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mean-jugal/README.md

Jugal Kishor

Senior Full Stack Engineer | AI SaaS Systems

I design and build production-grade SaaS platforms where AI is a core system — not an add-on.

With 8+ years of experience (2017–2026), I’ve worked with organizations like EY, Vervali Systems, C-DAC, and StartBit IT Solutions, delivering scalable, real-world products used by businesses and end users.


🧠 What I Specialize In

  • AI-powered SaaS applications (beyond chatbots)
  • Structured LLM workflows (GPT-4 / Claude)
  • Personalized AI outputs using real user data
  • Real-time systems (streaming via SSE/WebSockets)
  • Scalable backend systems (Supabase, PostgreSQL, RLS)
  • Clean, production-ready UI (Next.js + Tailwind CSS)

🚀 Featured Work

🔹 AI SaaS Platform (Core System)

A multi-tenant SaaS platform where AI generates personalized documents, insights, and workflows.

  • Structured onboarding → user context engine
  • AI document generation using prompt pipelines
  • Real-time streaming chat interface
  • Dashboard with lifecycle + history tracking
  • