sample_resumes.csv

name,resume_text
John Smith,"John Smith
Software Engineer
Email: [email protected]
Phone: (555) 123-4567

EXPERIENCE
Senior Software Engineer | TechCorp | 2020-2023
- Developed scalable web applications using Python, Django, and React
- Led a team of 5 developers in building microservices architecture
- Implemented CI/CD pipelines using Jenkins and Docker
- Worked with AWS services including EC2, S3, and RDS

Software Developer | StartupXYZ | 2018-2020
- Built REST APIs using Flask and PostgreSQL
- Developed frontend components using JavaScript and Vue.js
- Collaborated with cross-functional teams using Agile methodology

EDUCATION
Bachelor of Science in Computer Science | University of Technology | 2018

SKILLS
Programming: Python, JavaScript, Java, SQL
Frameworks: Django, Flask, React, Vue.js
Databases: PostgreSQL, MySQL, MongoDB
Cloud: AWS, Docker, Kubernetes
Tools: Git, Jenkins, JIRA"

Sarah Johnson,"Sarah Johnson
Data Scientist
Email: [email protected]
Phone: (555) 987-6543

EXPERIENCE
Senior Data Scientist | DataTech Solutions | 2021-2023
- Developed machine learning models using Python, scikit-learn, and TensorFlow
- Built predictive analytics solutions for customer behavior analysis
- Created data pipelines using Apache Spark and Kafka
- Deployed models to production using MLOps practices

Data Analyst | Analytics Inc | 2019-2021
- Performed statistical analysis using R and Python
- Created interactive dashboards using Tableau and PowerBI
- Worked with large datasets using SQL and Pandas
- Collaborated with business stakeholders to define KPIs

EDUCATION
Master of Science in Data Science | Data University | 2019
Bachelor of Science in Statistics | Math College | 2017

SKILLS
Programming: Python, R, SQL, Scala
ML/AI: scikit-learn, TensorFlow, PyTorch, Keras
Big Data: Spark, Hadoop, Kafka
Visualization: Tableau, PowerBI, Matplotlib, Plotly
Statistics: Hypothesis testing, A/B testing, Regression analysis"

Mike Chen,"Mike Chen
DevOps Engineer
Email: [email protected]
Phone: (555) 456-7890

EXPERIENCE
DevOps Engineer | CloudFirst | 2020-2023
- Managed AWS infrastructure using Terraform and CloudFormation
- Implemented monitoring and alerting using Prometheus and Grafana
- Automated deployment processes using Jenkins and GitLab CI
- Maintained Kubernetes clusters and Docker containers

System Administrator | TechServices | 2018-2020
- Administered Linux servers and network infrastructure
- Implemented backup and disaster recovery solutions
- Managed database systems including MySQL and PostgreSQL
- Provided technical support and troubleshooting

EDUCATION
Bachelor of Science in Information Technology | Tech Institute | 2018

SKILLS
Cloud Platforms: AWS, Azure, GCP
Infrastructure: Terraform, CloudFormation, Ansible
Containers: Docker, Kubernetes, OpenShift
Monitoring: Prometheus, Grafana, ELK Stack
Operating Systems: Linux, Ubuntu, CentOS
Scripting: Bash, Python, PowerShell"

Lisa Wang,"Lisa Wang
Frontend Developer
Email: [email protected]
Phone: (555) 321-0987

EXPERIENCE
Senior Frontend Developer | WebSolutions | 2021-2023
- Developed responsive web applications using React and TypeScript
- Implemented modern CSS frameworks including Tailwind and Bootstrap
- Optimized application performance and user experience
- Collaborated with UX/UI designers and backend developers

Frontend Developer | DigitalAgency | 2019-2021
- Built interactive user interfaces using Angular and JavaScript
- Created mobile-responsive designs using HTML5 and CSS3
- Integrated frontend applications with REST APIs
- Participated in code reviews and agile development processes

EDUCATION
Bachelor of Arts in Web Design | Design College | 2019

SKILLS
Languages: JavaScript, TypeScript, HTML5, CSS3
Frameworks: React, Angular, Vue.js
Styling: Tailwind CSS, Bootstrap, Sass, Less
Tools: Webpack, Vite, npm, yarn
Version Control: Git, GitHub, GitLab
Testing: Jest, Cypress, React Testing Library"

Robert Brown,"Robert Brown
Product Manager
Email: [email protected]
Phone: (555) 654-3210

EXPERIENCE
Senior Product Manager | InnovateTech | 2020-2023
- Led product strategy and roadmap for B2B SaaS platform
- Managed cross-functional teams of 15+ engineers and designers
- Conducted market research and competitive analysis
- Defined product requirements and user stories using Agile methodology

Product Manager | StartupHub | 2018-2020
- Launched 3 new product features resulting in 25% user growth
- Collaborated with engineering teams to prioritize development tasks
- Analyzed user feedback and metrics to drive product decisions
- Coordinated go-to-market strategies with marketing and sales teams

EDUCATION
MBA in Business Administration | Business School | 2018
Bachelor of Science in Engineering | Engineering University | 2016

SKILLS
Product Management: Roadmapping, User Research, A/B Testing
Analytics: Google Analytics, Mixpanel, Amplitude
Project Management: JIRA, Asana, Trello
Methodologies: Agile, Scrum, Lean Startup
Communication: Stakeholder Management, Presentation Skills"