While working on OpportunityOS, I realized as the project grew , the CSS had become more complex , With repeated tailwind classes , different styling patterns, larger border radiuses.
I decided to simplify the existing styling component by component, focusing on cleaner layouts, consistent colors, simpler borders and shadows, and more maintainable CSS while keeping the existing UI structure and functionality unchanged.
I made changes and removed unnecessary repeated code.
Fixed the local AI connection issue by routing frontend API requests through the vite proxy to the deployed backend .
Debugged several issues including:
-> offline fallback states
-> Incorrect AI response handling
-> stuck analysis / loading states
scrolling and time stamp issues
Working on the project engine . The main page is taking step , but OppurtunityOS Copilot side panel still needs fixing - messages are not getting a proper response .
Fixing the integration and working to get the proper response
Added the Career quiz to the Skill Arcade - a timed 10 question challenge designed to test challenge around coding and technology .
Currently polishing the Skill arcade experience and getting oppurtunityOS closer to final submission.
Build Tech Match for the Skill Arcade !!!
A quick challenge where you match technologies with their correct categories and test your knowledge under time pressure.
After spending time fixing the bugs - I decided to make finding bugs a game .
So I added a new game to my skill arcade - bug hunter.
The idea is simple , first the user have to select the programming language , and then have to select the toughness level , based on that there will be code snippets and options for that code snippets.
After spending too much time fixing bugs , i got tired of debugging
So instead of fixing another bug …. I tried to build something new .
I implemented Skill Arcade in Opportunity OS - a small gamified section where users can test their skills through interactive games
I am continuing to manually refine and test the project feature by feature . I focused on debugging the Resume Analyzer , improving the error flow , and checking the complete analysis process .
Still refining the project , making changes in the code , getting errors and fixing them .
finally OpportunityOS is deployed and it is live !!!
Recently I have been refining the career intelligence dashboard and improving the overall UI and user experience .
I am also working on connecting the Analytics page with all the existing features , so users can get a complete view of their progress and activity across Opportunity OS .
The focus is now on making the existing features feel more connected , polished , and product ready .
Still Building … still improving !!!
Opportunity OS is getting closer to the finish line !!!
The focus has now shifted from building features to make sure everything actually works as intended
Currently working on :
At this stage , it’s less about adding more and more features - and more about making the existing product reliable , consistent , and ready to ship .
The final stretch is here …….
Opportunity OS has entered its final phase . Currently I am focusing on fixing the bugs , testing and ensuring every feature works before final release . The finish line is getting closer
continued refining the OpportunityOS onboarding experience by improving the overall UI, spacing, alignment, typography, and visual consistency across all onboarding steps.
The focus wasn’t on adding new features but on creating a smoother, more intuitive, and premium experience that makes a great first impression.
One step closer to a polished SaaS product!
I focused on improving the onboarding experience for OpportunityOS. I redesigned the Personal Details, Education, and Skills screens to create a cleaner and more premium user experience.
I also introduced a new Career Interests step, allowing users to share their career goals so OpportunityOS can deliver more personalized opportunities and recommendations.
The onboarding is becoming more intuitive, engaging, and aligned with the vision of building an AI-powered career platform for students
I focused on enhancing the Resume Builder in OpportunityOS. Improved the resume creation workflow, refined the live preview experience, strengthened Firebase data synchronization, and validated auto-save functionality for a smoother user experience.
Also worked on ATS analysis improvements and overall stability to ensure users can build professional resumes seamlessly.
Built the Career Explorer module in OpportunityOS to help users discover career paths based on their skills and profile. Added role-based career cards, skill gap insights, recommended projects, learning timelines, and roadmap generation for different career tracks.
Currently focusing on improving matching accuracy, personalization, and overall user experience.
Project Recommendation Engine in OpportunityOS.
One problem I noticed is that many students know their dream role but have no idea what projects they should actually build. So I developed an AI-powered engine that analyzes a student’s target role and skill gaps, then recommends portfolio-worthy projects that can strengthen their profile and improve career readiness. Turning career goals into actionable projects, one recommendation at a time.
user flow :
Stay tuned for more updates !!!
After generating a personalized Career Roadmap, the next step is understanding what’s missing.
The Skill Gap Analysis feature helps users compare their current skills with the skills required for their dream career.
For example, if someone wants to become an AI Engineer, OpportunityOS can analyze their profile and show which skills they already have and which skills they still need to learn.
Development Update: AI-Powered Career Roadmap in OpportunityOS
One challenge students face is not knowing what to learn next after choosing a career path.
Today, I worked on the Career Roadmap Module in OpportunityOS.
How does it work :
-> Lets users choose a target role (Software Engineer, AI Engineer, Full Stack Developer, etc.)
-> Generates a structured learning roadmap
Breaks the journey into clear phases and milestones
-> Shows recommended learning resources for each phase
-> Tracks roadmap progress over time
Integrates with Skill Gap Analysis to recommend the next skills to learn
Still improving the experience, but excited to see the roadmap becoming more interactive and personalized.
