Giovani Moctezuma Rodríguez León
Verified Expert in Engineering
Artificial Intelligence (AI) Developer
乔瓦尼是一名专门研究人工智能的软件工程师, machine learning, and data science tech stacks. 他曾在创业公司和大企业的多元文化团队中工作, implementing data analytics, machine learning, and deep learning in the transportation, retail, job search, and supermarket sectors. As a freelancer and an entrepreneur, 乔瓦尼正在利用面部识别和计算机视觉创造自己的一套解决方案.
Portfolio
Experience
Availability
Preferred Environment
Keras, Scikit-learn, TensorFlow, Git, Visual Studio Code (VS Code), Ubuntu, Python
The most amazing...
...thing I've designed, developed, 优化后的匹配算法将每次预测从2分钟缩短到10秒.
Work Experience
Founder
QuetzAI
- 为客户内部管理系统构建定制的二维码解决方案.
- 在一家大型杂货店的200万条记录数据集上开发客户细分.
- 设计并开发了一个算法来预测拉丁美洲一个主要城市的犯罪发生和枪支收集.
- 建立了一个完整的解决方案,自动进出体育中心, using facial recognition technology.
Machine Learning Engineer
Online Job Search Company
- 从零开始实现一个ETL管道来处理整个站点数据库.
- 设计并开发了一种定制匹配算法,使预测速度提高了两个数量级.
- 设置Apache Solr以补充我的算法的匹配功能.
- 将内部算法与第三方服务(如IBM Watson)混合,以增强匹配结果.
- 在敏捷开发周期中遵循编码最佳实践.
AI Engineer
Systems Experts
- 为某全国性运输企业开发了一种识别乘客出入口的算法, thereby reducing losses by about 10%.
- 应用对象检测技术,以确保在全国范围内的食物链的欧博体育app下载质量.
- 实现神经网络和经典的计算机视觉方法,使用TensorFlow和OpenCV.
- 在两到三周内开发快速原型演示.
- 使用敏捷方法和现场源代码控制来确保机密性.
Intern
Carso Research and Development Center
- 设计了利用无人机对工业园区和建筑物进行监视的自主监控系统. 专注于提供价格低廉且易于替代的解决方案.
- 在低级接口和代码上实现原始GPS度量,以优于传统的位置测量.
- 开发了一个原型,成本比市场上类似的解决方案低70%.
- 在一个月内设计并实现了一个完整的初始原型.
Experience
Face Recognition POC for Arizona State University
Python SDK for Data Labeling Startup (RedBrickAI)
http://github.com/redbrick-ai/redbrick-sdkAI-powered Job Search Site
对匹配算法的重新设计和实现使结果提高了两个数量级, from two minutes to less than 10 seconds per prediction. 最大的挑战是将来自不同来源和第三方api的数据结合起来,以产生高质量的预测.
Face ID for Sport Centers
该软件有助于管理体育中心合作伙伴,并消除因未付款或过期会员而造成的损失. 该解决方案能够以99%的准确率识别人(基于公共数据集)。.
Data Analysis and Insight Extraction for a Retail Store
Skills
Languages
Python, SQL, GraphQL
Other
Machine Learning, Deep Learning, Artificial Intelligence (AI), Computer Vision, Recommendation Systems, Natural Language Processing (NLP), Software Engineering, Mathematical Modeling, Object Detection, Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNNs), Facial Recognition, GPT, Generative Pre-trained Transformers (GPT), Natural Language Understanding (NLU), Data Visualization, Feature Analysis, Linear Algebra, Unsupervised Learning, Data Analysis, Drones, GPS, Sensor Fusion, Mechatronics, Wireless Protocols, Gunicorn, API Documentation, HTTPS, Open Source
Libraries/APIs
TensorFlow, Scikit-learn, OpenCV, PyTorch, Keras, NumPy, Pandas, REST api, Flask-RESTful, Dlib
Tools
C#.NET WinForms, Git, Apache Solr, IBM Watson, Jupyter, TensorBoard, NGINX, GitHub, PyPI, Travis CI, Pytest
Paradigms
Data Science, Object-oriented Programming (OOP), ETL
Platforms
Linux, Jupyter Notebook, Ubuntu, Amazon Web Services (AWS), Raspberry Pi, Amazon EC2, Visual Studio Code (VS Code)
Frameworks
Flask
Storage
MySQL, SQLite, JSON
Education
Bachelor's Degree in Computer Science
克雷塔罗技术研究所-克雷塔罗,墨西哥
Bachelor's Degree in Computer Science (Study Abroad)
West Virginia University - Morgantown, WV, USA
Certifications
TensorFlow: Data and Deployment
DeepLearning.AI (via Coursera)
TensorFlow Developer
DeepLearning.AI (via Coursera)
HCNA Routing & Switching
Huawei ICT Academy
How to Work with Toptal
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