overlap tuning, top-k retrieval)
  • Cost-aware engineering under tight API budget constraints
  • Modular workflow design with measurable evaluation (precision@k, recall@k, correctness, latency, cost/query)
  • Reliability-focused testing using edge-case query sets, similarity thresholds, and fallback answers to reduce hallucinations
  • Communicates effectively with non-technical stakeholders by focusing on outcomes and incorporating feedback into requirements

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Experience

Data Science/ Machine Learning ConsultantUniversity of California, Riverside – IT Services · Sep 2025 – Dec 2025freelance
AI/ML Engineer InternNforcePro Software Solutions · Jul 2025 – Sep 2025internship
Data Science InternGlobal Healthcare Exchange (GHX) Pvt. Ltd. · May 2023 – Jun 2023internship

Education

UC Riversidemaster, Computer Science (2025)
MVSR Engineering Collegebachelor, Computer Science & Engineering (2024)

Languages

English

Certifications

AWS Machine Learning FoundationsAWS Cloud Foundations

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Connect with Surya

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Typically responds within 24 hours

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Surya DanturtyIntern AI/ML Engineer specializing in computer vision and time-series forecasting