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Richard P.

@richardp29

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Python Engineer | AI, ML, Web Scraping

$50 USD / Time
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United States (8:20 PM)
Tilmeldt november 28, 2024
$50 USD / Time
Hi there, welcome to my profile! I’m a skilled Python Engineer with a passion for leveraging cutting-edge technologies to solve complex problems and deliver impactful solutions. With years of experience in AI, Machine Learning, Deep Learning, Web Scraping, and Data Scraping, I thrive on building systems that turn raw data into actionable insights. Here's what I bring to the table: AI & Machine Learning Expertise - Proficient in Python and its powerful libraries like TensorFlow, PyTorch, scikit-learn, and Keras. - Hands-on experience in building predictive models, NLP pipelines, and computer vision systems using frameworks like Hugging Face, OpenCV, and FastAI. - Skilled in deploying ML models on cloud platforms (AWS SageMaker, GCP, Azure ML) and optimizing them for production environments. Deep Learning Specialization - Expertise in designing and training neural networks for image recognition, natural language processing, and time series forecasting. - Familiar with cutting-edge architectures like CNNs, RNNs, and Transformers. - Optimization of training workflows using CUDA, cuDNN, and GPU acceleration. Web Scraping & Data Scraping - Skilled in extracting data from the web using tools like Scrapy, Beautiful Soup, and Selenium, and managing data pipelines with Airflow. - Experienced in handling JavaScript-heavy websites with Playwright and Puppeteer. - Adept at leveraging APIs (REST, GraphQL) for structured and efficient data collection. Data Analysis & Visualization - Turning data into insights with pandas, NumPy, Matplotlib, and interactive dashboards using Plotly, Dash, and Streamlit. - Proficient in designing scalable databases with PostgreSQL, MongoDB, and optimizing search workflows with Elasticsearch. Deployment & Scalability - Building robust APIs and applications with Flask, FastAPI, and Django. - Skilled in containerization using Docker, orchestration with Kubernetes, and maintaining CI/CD pipelines for seamless deployment. Why Work With Me? - I love turning your ideas into intelligent solutions that are scalable, efficient, and tailored to your unique needs. - Whether it's automating data workflows, building AI-powered applications, or creating scraping pipelines, I’m here to ensure your project’s success. Let’s bring your vision to life—one Python script at a time. ? Feel free to reach out, and let’s chat about your project!
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Bedømmelser
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Erfaring
Machine Learning Engineer | AI & Data Solutions
apr., 2020 - okt., 2024
4 år, 6 måneder
Inference Labs
apr., 2020 - okt., 2024
4 år, 6 måneder
- Designed and deployed AI models for predictive analytics, NLP, and computer vision using TensorFlow, PyTorch, and Hugging Face. - Built scalable data pipelines for web scraping using Scrapy, Selenium, and API integration for real-time data collection. - Developed and optimized ML workflows for production using AWS SageMaker and GCP AI tools. - Delivered end-to-end projects including dashboard creation with Plotly/Dash and API development with FastAPI.
Flag for
San Francisco, United States
apr., 2020 - okt., 2024
4 år, 6 måneder
Data Scientist | AI & Automation Projects
aug., 2017 - mar., 2020
2 år, 7 måneder
Rechat Inc
aug., 2017 - mar., 2020
2 år, 7 måneder
- Created machine learning models for demand forecasting and customer segmentation with scikit-learn and Keras. - Engineered scraping solutions to automate data extraction using Beautiful Soup and Playwright for large datasets. - Led the deployment of computer vision systems for image analysis and recognition tasks, leveraging OpenCV and YOLO models. - Maintained CI/CD pipelines for model updates and containerized apps using Docker.
Flag for
Dallas, United States
aug., 2017 - mar., 2020
2 år, 7 måneder
Python Developer | Data Processing Specialist
jun., 2014 - aug., 2017
3 år, 2 måneder
DataWorks LLC
jun., 2014 - aug., 2017
3 år, 2 måneder
- Developed Python scripts to automate data cleaning, aggregation, and transformation with pandas and NumPy. - Built web scraping tools to fetch data from public and private sources, utilizing XPath, regex, and lxml. - Implemented interactive visualizations with Matplotlib and Bokeh, providing actionable insights for clients. - Designed and managed databases with PostgreSQL and MongoDB to support scalable data storage.
jun., 2014 - aug., 2017
3 år, 2 måneder
Uddannelse
California Institute of Technology
2010 - 2014
4 år
Bachelor of Computer Science (BCompSc)
Flag for
United States
2010 - 2014
4 år
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