Web Scraper (Python and AI Expert)
UpworkPHNot specifiedexpertScore: 82
PythonWeb ScrapingCloudflareComputer VisionAI automationData ScrapingArtificial IntelligencePython Script
Summary
Main Job Function
● AI & Machine Learning Development
○ Build, train, and optimize machine learning models using Vertex AI, TensorFlow, PyTorch, or scikit-learn.
○ Apply AI techniques to real-world use cases, including computer vision, predictive analytics, and automation.
● Data Collection & Processing
○ Design and implement data scraping solutions using tools such as Scrapy, or Selenium to gather structured and unstructured data from various online sources.
○ Clean, preprocess, and organize datasets for machine learning and analytics projects.
● Data Engineering & Analysis
○ Manage and query large datasets using BigQuery and SQL.
○ Create ETL pipelines to integrate and transform data from multiple sources.
● Application & API Development
○ Deploy AI/ML models into production and integrate them into web or mobile applications.
● Collaboration & Documentation
○ Work closely with cross-functional teams to deliver AI-powered features.
○ Prepare technical documentation and share knowledge with the team.
○ Regular updates on JIRA for the ticket progress.
Qualifications
● Education: Bachelor’s degree in Information Technology, Computer Science, or related field.
● Technical Skills:
○ Proficiency in Python and related frameworks/libraries (TensorFlow, PyTorch, OpenCV, Pandas, NumPy, Scrapy, Selenium, etc.)
○ Strong background in Machine Learning and Data Scraping
○ Experience with Google Cloud Platform services, especially Vertex AI and BigQuery
○ Knowledge of Computer Vision tools and techniques
○ Experienced in JIRA for task management and issue tracking.
● Other Skills:
○ Strong analytical and problem-solving abilities
○ Good understanding of software engineering best practices
○ Works effectively in cross-functional teams (Stakeholders, PMs, QA, Data Engineers)
○ Open to learning new frameworks, tools, and approaches quickly
○ Can explain technical concepts clearly to both technical and non-technical audiences
○ Proactively identifies improvements and takes responsibility for deliverables
○ Ensures accuracy in coding, model outputs and data integrity
○ Can prioritize tasks effectively in fast-paced environments
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