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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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JaimeFine/README.md

👋 Hey there, I'm Jaime Fan

🎓 Computer Science Student | 🌍 International Collaborator | 🌀 Interdisciplinary Explorer

🎨 Artistic Creator | ⚡ Researcher & Systems Builder

🌟 About Me

I'm a Computer Science juninor student interested in the intersection of

  • ⚡ Adaptive Intelligence & Machine Learning
  • 🧠 Statistical & Interpretable Machine Learning
  • 🤖 Embodied AI & Autonomous Systems
  • 🦾 Robotics and Edge Deployment

Recently, I've been working on stability-plasticity & resource efficiency problem (research). My current projects range from end-to-end agent development, encompassing MCP design, Agent and tooling architecture, and deployment (also TTS & STT stuff) to GPU accelerated computing and exploring physics-simulation.

🌍 Beyond Computing

  • 🎹 Former musician and composer
  • 🗣️ English (Fluent) · Chinese (Native) · Spanish (DELE B2) · German (Roughly around A2)
  • 📚 Interested in literature, cognition, learning systems, and interdisciplinary thinking
  • 🚶 Enthusiast of city walking, football, badminton, and complex origami

🚀 Projects

Research Projects

🌀 Adaptive Density Field

A geometric attention framework that formulates spatial aggregation as a query-conditioned, metric-induced attention operator in continuous space.

🧠 Event-Retrieve-Action Framework

An event-centric world-modeling framework that augments embodied decision-making through structured memory retrieval.

🛸 Swarm Policy Interference Network

An architectural paradigm that bypasses these limitations by modeling swarm topologies as a compressed tensor network.

Engineering & Leadership Projects

🚆 Train Ticket Management System

A Qt Widgets & C++17 & SQLite desktop system for train ticket booking, trip scheduling, route recommendation, dynamic pricing, and multi-role management.

  • 🧩 Led integration of multi-branch feature work into a stable final release
  • 🛠️ Coordinated bug fixing, conflict resolution, documentation, demo prep, and release packaging
  • 📦 Delivered a V2 trip-based ticketing workflow with dynamic pricing, train/trip management, and role-based operations

⚡ cuNexis

An experimental CUDA/C++ numerical library focused on explicit GPU resource management, workspace-oriented execution, and reusable linear-algebra-style primitives.

  • 🧱 Built core infrastructure including CUDAContext, Status, DeviceBuffer, Workspace, and stream/event utilities
  • 📐 Implemented GPU-oriented modules for pairwise distance, scatter matrices, PCA, and LDA
  • 🛠️ Designed as a pre-release systems project with explicit ownership, predictable memory behavior, and Jetson-targeted runtime validation

Experience (since college)

  • Contributed to a National Natural Science Foundation of China (NSFC) research project (Grant No. 62273244).
  • Completed the UT Austin Global Summer Institute program (Summer 2025).

⚙️ Primary Tech Stack

Languages

C/C++ | Python | CUDA

Frameworks & Simulation

Linux | PyTorch | Git | End-to-end Agent Development | Hugging Face | Some NVIDIA Stuff

Hardware & Robotics

Jetson Orin Nano Super 4GB

🎯 Current Learning Focus

  • ⚡ CUDA & GPU Computing
  • 🧠 Statistical Machine Learning
  • 🤖 Stability-Plasticity Problem
  • 🦾 Embodied AI & Robotics

🔥 GitHub Stats

Languages Activity

Isometric Commit Calendar

The language activity plot does not include research repos

Icons provided by Devicon under the MIT License.

© JaimeFine — Last manually updated: 2026/09/13

Pinned Loading

  1. swarm-policy-interference-network swarm-policy-interference-network Public

    A neuro-symbolic multi-agent framework that factorizes swarm policy tensors into linear-complexity Matrix Product State (MPS) chains and leverages an offline network with zero-shot Radon-Nikodým re…

    Python 1

  2. train-ticket-management-system train-ticket-management-system Public

    A Qt Widgets & C++17 & SQLite desktop system for train ticket booking, trip scheduling, route recommendation, dynamic pricing, and multi-role management.

    C++ 4 1

  3. event-retrieve-action event-retrieve-action Public

    Standalone evaluation and figure-regeneration bundle for the corrected ERA drone-navigation benchmark, including comparative baselines, ablation studies, bundled checkpoints, and paper-ready tables…

    Python 1 1

  4. adaptive-density-field adaptive-density-field Public

    Query‑conditioned, metric‑induced attention framework for adaptive spatial aggregation in continuous space.

    Python 1

  5. cuNexis cuNexis Public

    cuNexis is an experimental CUDA/C++ library for GPU-oriented numerical utilities and linear-algebra-style algorithms.

    Cuda 1

  6. ut-austin-data-r ut-austin-data-r Public

    A collection of assignments from the UT Austin Global Summer Institute Data Science course. These exercises showcase foundational R programming skills, including data manipulation and visualization…

    R 1