curl --request GET \
  --url 'https://api.netrows.com/v1/people/position-skills?username=example' \
  --header 'Authorization: Bearer YOUR_API_KEY'

{
  "success": true,
  "message": "",
  "data": {
    "items": [
      {
        "companyId": 108911191,
        "companyName": "JoyofPM AI Solutions",
        "companyUsername": "108911191",
        "companyURL": "https://www.linkedin.com/company/108911191/",
        "companyLogo": "https://media.licdn.com/dms/image/v2/D4E0BAQGUZXMPh1sCQQ/company-logo_400_400/B4EZltJqglHIAY-/0/1758472874435?e=1765411200&v=beta&t=VOjhzj4JyiA0D3fDqdRGju118umJhuqquwmXsBUvJq0",
        "title": "Founder & AI Engineer",
        "location": "Cambridge, Massachusetts, United States",
        "locationType": "Remote",
        "description": "I founded JoyofPM AI Solutions to modernize project management through cloud-native AI engineering. I design, architect, and deploy intelligent systems that reduce administrative workload by 40–70 percent, enabling project managers to focus on strategy, leadership, and delivery excellence. As an early-career IT professional transitioning into engineering, I combine deep PM domain expertise with advanced AWS and AI engineering skills to build production-grade automation solutions.

• Designed and deployed cloud-native AI systems using AWS Bedrock, Lambda, ECS Fargate, DynamoDB, S3, EventBridge, and API Gateway to automate high-burden PM activities such as schedule analysis, risk assessment, meeting synthesis, and stakeholder communication.
• Engineered predictive analytics pipelines processing 10,000+ real-time records with <5-second latency and <$1/month cost using Python, AWS Glue, Athena, and S3 intelligent tiering.
• Developed reusable AI engineering patterns including metadata-filtered retrieval, MCP-enabled tool integration, RAG pipelines, and intelligent task automation workflows designed specifically for PM use cases.
• Created the PM Joy Assessment, a quantifiable methodology for identifying automation opportunities, calculating ROI, and aligning AI use cases with organizational maturity.
• Designed modular AI-powered PM solutions—predictive timeline estimation, automated risk dashboards, intelligent resource optimization, and context-aware status reporting.
• Designed and tested a suite of AI-powered tools aimed at eliminating repetitive PM workflows and accelerating project delivery.
• Built the “Joy of Project Management” YouTube channel showcasing practical demos of AI tools, PM automation workflows, and cloud-native engineering concepts for PM professionals.
• Published educational content on LinkedIn and YouTube explaining the interdependencies between AI, Cloud, and Data, AWS architectural patterns, AI engineering techniques, and PM automation.",
        "employmentType": "Part-time",
        "skills": [
          "Consulting",
          "AWS",
          "Project Management",
          "Requirements Analysis",
          "Machine Learning",
          "Business Development",
          "Cloud Computing",
          "Artificial Intelligence (AI)",
          "Data Processing",
          "Digital Transformation"
        ],
        "linkedinHelpedGetJob": false,
        "start": {
          "year": 2024,
          "month": 11,
          "day": 0
        },
        "end": {
          "year": 0,
          "month": 0,
          "day": 0
        }
      },
      {
        "companyId": 0,
        "companyName": "Freelance",
        "companyUsername": "0",
        "companyURL": "",
        "companyLogo": null,
        "title": "Technical Documentation & Training Specialist ",
        "location": "Cambridge, Massachusetts, United States",
        "locationType": "Remote",
        "description": "",
        "employmentType": "",
        "skills": [
          "Decision-Making",
          "Stakeholder Management",
          "Vendor Management",
          "Project Management",
          "Agile/Scrum Methodologies",
          "Requirements Analysis",
          "Account Management",
          "Mentoring",
          "Technical Documentation",
          "Communication (Technical & Non-technical audiences)",
          "Business Analysis",
          "Budget Management",
          "Timelines"
        ],
        "linkedinHelpedGetJob": false,
        "start": {
          "year": 2025,
          "month": 3,
          "day": 0
        },
        "end": {
          "year": 2025,
          "month": 10,
          "day": 0
        }
      },
      {
        "companyId": 1317315,
        "companyName": "MassDOT",
        "companyUsername": "1317315",
        "companyURL": "https://www.linkedin.com/company/1317315/",
        "companyLogo": "https://media.licdn.com/dms/image/v2/C4D0BAQG8eXx16SCaiw/company-logo_400_400/company-logo_400_400/0/1630525979631?e=1765411200&v=beta&t=8veD1-0XsCucBjUnBwbzzIf54_0KfGLE7bpqMXcg02w",
        "title": "Project Management Officer - Systems Integration Lead",
        "location": "Boston, Massachusetts, United States",
        "locationType": "Hybrid",
        "description": "Managed technology initiatives with substantial data components, developing foundational skills for data engineering through hands-on project delivery:

Data & Integration Management:
• Led $2.7M road test system implementation requiring coordination of data flows between multiple platforms—gained practical understanding of system integration challenges and data pipeline concepts
• Designed validation processes for data moving between systems, ensuring accuracy and completeness—fundamental ETL principles in practice
• Worked with engineering teams to implement secure API connections, learning authentication and data security protocols

