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Priyanuj Bordoloi

Junior Data Scientist / ML Engineer specializing in LLMs and Computer Vision

Arizona State UniversityArizona State UniversityTempe, Arizona2 Years ExperienceJunior LevelWorks On-Site

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About

Currently working in CoRAL Lab, built and deployed IntegrityShield—a document-layer PDF watermarking system that keeps assessments visually identical while disrupting LLM-based solving; validated in a real classroom where it helped catch 12 AI-cheating cases. Also built MALDOC, a modular red-teaming platform for document-processing AI agents using LangGraph to run reproducible, deterministic adversarial trials across OCR/text/vision routes.

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Key Strengths

  • Built and deployed IntegrityShield to protect PDF-based assessments from LLM solving while preserving visual fidelity
  • Deep expertise in PDF layout fidelity and reconstruction (coordinate/font-dependent alignment, glyph edge cases)
  • Designed deterministic, debuggable LangGraph orchestration for large-scale clean vs adversarial document trials (MALDOC)
  • Strong reliability engineering for AI agents: test harnesses, staged schemas, structured outputs, tool budgets, fallbacks, and replayable logging
  • Metrics-driven evaluation mindset (quality metrics plus cost/latency/tool-call efficiency; regression tracking)
  • Proven real-world impact in classroom deployment (system used to identify 12 AI-cheating cases)
  • Effective collaboration with non-technical stakeholders via short demo/feedback loops and clear non-negotiable requirements

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Experience

Graduate AI ResearcherArizona State University, CoRAL Lab · Sep 2025 – Present
Machine Learning Engineer InternBhabha Atomic Research Centre · Nov 2023 – Apr 2024internship
Data ScientistIBM · Jun 2022 – Jun 2023

Education

Arizona State Universitymaster, Data Science (2026)

Awards

  • 1st Place – Anthropic’s HackASU Hackathon 2025

Skills

PythonSQLTypeScriptMachine LearningArtificial IntelligenceLarge Language Models (LLMs)LoRAComputer VisionLangChainLangGraphPyTorchTensorFlowHugging Face TransformersOpenCVScikit-Learn

Languages

English

Publications

4 publications

Academic integrity and AI-assisted cheating detectionLLM safety and robustnessDocument security / AI-hostile document designRed teaming and evaluation platforms for AI agentsMulti-agent systemsEducational game generation

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Priyanuj BordoloiJunior Data Scientist / ML Engineer specializing in LLMs and Computer Vision