GitHub Math NLP & CV AI4Science Ecology & AI
Hi there! I'm Yangting SONG (sjkncs)! 👋
- 🎆 Harbin Institute of Technology (Shenzhen)
- 🔢 Passionate about Mathematics, Numerical Analysis & Optimization Theory, diving deep into the mathematical principles behind algorithms
- 🤖 Focused on Artificial Intelligence & Machine Learning, dedicated to changing the world through tech innovation
- 🧬 Exploring the intersection of AI + Bioinformatics, applying intelligent algorithms to biomedical research
- 🌿 Currently exploring the frontiers of Ecology & Environmental Science ×ばつ AI, using computational methods to understand and protect ecosystems
- 🚀 Aspiring to be a next-gen AI developer, building a smarter and more humane future
"Mathematics is the language of nature, optimization is the key to intelligence, and AI+Bio is the future of scientific discovery."
嗨,你好!我是 Yangting Song(sjkncs)!👋
- 🎆 哈尔滨工业大学(深圳)
- 🔢 对 数学、数值分析与优化理论 充满热情,深入研究算法背后的数学原理
- 🤖 专注于 人工智能与机器学习 领域,热衷于通过技术创新改变世界
- 🧬 探索 AI+生物信息 交叉领域,致力于将智能算法应用于生物医学研究
- 🌿 正在探索 生态学与环境科学 ×ばつ AI 的前沿边界,利用计算方法理解和保护生态系统
- 🚀 立志成为新一代AI开发者,构建更智能、更人性化的未来
"数学是自然的语言,优化是智能的钥匙,AI+Bio 是科学发现的未来。"
LLM-powered Tools, Quantitative AI, HarmonyOS Apps & Ecology ×ばつ AI Exploration
×ばつAI前沿探索
Numerical Analysis, Convex Optimization, Deep Learning Theory, Ecological Modeling & Environmental AI
数值分析、凸优化、深度学习理论、生态建模与环境AI
AI/ML, Quantitative Analysis, HarmonyOS Development & Environmental AI Projects
AI/ML、量化分析、鸿蒙应用开发与环境AI项目
- 🤔 I'm looking for help with Advanced Optimization Methods, Ecological Data Analysis & AI for Environmental Science
- 💬 Ask me about Python, LLM Integration, Quantitative Finance, HarmonyOS, Data Processing & AI Research
- 📫 How to reach me: zhiwaisong@gmail.com or GitHub @sjkncs
- 😄 Pronouns: He/Him
- ⚡ Fun fact: Math enthusiast who believes optimization is the soul of AI and AI+Ecology will reshape how we protect our planet! 🔢🌿🎆
- 🤔 正在寻求关于 高级优化方法、生态数据分析与环境科学AI 方面的帮助
- 💬 欢迎向我咨询 Python、LLM集成、量化金融、鸿蒙开发、数据处理与AI研究
- 📫 联系我:zhiwaisong@gmail.com 或 GitHub @sjkncs
- 😄 称呼:他/He
- ⚡ 趣事:一个相信优化是AI灵魂、AI+生态学将重塑我们保护地球方式的数学爱好者!🔢🌿🎆
|
|
🌿 Ecology ×ばつ AI / 生态学 ×ばつ 人工智能
×ばつ AI / 生态学 ×ばつ 人工智能" href="#-ecology--ai--生态学--人工智能">I'm deeply fascinated by the intersection of Ecology, Environmental Science, and Artificial Intelligence. My current explorations include:
- 🌍 Species Distribution Modeling — Using deep learning to predict how species respond to climate change
- 🛰️ Remote Sensing + CV — Applying computer vision to satellite imagery for land cover classification and deforestation detection
- 🌊 Environmental Time-Series Forecasting — Leveraging LSTMs and Transformers for water quality, air pollution, and climate predictions
- 🧬 eDNA & Biodiversity Analysis — Combining bioinformatics with NLP techniques for environmental DNA metabarcoding
- 🌱 Ecosystem Simulation — Using agent-based models and optimization to simulate ecological dynamics
- 📊 Conservation AI — Building intelligent tools for wildlife monitoring and habitat preservation
我对 生态学、环境科学与人工智能 的交叉领域深感着迷。当前的探索方向包括:
- 🌍 物种分布建模 — 利用深度学习预测物种对气候变化的响应
- 🛰️ 遥感 + 计算机视觉 — 将CV应用于卫星影像,进行土地覆盖分类与森林砍伐检测
- 🌊 环境时间序列预测 — 借助LSTM和Transformer预测水质、空气污染与气候变化
- 🧬 环境DNA与生物多样性分析 — 结合生物信息学与NLP技术进行环境DNA宏条形码分析
- 🌱 生态系统模拟 — 使用基于智能体的模型和优化方法模拟生态动力学
- 📊 保护AI — 构建用于野生动物监测和栖息地保护的智能工具
🌍 "Technology should serve nature. AI gives us unprecedented power to understand, predict, and protect the ecosystems we depend on."
🌍 "技术应当服务于自然。AI赋予我们前所未有的力量去理解、预测和保护我们赖以生存的生态系统。"
| 💻 Top Languages / 主要语言 | ||||||||||||||||||||||
|
|
|||||||||||||||||||||
🎯 20+
Skills Mastered
掌握技能 📝 7
Repositories
代码仓库 🏆 12
Projects
完成项目 💡 200+
Hours Coding
编程时长 🔥 Active
Contributions
持续贡献中
Skills Mastered
掌握技能 📝 7
Repositories
代码仓库 🏆 12
Projects
完成项目 💡 200+
Hours Coding
编程时长 🔥 Active
Contributions
持续贡献中
|
|
🌿 Ecology ×ばつ AI ×ばつ Mathematics — Using the language of math and the power of AI to understand and protect our planet.
🌿 生态学 ×ばつ AI ×ばつ 数学 — 用数学的语言和AI的力量去理解和保护我们的星球。