Analytics Development:
• Built 10+ Power BI dashboards from scratch, connecting to multiple data sources and creating calculated metrics—hands-on experience with data transformation and visualization
• Automated reporting processes that previously required manual compilation, reducing effort by 40%
• Analyzed operational data to identify patterns and improvements, developing analytical problem-solving skills

Technical Growth & Collaboration:
• Participated in Agile development cycles with technical teams, gaining exposure to modern software development practices
• Created detailed technical documentation including data flow diagrams and process maps
• Self-studied Python and SQL to better understand technical requirements and communicate with developers

Quantifiable Impact:
• Completed project 2 months ahead of schedule, $500K under budget
• Reduced manual data processing time by 40%
• Maintained data integrity across all system transitions
• Zero security incidents throughout implementation

Relevant Skills Developed: Data analysis, Power BI, Excel (advanced), API concepts, Basic Python, SQL fundamentals, Agile methodology, Technical documentation, System integration planning",
        "employmentType": "Full-time",
        "skills": [
          "System Integration",
          "Decision-Making",
          "Stakeholder Management",
          "Vendor Management",
          "Financial Analysis",
          "Testing & Quality Assurance",
          "Project Management",
          "Agile/Scrum Methodologies",
          "Requirements Analysis",
          "Auditing",
          "Account Management",
          "Data Integration",
          "Mentoring",
          "Communication (Technical & Non-technical audiences)",
          "Business Analysis",
          "System Monitoring",
          "Data Processing",
          "Budget Management",
          "Timelines"
        ],
        "linkedinHelpedGetJob": false,
        "start": {
          "year": 2022,
          "month": 4,
          "day": 0
        },
        "end": {
          "year": 2024,
          "month": 11,
          "day": 0
        }
      },
      {
        "companyId": 59529963,
        "companyName": "Massachusetts Registry of Motor Vehicles",
        "companyUsername": "59529963",
        "companyURL": "https://www.linkedin.com/company/59529963/",
        "companyLogo": null,
        "title": "Corporate Trainer & System Implementation Consultant",
        "location": "On-site",
        "locationType": "",
        "description": "Supported $25M digital transformation initiative, gaining hands-on experience with large-scale system modernization and data migration processes:

System Modernization & Testing:
• Contributed to IT modernization project improving service delivery for 6M+ Massachusetts residents—gained practical understanding of large-scale system transformations
• Facilitated 20+ UAT and performance testing cycles, identifying and documenting 30+ critical issues before production deployment
• Assisted with data validation during system migration, ensuring accuracy of customer records during transition
• Supported phased rollout across multiple service centers, minimizing service disruptions

Training & Knowledge Transfer:
• Developed and delivered comprehensive training documentation for 100+ end users on new digital systems
• Created user guides and quick reference materials that reduced support tickets by 30%
• Conducted hands-on training sessions bridging the gap between technical teams and end users
• Analyzed user feedback to identify system improvements and workflow optimizations

Process Improvement & Support:
• Identified bottlenecks in customer service workflows, contributing to 30% reduction in wait times
• Collaborated with technical teams to understand system architecture and data flows for effective training development
• Documented system processes and created troubleshooting guides for common issues
• Provided tier-1 support during initial rollout, escalating technical issues appropriately

Quantifiable Results:
• Helped achieve 30% reduction in customer wait times within 6 months
• Trained 100+ users with 95% proficiency rate
• Contributed to successful migration affecting 6M+ customer records
• Zero critical failures during phased deployment

Skills Developed: System testing, UAT coordination, Data validation, Technical documentation, Training development, Process analysis, Stakeholder communication, Basic SQL queries, System troubleshooting",
        "employmentType": "Contract",
        "skills": [
          "Performance Testing",
          "System Integration",
          "Decision-Making",
          "Stakeholder Management",
          "Vendor Management",
          "Testing & Quality Assurance",
          "Project Management",
          "Data Integration",
          "Mentoring",
          "Technical Documentation",
          "Communication (Technical & Non-technical audiences)",
          "System Monitoring",
          "Timelines"
        ],
        "linkedinHelpedGetJob": false,
        "start": {
          "year": 2019,
          "month": 7,
          "day": 0
        },
        "end": {
          "year": 2022,
          "month": 4,
          "day": 0
        }
      },
      {
        "companyId": 15102289,
        "companyName": "University of Tennessee, Knoxville",
        "companyUsername": "15102289",
        "companyURL": "https://www.linkedin.com/company/15102289/",
        "companyLogo": "https://media.licdn.com/dms/image/v2/D4E0BAQG2_oE3A6EqBQ/company-logo_400_400/B4EZliJph.HIAY-/0/1758288320922/university_of_tennessee_knoxville_logo?e=1765411200&v=beta&t=amEqyX-86-c48rxMW6a7ypb1aN5DqCgWttenslL_nos",
        "title": "Senior Lecturer - Educational Technology ",
        "location": "Knoxville, Tennessee, United States",
        "locationType": "On-site",
        "description": "",
        "employmentType": "Full-time",
        "skills": [
          "Decision-Making",
          "Mentoring",
          "Technical Documentation",
          "Communication (Technical & Non-technical audiences)",
          "Timelines"
        ],
        "linkedinHelpedGetJob": false,
        "start": {
          "year": 2016,
          "month": 1,
          "day": 0
        },
        "end": {
          "year": 2018,
          "month": 8,
          "day": 0
        }
      }
    ]
  }
}