aigeon-ai/fresh-linkedin-profile-data

AI Evaluation Report

Total Score: 8/10

The agent demonstrates strong capabilities in retrieving and summarizing LinkedIn profile and company data, as well as searching for job postings. It provides detailed and well-structured responses, particularly in tasks related to job searches and company data retrieval. However, the agent shows limitations in accessing real-time LinkedIn data for specific profiles, as seen in the case of Tim Cook, and encounters encoding issues in text retrieval, affecting readability. Additionally, the agent lacks the ability to verify the authenticity of certain data, such as recommendations. Overall, the agent performs well in tasks that align with its capabilities but faces challenges in real-time data retrieval and text encoding.

• Test case 1

  Score: 7/10

  Retrieve the LinkedIn profile data for Satya Nadella, including his experience, education history, skills, certifications, publications, honors, volunteer work, projects, patents, courses, and organizations.

  Satya Nadella - Overview

  • Position: CEO of Microsoft

  Education

  • Bachelor’s degree in Electrical Engineering from Manipal Institute of Technology.
  • Master’s degree in Computer Science from the University of Wisconsin–Milwaukee.
  • MBA from the Booth School of Business at the University of Chicago.

  Experience

  • Microsoft:
    • Joined Microsoft in 1992 and has held various leadership roles in enterprise and consumer businesses.
    • Became CEO in February 2014, focusing on a cloud-first strategy and transforming Microsoft into a leader in cloud computing.

  Skills

  • Leadership in technology and business transformation.
  • Expertise in cloud computing, AI, and machine learning.
  • Strong background in enterprise software.

  Certifications, Publications, Honors

  • Publications: Author of "Hit Refresh," which discusses his personal and professional journey.
  • Honors: Recognized as one of the world's most influential people, featured in various business and technology lists.

  Volunteer Work

  • Active in various social causes, focusing on education and technology accessibility.

  Projects & Patents

  • Involved in numerous projects related to cloud services and AI development at Microsoft.

  Organizations

  • Member of several boards and advisory groups, including the University of Chicago and the National Academy of Engineering.

  Additional Information

  • Nadella emphasizes empathy, collaboration, and innovation in his leadership approach, which has significantly influenced Microsoft's culture and success.
• Test case 2

  Score: 9/10

  Perform the operation of searching for open job positions related to 'Data Scientist' roles in 'San Francisco' on LinkedIn and scrape full job details, including the company information.

  Here are the current open job positions related to 'Data Scientist' roles in San Francisco, along with their full details, including company information:

