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Gunpowder-git/README.md

Typing SVG

何嘉乐 He Jiale

Future Technology Program @ Guohao College, Tongji University
工程智能 | Engineering Intelligence

Tongji Guohao College Focus Email Profile Views

料峭春风吹酒醒,微冷,山头斜照却相迎。
Drunken, I’m sobered by the vernal wind shrill
And rather chill.
In front I see the slanting sun atop the hill


About / 关于我

我目前就读于同济大学国豪书院未来技术班,关注工程智能:将计算机视觉、时序数据分析、仿真建模与可部署系统结合,用 AI 解决真实工程场景中的识别、预测与决策问题。

I am a Future Technology student at Guohao College, Tongji University. My work focuses on Engineering Intelligence: integrating computer vision, time-series analysis, simulation, and deployable systems for recognition, prediction, and decision-making in real engineering contexts.

Focus / 关注方向

  • AI for Engineering Systems / 面向工程系统的 AI: sensing, modeling, prediction, and decision support.
  • Computer Vision & Multimodal Perception / 计算机视觉与多模态感知: YOLO, OpenCV, MediaPipe, VLA-related prototypes.
  • Digital Twin & Simulation / 数字孪生与仿真: campus-scale scenarios, Blender / Unity / MATLAB workflows.
  • Practical AI Deployment / AI 工程化落地: Streamlit / Flask dashboards, SQL-backed systems, real-time pipelines.

Selected Projects / 代表项目

Project Role What I worked on Stack
Southwest Building 1 Digital Twin Platform
西南一楼数字孪生平台
Lead Planner
发起人
Planned a smart campus digital-twin platform; organized the team, drafted the proposal, set up GitHub/API workflow, participated in Blender modeling, server evaluation, UI and feature iteration.
围绕西南一楼构建智慧书院社区数字孪生原型,负责项目策划、团队组织、计划书、GitHub/API 流程、Blender 建模及部分 UI/功能迭代。
Digital Twin Blender UI API
IASR System: Integrated Aerial Situation Recognition
空中态势识别集成系统
Independent Developer
独立开发
Built a video-based perception and alerting prototype with object detection, tracking, traffic indicators, visibility estimation and event routing through a Streamlit dashboard.
基于视频流实现目标检测、跟踪、交通态势指标、能见度代理估计与事件输出。
Python YOLO OpenCV Streamlit
Multimodal Seat Pressure Analysis System
驾驶室座椅压力时序分析系统
Independent Developer
独立开发
Developed a time-series analysis tool for driver-seat pressure sensor data, supporting trend analysis, stability indicators and visualization for ergonomic studies.
面向座椅压力传感器数据,完成时序分析、稳定性指标计算与可视化。
Python pandas NumPy matplotlib
AI Safety Co-pilot
驾驶员分心与疲劳状态智能监测
Development Member
开发组成员
Worked on a dual-pipeline driver-safety prototype: in-cabin fatigue/distraction detection with facial landmarks, and out-of-cabin vehicle perception with lightweight object detection.
参与“舱内监控 + 舱外感知”双路安全监测系统,支持实时并发处理与预警。
MediaPipe YOLOv8n OpenCV Python
QDepth-VLA for Orchard Harvesting
轻量级视觉模型赋能果园采摘
Development Member
开发组成员
Explored RGB-only low-cost harvesting guidance by injecting monocular depth priors into a VLA-style model, with prototype validation in simulation and robotic settings.
参与基于伪深度、深度 token 与 VLA 主干的低成本采摘引导原型。
VLA VQ-VAE Isaac Sim Robotics

Skills / 技术栈

AI & Vision / AI 与视觉: PyTorch, TensorFlow basics, YOLO, OpenCV, MediaPipe
Data & Engineering / 数据与工程: pandas, NumPy, SQL, Streamlit, Flask, multiprocessing pipelines
Simulation & Tools / 仿真与工具: Blender, Unity, MATLAB, Git, Shell
Programming / 编程: Python, C/C++, HTML/CSS/JavaScript

Selected Awards / 部分经历

  • NOIP 2022 Provincial First Prize / 全国青少年信息学奥赛 NOIP 2022 省一等奖
  • USACO Bronze / 美国信息学奥赛铜牌
  • CSP-J First Prize & CSP-S Second Prize / CSP-J 一等奖、CSP-S 二等奖
  • 2024 National High School Mathematics League Second Prize / 2024 全国高中数学联赛二等奖
  • Tongji Freshman Cybersecurity Competition Second Prize / 同济大学网络安全新生竞赛二等奖

Current Direction / 近期目标

I am building a stronger foundation in mathematics, physics, computer systems, and engineering tools, while turning AI prototypes into usable systems for transportation, smart campus, robotics and engineering analysis.

我正在补强数理基础、计算机系统能力与工程工具链,同时将 AI 原型推进到交通、智慧校园、机器人与工程分析等可验证场景中。

Contact / 联系方式

微信(Wechat)/QQ:1213956808

Email Bilibili X Reddit Instagram YouTube Facebook Luogu

📊 GitHub Stats
GitHub stats Top languages

忽反顾以游目兮,将往观乎四荒。佩缤纷其繁饰兮,芳菲菲其弥章。
Suddenly I look back and rove my roving eye;
I would go to take a view of the far-off sky.
My ornate adornments are rich and bright;
My fragrance spreads around a sweeter scent.

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  1. IASR-Integrated-air-situation-recognition-system IASR-Integrated-air-situation-recognition-system Public

    IASR: modular low-altitude perception + event-alert system. YOLO detection/tracking from video; traffic metrics & congestion index; visibility estimate. Unified events (bird flock, intrusion, low v…

    Python 1