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jinhonglin-ryan/README.md

Hi 👋, I'm Jinhong (Ryan) Lin

AI Enthusiast | Software Engineer | Senior @ JHU


jinhonglin-ryan   GitHub follow

  • 💼 I’m currently a Software Engineering Intern @ Google

    • Interning on the GCP team in the Greater Seattle Area in Summer 2025.
  • 🔭 Previously, I was a Software Engineer Intern @ Zilliz

    • Co-developed DeepSearcher, a Retrieval-Augmented Generation (RAG) framework with 6k+ GitHub stars, designed for private data QA using LLMs and the Milvus vector database.
    • Integrated Milvus Vector Database into 20+ open-source projects and authored docs & tutorials to drive developer adoption and community engagement.
    • Enhanced existing Milvus integrations by incorporating BM25-based full-text search for hybrid lexical-semantic retrieval and migrating from the legacy ORM SDK to the new MilvusClient SDK.
  • 🧠 Earlier Work Experiences:

    • Machine Learning Engineer Intern @ Pinduoduo

      • Enhanced mContriever models for AI-powered shopping assistants, achieving a +27% recall and +21% F1 score.
      • Developed embedding pipelines and optimized RAG generation, reducing latency by 7.6%.
    • Software Engineer Intern @ Capybara.AI

      • Built a concurrent system for real-time news collection, analysis, and sentiment scoring.
      • Designed industry-specific clustering algorithms and engineered tools for financial analysis, integrating sentiment analysis into sector-wide predictions.
    • Multimodal Machine Learning Engineer Intern @ Vipshop

      • Fine-tuned VisualGLM’s Q-Former with advanced attention masking techniques, reducing attribute mismatches by 6.79%.

🛠 Notable Projects:

  • Interview AI: Resume-aware mock interview platform with OpenAI TTS/STT, ELO scoring, AI-suggested answers, and flashcard review.

  • FireFrontAI: Deep learning model for next-day wildfire spread using Presto + U-Net; outperformed UTAE/ConvLSTM on mNDWS with Jaccard loss and fire priors.

  • SparTMoE: Sparse attention-gated MoE model using Switch Transformer and sparsemax routing; improved ROUGE on SAMSUM with minimal overhead.

  • LDCT Denoising: Benchmarked UNet variants for low-dose CT denoising.

  • Ecowise: Gamified sustainability platform with appliance detection via Cloud Vision, energy usage insights, OpenAI-powered chatbot, and quiz-based engagement.


📫 How to reach me:

LinkedIn Gmail


🔧 Languages and Tools:

skills


GitHub Stats    GitHub Streak

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  1. leetcode-practcie leetcode-practcie Public

    Collection of LeetCode questions and solutions

    Python 1

  2. zilliztech/deep-searcher zilliztech/deep-searcher Public

    Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

    Python 6.8k 672

  3. milvus-io/bootcamp milvus-io/bootcamp Public

    Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

    Jupyter Notebook 2.2k 639

  4. milvus-io/milvus-docs milvus-io/milvus-docs Public

    This repository is for Milvus technical documentation update and maintenance. Visit Milvus.io for fully rendered technical documents.

    JavaScript 85 348

  5. milvus-io/milvus-model milvus-io/milvus-model Public

    A library integrating embedding and reranker models from OpenAI, SentenceTransformers etc for semantic search in vector database.

    Python 46 28

  6. interviewai interviewai Public

    TypeScript