Personalized development suggestions

Generate tailored educational and professional development suggestions in JSON format based on provided personal profile data.

You can query a model directly and test the results returned when using different parameter values with the Cloud console, or by calling the Vertex AI API directly.

Prompt Freeform

Generate tailored educational and professional development suggestions, incorporating the subsequent JSON data. Output ONLY raw JSON, devoid of markdown formatting, ```json tags, or supplementary text.

Personal Profile:

  • Age: 30
  • Gender: Male
  • Profession: Software Developer

Skill Set:

  • Coding Languages: []
  • Soft Skills: []
  • Tools & Technologies: []
  • Certifications: []
  • Experience: {}

Learning Preferences:

  • Learning Style:
  • Preferred Duration:
  • Available Time:

Current Work Environment:

  • Company Size:
  • Project Type:
  • Team Dynamics:

Career Objectives:

  • Short-Term Goals: []
  • Long-Term Aspirations: []

Required JSON structure:

{
    "developmentSuggestions": {
        "overview": "brief overview",
        "skillEnhancement": {
            "technicalSkills": {
                "courses": [
                    {
                    "name": "course name",
                     "platform": "online platform",
                    "duration": "duration"
                    }
                ],
                "toolsToLearn": ["tool1", "tool2"]
                },
            "softSkills": {
              "workshops": [
                 {
                    "name": "workshop name",
                     "provider": "training provider",
                    "duration": "duration"
                    }
                ],
              "practiceAreas": ["area1", "area2"]
            }
        },
       "careerAdvancement":{
            "mentorship": ["mentorship1", "mentorship2"],
            "networkingEvents": ["event1", "event2"],
            "jobRoles": ["role1", "role2"]
        },
        "personalizedRecommendations": ["rec1", "rec2"],
        "learningSchedule": {
           "weeklyHours": "number of hours",
           "studyTips": ["tip1", "tip2"]
        }
    }
}

Response

{
    "developmentSuggestions": {
        "overview": "A tailored development plan for a 30-year-old Software Developer aiming to transition into a senior or lead role. This plan focuses on mastering in-demand technologies, cultivating leadership and communication skills, and strategically navigating career progression.",
        "skillEnhancement": {
            "technicalSkills": {
                "courses": [
                    {
                        "name": "AWS Certified Solutions Architect - Associate",
                        "platform": "A Cloud Guru / Coursera",
                        "duration": "40-60 hours"
                    },
                    {
                        "name": "Docker and Kubernetes: The Complete Guide",
                        "platform": "Udemy",
                        "duration": "25 hours"
                    },
                    {
                        "name": "Advanced Python for Web Development",
                        "platform": "Pluralsight",
                        "duration": "30 hours"
                    }
                ],
                "toolsToLearn": [
                    "Kubernetes",
                    "Terraform",
                    "GitHub Actions / GitLab CI"
                ]
            },
            "softSkills": {
                "workshops": [
                    {
                        "name": "Crucial Conversations for Mastering Dialogue",
                        "provider": "VitalSmarts",
                        "duration": "2 Days"
                    },
                    {
                        "name": "Agile Leadership and Collaboration",
                        "provider": "Scrum.org",
                        "duration": "1-2 Days"
                    }
                ],
                "practiceAreas": [
                    "Technical Mentoring of Junior Developers",
                    "Leading technical design discussions",
                    "Presenting at team-wide 'brown bag' sessions"
                ]
            }
        },
        "careerAdvancement": {
            "mentorship": [
                "Seek a senior or principal engineer within your organization for regular guidance on technical challenges and career pathing.",
                "Join an external mentorship platform like Plato or Merit to gain diverse industry perspectives."
            ],
            "networkingEvents": [
                "Attend a major tech conference relevant to your field (e.g., KubeCon, AWS re:Invent, PyCon).",
                "Participate in local developer meetups for your primary programming language or technology."
            ],
            "jobRoles": [
                "Senior Software Developer",
                "Tech Lead",
                "Solutions Architect"
            ]
        },
        "personalizedRecommendations": [
            "Initiate a personal project using a new technology stack (e.g., a serverless application with AWS Lambda and a frontend in Svelte) to build a tangible portfolio piece.",
            "Contribute to a mid-sized open-source project to enhance collaboration skills and gain visibility.",
            "Write technical blog posts on a platform like Medium or Dev.to to solidify your understanding of complex topics and build a professional brand."
        ],
        "learningSchedule": {
            "weeklyHours": "5-7 hours",
            "studyTips": [
                "Use the 'Pomodoro Technique' (25 minutes focused study, 5-minute break) to maintain concentration.",
                "Apply new concepts immediately by building a small project or refactoring existing code.",
                "Block out dedicated learning time in your calendar and treat it as a non-negotiable appointment."
            ]
        }
    }
}
Model: gemini-2.5-pro
Temperature: 0.2
Max output tokens: 8192
TopK: 40.0
TopP: 0.95