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
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4 år, 6 måneder
Inference Labs
apr., 2020 - okt., 2024
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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.
San Francisco, United States
apr., 2020 - okt., 2024
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4 år, 6 måneder
Data Scientist | AI & Automation Projects
aug., 2017 - mar., 2020
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2 år, 7 måneder
Rechat Inc
aug., 2017 - mar., 2020
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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.
Dallas, United States
aug., 2017 - mar., 2020
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2 år, 7 måneder
Python Developer | Data Processing Specialist
jun., 2014 - aug., 2017
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3 år, 2 måneder
DataWorks LLC
jun., 2014 - aug., 2017
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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
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4 år
Bachelor of Computer Science (BCompSc)
United States
2010 - 2014
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4 år
Verifikationer
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