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JackyJiang08/README.md

Hi there 👋

I am Yuqing (Jacky) Jiang, an undergraduate at the University of Illinois Urbana-Champaign, majoring in Computer Science + Statistics (B.S. '27). My interests sit at the intersection of data, AI, and machine learning — from analytics and ML models to LLMs and agentic systems.

💼 Experience

  • Quantitative AI Intern — PFPA Financial · Atlanta, GA · Jun – Aug 2026
  • Marketing Analytics & Strategy Intern — Earnest Agriculture · Champaign, IL · Jan – May 2026
  • Data Analyst Intern — SeeU International · Remote · Sep – Nov 2025
  • Operations & Analytics Intern — Walt Disney Company · Orlando, FL · Jun – Aug 2025
  • Data Analyst Intern — DP World PLC · Shanghai · May – Aug 2024

🔬 Research

  • Steer2Adapt: Dynamically Composing Steering Vectors for Efficient LLM Adaptation — co-author, advised by Prof. Jiaxuan You (UIUC). A framework for efficient, inference-time LLM adaptation that dynamically composes semantic steering vectors via Bayesian optimization, achieving consistent gains across tasks and models without any fine-tuning. Accepted at the ICLR 2026 Re-Align Workshop; under review at NeurIPS 2026 (arXiv:2602.07276).
  • ScribeAR — with Prof. Lawrence Angrave (UIUC), ongoing. Building an open-source, web-based AI real-time captioning platform that helps people who are deaf or hard of hearing fully participate in lectures, conversations, and events. It pairs automatic speech recognition (Whisper, Azure) with deep-learning diarization and semantic analysis, streaming live captions across laptops, phones, and AR headsets.

I'm always open to new opportunities and collaborations.

Feel free to connect on LinkedIn, email me at jiangyuqing0508@outlook.com, or check out my personal website.

[Last Update: 08/2026]

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  1. music-streaming-user-behavior-analytics music-streaming-user-behavior-analytics Public

    End-to-end music-streaming user analytics: SQL feature engineering, churn & conversion models, A/B testing, survival analysis and uplift-based targeting — 10 notebooks, CI-locked reproducibility.

    Jupyter Notebook 1

  2. market-based-credit-rating market-based-credit-rating Public

    KMV/Merton structural credit ratings with quantified uncertainty — 150-name universe, bootstrap-validated, benchmarked against agency ratings. Live terminal + Python pipeline.

    Python 1

  3. interview-prep-agent interview-prep-agent Public

    Evidence-backed interview prep agent with a live demo. Paste a posting and resume, get a package where every claim cites its source.

    Python 1

  4. AI-Monitor-Platform AI-Monitor-Platform Public

    A real-time global map and dashboard tracking the latest developments, regulations, and market impacts across the Artificial Intelligence industry.

    Python 1

  5. bilingual-ai-teleprompter bilingual-ai-teleprompter Public

    macOS notch teleprompter that follows your voice word-by-word — on-device speech tracking for English and Mandarin, plus optional AI script preparation. Fork of openTeleprompt.

    JavaScript 1

  6. JackyJiang08.github.io JackyJiang08.github.io Public

    Personal website — plain HTML/CSS/JS. Résumé viewer, command palette, interactive travel footprints map, photo album pipeline. No frameworks, no runtime deps.

    JavaScript 1