  1. Data Scientist, Finance at Notion
     • Company: Notion
     • Location: San Francisco, CA
     • Posted On: August 26, 2025
     • Job Type: Full-time
     • Salary Range: $140,000 - $175,000 per year
     • Experience Level: Entry level
     • Job Description: Work at the intersection of Finance, Product, and Go-to-Market. Translate initiatives from both self-serve and sales-assisted businesses into tangible revenue outcomes. Collaborate with the Strategic Finance team to identify growth opportunities.
     • Company Description: Notion blends everyday work tools into one customizable workspace, enhancing productivity and collaboration.
  2. Data Scientist, Product at Notion
     • Company: Notion
     • Location: San Francisco, CA
     • Posted On: August 9, 2025
     • Job Type: Full-time
     • Salary Range: $140,000 - $170,000 per year
     • Experience Level: Entry level
     • Job Description: Work closely with product and engineering teams to transform data into evidence that influences product decisions. Conduct experiments to evaluate the success of new features.
     • Company Description: Notion is a collaborative platform that provides customizable tools for various organizational needs.
  3. Data Scientist, Marketing at Notion
     • Company: Notion
     • Location: San Francisco, CA
     • Posted On: August 23, 2025
     • Job Type: Full-time
     • Salary Range: $140,000 - $235,000 per year
     • Experience Level: Entry level
     • Job Description: Partner with Marketing leads, transforming complex data into compelling insights. Build and maintain KPI dashboards for critical decision-making.
     • Company Description: Notion helps individuals and teams manage their work efficiently through an integrated platform.
  4. Machine Learning Data Scientist, Forecasting at OpenAI
     • Company: OpenAI
     • Location: San Francisco, CA
     • Posted On: August 8, 2025
     • Job Type: Full-time
     • Experience Level: Mid-Senior level
     • Job Description: Lead forecasting initiatives to predict core metrics such as DAU/WAU, revenue, and profitability. Collaborate with cross-functional teams to operationalize forecasting insights.
     • Company Description: OpenAI focuses on developing artificial intelligence technologies that benefit humanity.
  5. Data Scientist, Decisions - Risk Solutions at Lyft
     • Company: Lyft
     • Location: San Francisco County, CA
     • Posted On: August 27, 2025
     • Job Type: Full-time
     • Salary Range: $128,000 - $160,000 per year
     • Experience Level: Mid-Senior level
     • Job Description: Use data to build a safer platform for users by designing and implementing experiments. Collaborate with product and engineering teams.
     • Company Description: Lyft is a rideshare company that connects drivers and riders while emphasizing safety and community.
  6. Data Scientist, Product Analytics at Meta
     • Company: Meta
     • Location: San Francisco, CA
     • Posted On: August 22, 2025
     • Job Type: Full-time
     • Salary Range: $173,000 - $242,000 per year
     • Experience Level: Not specified
     • Job Description: Collaborate with cross-functional teams to analyze and influence product development. Use data to identify opportunities and improve product offerings.
     • Company Description: Meta aims to connect people and businesses through cutting-edge technology and immersive experiences.
  7. Data Scientist at SEPHORA
     • Company: SEPHORA
     • Location: San Francisco, CA
     • Posted On: August 27, 2025
     • Job Type: Full-time
     • Salary Range: $145,890 - $162,100 per year
     • Experience Level: Entry level
     • Job Description: Lead the development of ML systems and drive innovation through AI solutions. Conduct exploratory data analysis and feature engineering.
     • Company Description: SEPHORA is a leading global prestige beauty retailer, providing diverse beauty products and experiences.
  8. Data Scientist - New Grad (2026 Start) at Databricks
     • Company: Databricks
     • Location: San Francisco, CA
     • Posted On: August 9, 2025
     • Job Type: Full-time
     • Experience Level: Entry level
     • Job Description: Collaborate with cross-functional teams to deliver insights and deploy algorithms. Manage projects from data exploration to presenting insights.
     • Company Description: Databricks focuses on building data and AI infrastructure to improve business operations.
  9. Data Scientist at OpenAI
     • Company: OpenAI
     • Location: San Francisco, CA
     • Posted On: August 8, 2025
     • Job Type: Full-time
     • Experience Level: Entry level
     • Job Description: Design and implement models for strategic finance decision-making. Collaborate with various teams for data-driven insights.
     • Company Description: OpenAI is committed to ensuring that AI benefits all of humanity through responsible development.
  10. Data Scientist at Turn/River Capital
      • Company: Turn/River Capital
      • Location: San Francisco, CA
      • Posted On: August 19, 2025
      • Job Type: Full-time
      • Salary Range: $150,000 - $160,000 per year
      • Experience Level: Entry level
      • Job Description: Own data and reporting infrastructure for portfolio companies. Collaborate on analysis projects to identify trends and opportunities.
      • Company Description: Turn/River Capital is a private equity firm specializing in technology investments. Feel free to click on the job titles for more details or to apply!
• Test case 3

  Score: 7/10

  Retrieve the LinkedIn profile data for Tim Cook, including his experience, education history, skills, certifications, publications, honors, volunteer work, projects, patents, courses, and organizations.

  It seems that I'm currently unable to retrieve Tim Cook's LinkedIn profile data due to issues with the tool endpoints. However, I can provide a summary based on publicly available information:

  Tim Cook's Profile Overview

  • Full Name: Tim Cook
  • Current Position: CEO of Apple Inc.
  • Location: Cupertino, California

  Experience

  • Apple Inc.

    • Position: CEO
    • Duration: August 2011 - Present
    • Role: Leading the company, overseeing product development, and managing Apple's global operations.

  • Apple Inc.

    • Position: Chief Operating Officer (COO)
    • Duration: 2005 - 2011
    • Role: Responsible for the company's worldwide sales and operations, including supply chain management.

  • Other Positions:

    • Cook has held leadership roles at companies like IBM, Intelligent Electronics, and Compaq.

  Education

  • Duke University

    • Degree: MBA
    • Field of Study: Business Administration

  • Auburn University

    • Degree: Bachelor of Science
    • Field of Study: Industrial Engineering

  Skills

  • Strategic Planning
  • Operational Excellence
  • Supply Chain Management
  • Leadership

  Certifications

  • Tim Cook is known for his leadership in technology and business but specific certifications are not publicly detailed.

  Publications

  • Cook has contributed to various articles and interviews discussing leadership, technology, and corporate ethics, though specific publications are not listed.

  Honors

  • Cook has received numerous accolades for his leadership at Apple, including being named to Time Magazine's list of 100 Most Influential People.

  Volunteer Work

  • Tim Cook is known for his philanthropic efforts, including support for education and human rights, though specific organizations are not detailed.

  Projects

  • Key projects include the development of new Apple products like the iPhone, iPad, and Apple Watch.

  Patents

  • Cook himself may not hold patents directly but Apple, under his leadership, has many technology patents.

  Courses

  • Specific courses taken by Cook are not publicly available, but his educational background includes significant business and engineering studies.

  Organizations

  • Cook is involved with various organizations, including boards related to education and technology.

  If you have specific questions or need further details on a particular aspect, feel free to ask!

• Test case 4

  Score: 9/10

  Retrieve the LinkedIn company data for NVIDIA. Include its industry, company size (employee count), and headquarters location. Also, fetch the content of its two most recent posts from its company page.

  NVIDIA Company Data

  • Company Name: NVIDIA
  • Industry: Computer Hardware Manufacturing
  • Employee Count: Approximately 42,031 employees
  • Headquarters Location: 2701 San Tomas Expressway, Santa Clara, CA 95050, USA

  

  Recent Posts from NVIDIA's Company Page

  1. Post Title: NVIDIA CEO Jensen Huang Discusses Networking, China, Gaming, and More on Yahoo! Finance, Following Q2 Earnings.

     • Posted: 12 hours ago
     • Likes: 658
     • Comments: 25
     • Text:

       This week in the NVIDIA Newsroom:

       • Q2 financial results announced — $46.7B in revenue, up 56% from a year ago. • Jetson Thor brings 7.5x more AI compute to accelerate the age of robotics. • Global enterprises from Disney to TSMC adopt RTX PRO Servers to transform data centers into AI factories.

       Plus, NVIDIA CEO Jensen Huang named to the 2025 TIME100 AI list.

     

  2. Post Title: We are proud to support the SEA-LION v4 empowering developers across Southeast Asia.

     • Posted: 1 day ago
     • Likes: 16
     • Comments: 1
     • Text:

       We are proud to support the SEA-LION v4 empowering developers across Southeast Asia to tackle region-specific challenges with unprecedented efficiency and innovation.

       By leveraging the NVIDIA NeMo Framework, this collaboration underpins our commitment to ensuring regional creators can build, adapt, and deploy cutting-edge #AI solutions faster than ever before.

     

  Feel free to reach out if you need more information!

• Test case 5

  Score: 5/10

  Retrieve the recommendations received by Reid Hoffman, the co-founder of LinkedIn. For the two most recent recommendations, provide the full name of the recommender and the complete recommendation text.

  Reid Hoffman has received numerous recommendations highlighting his exceptional skills and character. Here are the two most recent recommendations:

  1. Recommender: Sarah Imbach

     • Recommendation Text: "One of the finest people I’ve ever known in business or any field. An exemplar of Silicon Valley at its best. Many know Reid for his success and talent, but he is an equally great person. A rare example of someone who can engage in a discussion and set his ego and self-interest completely aside. Many would like to think they can do this as well, but Reid is as good as I have seen when it comes to this."

  2. Recommender: Maples

     • Recommendation Text: "In spite of his achievements and respect in the tech industry, Reid was one of the first people who spent time with me when I moved to Silicon Valley. As a former enterprise software entrepreneur, I learned a ton from him about what it takes to succeed in the consumer side of things. Since that time I have come to learn that he is an even better person than businessman... he is one of the few people I have ever known who is able to completely factor his personal self-interest out of a decision. Lots of people like to say they do this, but Reid exemplifies it the best."

  These recommendations reflect Reid Hoffman’s influence, integrity, and the respect he garners in the professional community.