IS 5320 – Hrishabh Kulkarni

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  • Summary Post

    HW5 Summary – Web Metrics Implementation

    Time Log

    Time spent visiting and engaging with classmates’ websites:

    • Sanjay Date: February 7, 2026 From: 7:50pm To: 8:10pm (20 minutes)
    • Moin Date: February 8, 2026 From: 12:05pm To: 12:15pm (10 minutes)
    • Ankit Date: February 8, 2026 From: 3:00pm To: 3:05pm (5 minutes)
    • Alekhya Date: February 8, 2026 From: 3:06pm To: 3:16pm (10 minutes)

    Total Time: 45 minutes spent exploring classmates’ CMS sites, reading their posts.

    Part I: Menu Structure Implementation

    I have successfully implemented a dual-menu system in my WordPress CMS to serve two distinct user groups: general visitors and instructors evaluating assignments.

    General Menu (Primary Navigation)

    This menu is organized by content themes to provide intuitive navigation for family, friends, and classmates:

    Structure:

    • Home – Main landing page wit latest posts
    • ITrends (parent menu)
      • VMs
      • Containers
      • CMS
    • My Life (parent menu)
      • My Career
      • My Hobbies

    This structure groups related technical content under “ITrends” and personal content under “My Life,” making it easy for visitors to browse topics that interest them.

    HWs Menu (Secondary Navigation)

    This menu is organized by assignment numbers for grading purposes:

    Structure:

    • HW3
      • VMs
      • Dockers
      • WordPress
    • HW4
      • Home Town
      • Travel Town
    • HW5
      • HW5 Summary (current post)
      • My Career
      • My Hobbies

    Implementation Method

    I used Appearance > Menus to create both menu structures. For parent items like “ITrends” and “My Life,” I used custom links with “#” as the URL to create non-clickable dropdown headers. I assigned the General Menu to the “Primary Menu” location and the HWs Menu to the “Footer Menu” location, ensuring both are accessible without interfering with each other.

    This dual-menu approach demonstrates understanding of different user perspectives organizing content logically for exploration while maintaining assignment-based structure for evaluation.

    Part II: New Content Added

    For this week’s assignment, I created two new posts with rich content, proper citations, and relevant imagery:

    1. My Career Post

    Link: [my-career]

    This post chronicles my educational background and professional journey in technology. I discuss my bachelor’s degree in a technical field, my current work with EQUATIONS WORK AI Pvt. Ltd., and my experience with machine learning, web development, and AI implementation. I highlight achievements including winning 1st Place at the HackSU competition and my ongoing graduate studies in data science. The post includes professional imagery and two APA-formatted academic references about technology career paths and data science professional development.

    Categories: Career, Professional
    Tags: career, professional, data science, technology, AI, machine learning, web development, hackathons

    2. My Hobbies Post

    Link: [my-hobbies]

    This post explores my personal interests outside of technology, focusing on cycling and tennis as primary hobbies. I discuss how these physical activities help maintain work-life balance, provide mental clarity for problem-solving, and complement my technical pursuits. The post emphasizes the connection between physical fitness and professional productivity. It includes sports-related imagery and two scholarly references about hobbies’ impact on work-life balance.

    Categories: Personal, Lifestyle
    Tags: hobbies, interests, personal, cycling, tennis, sports, work-life balance

    3. HW5 Summary Post

    Link: [hw5-summary]

    This current post documents all work completed for Week 5, including time logs, menu implementation, new content creation, and tag management strategies.

    Categories: Assignments
    Tags: HW5, web metrics, analytics, WordPress, assignment, CMS

    Both new posts have comments enabled to encourage classmate engagement and are registered in both menu systems as required.

    Part III: Categories and Tags Management

    I have implemented a comprehensive tagging and categorization system using TaxoPress, a powerful taxonomy management plugin.

    Category Structure

    I organized my content into the following primary categories:

    • Technology/ITrends – Technical posts about VMs, containers, CMS
    • Career – Professional development content
    • Personal/Lifestyle – Hobbies and personal interests
    • Assignments – Weekly homework submissions
    • Travel – Location-based content (Home Town, Travel Town)

    Each post is assigned to one primary category to avoid duplicate content issues and maintain clear organizational structure.

