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@Growgle

Growgle

Growgle – India’s First Democratised Geopolitical Career Compass

Where Careers Meet Intelligence — Personalised, Real-Time, AI-Driven.

growgleimg

Overview

Growgle is India's first pan-industrial, AI-driven career ecosystem powered by Google’s latest AI models and cloud technologies. It combines career intelligence, live economy & policy insights, RAG-powered knowledge, and hyper-personalised recommendations to build a unified career platform for every Indian — students, job-seekers, working professionals, founders, and policy aspirants.

Growgle integrates:

  • Real-time job intelligence
  • Government policy & geopolitics analysis
  • Personalised career roadmaps
  • AI-powered mock interviews
  • Multi-dimensional RAG datasets (4.7M token vector DB)
  • Industry & skill trend dashboards
  • Automated career task planning (Calendar + Tasks)
  • AI resume enhancer & cover-letter generator
  • Voice-based interactions (Speech-to-text + Translation)

Growgle bridges the gap between policy, industry, and people — enabling a smarter, fairer, more democratized future of work.


Key Features

1. Career Insights Engine

  • Fetches live news, industry signals, and policy updates
  • Performs trend analysis, sentiment, conflict detection
  • Generates personalised insights using Gemini 2.5 + Gemma
  • Summarizes multi-source data into actionable advice

2. AI-Powered Job Discovery

  • Multi-platform job aggregation (Google Talent Solution + JSearch)
  • Semantic ranking using Vertex Matching Engine
  • “Opportunity Fit Score” generated using Gemini embeddings
  • Filters by skills, experience, domain, work culture, location, and more

3. Personalised Career Roadmaps

  • Dynamic paths for:

    • Industry roles
    • UPSC / Govt roles
    • Higher studies (Masters, PhD)
    • Startup & entrepreneurship
  • Auto-adjusts based on:

    • Industry movement
    • Policy changes
    • User skill graph
    • Regional opportunities

4. Growgle RAG Database (4.7M Token)

  • Largest hybrid knowledge-base for careers in India
  • Includes: ✔ Government data (NITI, MeitY, MoE, NSDC, MoD…) ✔ Google Data Commons ✔ Industry reports & McKinsey insights ✔ Business outlook reports ✔ Labour market statistics ✔ Policy think-tank data
  • Stored using vector embeddings + BigQuery + Vertex Matching Engine

5. AI Resume, Cover Letter & Skill Gap Analyzer

  • PDF → Text extraction
  • Auto keyword comparison using embeddings
  • ATS-optimized resume suggestions
  • AI-generated cover letter
  • Skill gap radar chart

6. Career Mentor Chatbot (Growgle Assistant)

  • Powered by Gemini 2.5 Flash Pro / Gemma

  • Multilingual (using Translate API)

  • Voice-based interactions (Speech-to-Text)

  • Can fetch:

    • Job insights
    • Trend analysis
    • Policy updates
    • Roadmap suggestions
    • Resume improvements

7. Task & Calendar Automation

  • Uses Google Calendar + Tasks

  • Auto-creates:

    • Study plans
    • Application deadlines
    • Roadmap milestones
  • Smart planning using Gemini reasoning


User Flow

Gen AI UserFlow

Architecture Diagram

Gen AI Architecture

Tech Stack

Screenshot 2025-11-02 at 10 27 19 PM

Demo Video

Demo (3 minutes): https://drive.google.com/file/d/1UJAdYrAGP7HIvpWCzcEtOUGyLrUJ4IbC/view


Why Growgle?

  • First-of-its-kind in India
  • Integrates policy, geopolitics, jobs, and personal career planning
  • Uses the strongest Google AI ecosystem
  • Democratizes access to career intelligence
  • Scales to millions with robust cloud infra

Popular repositories Loading

  1. Growgle-backend Growgle-backend Public

    Central backend for Growgle, handling secure login, user management, and cloud data storage via Firebase.

    JavaScript

  2. Growgle-Frontend Growgle-Frontend Public

    The main user-facing interface of Growgle, offering intuitive dashboards, data exploration tools, job insights, and browser automation triggers.

    JavaScript

  3. Growgle-CareerPulse Growgle-CareerPulse Public

    Fetch, process, and analyze live news articles from multiple sources, with options for trend analysis, sentiment analysis, and AI-driven summarization.

    JavaScript

  4. Growgle-GeoAI Growgle-GeoAI Public

    Analyze structured and unstructured government datasets (e.g., Niti Aayog, Ministry of Defence, Industry Reports) to extract insights, perform embeddings, and support AI-driven queries.

    Python 1

  5. Growgle-AutoApply Growgle-AutoApply Public

    Forked from akshayks13/gemini-Computer-Use

    Showcase of Gemini 2.5 browser automation agents, enabling AI-driven form filling, job applications, and autonomous web interactions via Playwright.

    Python

  6. .github .github Public

    Growgle – India’s First Democratised Geopolitical Career Compass

Repositories

Showing 6 of 6 repositories

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