EmployerLens shows real company work-life insights using Gemini.
Used ai for Frontend, and backend some debugging, gemini api used in backend
This app helps to understand what is actual work culture in any company. User gives company name and app uses Gemini to do research and show full dashboard with critical gap, reality and perception layer, pros and cons, and detailed report. I also added history saving in database, share link, and PNG export so result can be used later also. I fixed many bugs and made UI simple and clean..
In this 4 hours, I worked on backend and complete integration. I created FastAPI backend and connected Gemini API for research output. I handled many errors where Gemini was giving partial or wrong formatted data, so I added cleanup and fallback logic. Then I added PostgreSQL storage for saving previous analysis history. I made APIs for history list and opening saved company result with slug URL like /companyname. I also added share link and export PNG features. Then I fixed Python version issues. After all work done, I pushed complete project to GitHub and also did Vercel deployment side setup and checked flow end to end.
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In this 2 hours, I mostly worked on UI part of EmployerLens. First I made search page where user can enter company name and run analysis. Then I made full result screen with sections like Critical Gap, Data Integrity, Perception Layer, Reality Layer and Detailed Narrative Report. I kept light theme and tried to make design clean and easy to read. I also added loading screen with full page progress bar so user can understand analysis is running. After that I added pros and cons section in reality layer. Finally I did alignment and spacing fixes because some text was looking weird and not proper.
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