    Tagging Strategy

    I developed a consistent tagging system across all posts:

    Technical Tags: VMs, Dockers, WordPress, Containers, Digital Ocean, Amazon Web Services, Content Management System, CMS, Web Analytics

    Assignment Tags: HW 3, HW 4, HW 5

    Content Tags: Home Town, Travel Town, My Career, My Hobbies, career, professional, data science, technology, cycling, tennis, sports

    Total tags created: 20+ unique tags
    Average tags per post: 5-10

    Tag Management Process

    1. Manually added tags to each post through the Tags panel in the post editor
    2. Maintained consistency by reusing existing tags rather than creating duplicates
    3. Used specific, relevant keywords that visitors might search for
    4. Created tags that cross-reference content across different categories (e.g., “WordPress” appears in both HW3 CMS post and HW5 posts)

    Benefits Achieved

    • Cross-category discovery: Visitors can find all posts related to a topic (e.g., “WordPress”) regardless of which category they’re in
    • SEO optimization: Descriptive tags improve search engine visibility
    • User navigation: Tags provide alternative browsing paths beyond traditional categories
    • Content relationships: Related posts are automatically connected through shared tags

    Part IV: Category Search and Tag Cloud Implementation

    Tag Cloud Plugin Selection

    I chose TaxoPress (formerly Simple Tags) for my tag cloud implementation. This plugin offers advanced features including multiple display formats, AI-powered auto-tagging capabilities, and the ability to add tags to pages (not just posts). Just to let all know that I have used plain or simple display of tags at the end of each posts instead of using any decorative tagging as I like it simple.

    Why TaxoPress?

    • Actively maintained and updated for 2026
    • Provides extensive customization options
    • Includes both free and pro features
    • Offers professional-grade taxonomy management
    • Compatible with current WordPress versions

    Tag Cloud Configuration

    Using TaxoPress, I created a Terms Display with the following settings:

    • Display Format: Cloud (varying font sizes based on popularity)
    • Taxonomy: Tags
    • Number of tags shown: 30 most popular tags
    • Ordering: By count (descending) – most-used tags appear largest
    • Location: Sidebar widget area titled “Popular Tags”

    Implementation Process

    1. Went to TaxoPress > Terms Display
    2. Created new display named “Sidebar Tag Cloud”
    3. Configured cloud format with 30-tag limit
    4. Generated shortcode: 
      Terms Display
      Walk Through SLM SU Hackathon Software Development VMs Small Language Models Travel Town Physical AI Responsible AI Web Analytics Robot Technology WordPress Vibe Coding Summary Post Prompt Engineering Tennis Summary Open Source Technology Sports Tech Trends
    5. Added Term Display widget to sidebar via Appearance > Widgets
    6. Configured widget title as “Popular Tags”
    7. Saved and verified display on frontend

    Visitor Usage

    The tag cloud serves multiple navigation purposes for site visitors:

    Visual Discovery:

    • Larger tags (WordPress, CMS, HW 5) indicate popular topics with multiple posts
    • Smaller tags (cycling, tennis, Home Town) represent niche content
    • Font size variations provide instant visual feedback about content volume

    Interactive Navigation:

    • Clicking any tag displays all posts containing that tag
    • Visitors can explore content by topic rather than chronology
    • Cross-category connections become apparent (e.g., “WordPress” connects HW3, HW4, and HW5 content)

    Search Alternative:

    • Tag cloud complements the traditional search bar
    • Provides browseable keywords rather than requiring user input
    • Helps visitors discover content they didn’t know existed

    Example Use Case:
    A visitor interested in cloud technologies can click “Amazon Web Services” or “Digital Ocean” tags to see all related posts, regardless of whether they’re filed under HW3, ITrends, or other categories.

    Conclusion

    This week’s assignment successfully implemented comprehensive web analytics and content organization strategies. The dual-menu system balances user experience with academic requirements, while the TaxoPress-powered tag cloud provides an intuitive browsing mechanism. With 20+ tags across all posts and a responsive tag cloud in the sidebar, visitors now have multiple pathways to discover and explore content on my CMS.

    References

    Charter Global. (2026, January 6). Tech careers in 2026: AI, cloud and high demand roles. https://www.charterglobal.com/tech-careers-in-2026-ai-cloud-and-emerging-roles-driving-the-future/

    Coursera. (2025, August 7). Data science career roadmap: Jobs and levels guide. https://www.coursera.org/resources/job-leveling-matrix-for-data-science-career-pathways

    Campbell-Nowlin, M. (2024). Exploring hobbies as a critical component of work-life balance: Perceptions of their influence on job satisfaction and job performance [Doctoral dissertation, Liberty University]. Digital Commons @ Liberty University. https://digitalcommons.liberty.edu/cgi/viewcontent.cgi?article=6972&context=doctoral

    Prac Skills. (2026, January 3). How hobbies can transform your work-life balance. https://www.pracskills.com.au/blog/how-hobbies-can-transform-your-work-life-balance


    AI Automation AI Ethics AI for Developers AI Governance AI Innovation AI Reasoning AI Regulation AI Tools AI Trends 2026 Artificial Intelligence A Sequential Walk Chain Of Thought Context Engineering Deep Learning Edge AI EUAI Act Future Of AI Generative AI HW 3 HW 5 HW 6 HW 7 HW 8 HW 9 HW 10 LLM Low Cost AI Machine Learning Multimodal AI No Code o3 Model On Device AI Open AI Open Source Technology Prompt Engineering Responsible AI SLM Small Language Models Software Development Summary Summary Post Tech Trends Vibe Coding Walk Through Web Analytics

  • My Hobbies

    My Hobbies and Interests

    When I’m not coding or working on tech projects, I love staying active through sports. Cycling is one of my favorite ways to unwind and explore the outdoors. There’s something incredibly refreshing about hitting the road on a bike—whether it’s a quick ride around the neighborhood or a longer weekend trail. It helps me clear my mind and often gives me fresh perspectives on problems I’m working on.

    I also enjoy playing tennis, which combines physical activity with strategic thinking. The fast-paced nature of the game keeps me sharp and focused, and it’s a great way to challenge myself while having fun. I appreciate how tennis requires both mental and physical agility, qualities that translate well into my professional work in technology.

    Beyond sports, I’m passionate about continuous learning. I spend time exploring new programming languages, reading technical documentation, and contributing to open-source projects. Hackathons have become more than just competitions for me—they’re opportunities to meet like-minded people, learn new skills, and push creative boundaries. Balancing my technical interests with physical activities helps me maintain a healthy lifestyle and stay motivated in all areas of my life.

    Reference:

    Campbell-Nowlin, M. (2024). Exploring hobbies as a critical component of work-life balance: Perceptions of their influence on job satisfaction and job performance [Doctoral dissertation, Liberty University]. Digital Commons @ Liberty University. https://digitalcommons.liberty.edu/cgi/viewcontent.cgi?article=6972&context=doctoral​


    Prac Skills. (2026, January 3). How hobbies can transform your work-life balance. https://www.pracskills.com.au/blog/how-hobbies-can-transform-your-work-life-balance

    AI Automation AI Ethics AI for Developers AI Governance AI Innovation AI Reasoning AI Regulation AI Tools AI Trends 2026 Artificial Intelligence A Sequential Walk Chain Of Thought Context Engineering Deep Learning Edge AI EUAI Act Future Of AI Generative AI HW 3 HW 5 HW 6 HW 7 HW 8 HW 9 HW 10 LLM Low Cost AI Machine Learning Multimodal AI No Code o3 Model On Device AI Open AI Open Source Technology Prompt Engineering Responsible AI SLM Small Language Models Software Development Summary Summary Post Tech Trends Vibe Coding Walk Through Web Analytics

  • My Career

    My Career Journey

    I completed my bachelor’s degree in a Information Technology specializing in Data Analytics from MIT ADT University, Pune, which laid the foundation for my passion in technology and software development. During my undergraduate years, I discovered my interest in programming and problem-solving, which naturally led me to pursue advanced studies in data science and artificial intelligence.

     I have one year tech experience working with EQUATIONS WORK AI Pvt. Ltd., where I apply my skills in machine learning and software development to real-world projects. My experience spans several exciting areas including web development, AI implementation, and cloud technologies.

    One of my latest achievements was winning 1st Place for Best Implementation at the HackSU Seattle University’s Hackathon competition, where I collaborated with teammates to create an innovative solution under time constraints. This experience reinforced my love for competitive coding and hackathons.

    My technical toolkit includes Python, R, JavaScript, and various frameworks for web development and data analysis. I’m particularly interested in large language models, API integration, and cloud-based AI solutions. As I continue my graduate studies, I’m excited to explore emerging technologies and contribute to innovative projects that make a meaningful impact.

    Reference:

    Charter Global. (2026, January 6). Tech careers in 2026: AI, cloud and high demand roles. https://www.charterglobal.com/tech-careers-in-2026-ai-cloud-and-emerging-roles-driving-the-future/


    Coursera. (2025, August 7). Data science career roadmap: Jobs and levels guide. https://www.coursera.org/resources/job-leveling-matrix-for-data-science-career-pathways

    AI Automation AI Ethics AI for Developers AI Governance AI Innovation AI Reasoning AI Regulation AI Tools AI Trends 2026 Artificial Intelligence A Sequential Walk Chain Of Thought Context Engineering Deep Learning Edge AI EUAI Act Future Of AI Generative AI HW 3 HW 5 HW 6 HW 7 HW 8 HW 9 HW 10 LLM Low Cost AI Machine Learning Multimodal AI No Code o3 Model On Device AI Open AI Open Source Technology Prompt Engineering Responsible AI SLM Small Language Models Software Development Summary Summary Post Tech Trends Vibe Coding Walk Through Web Analytics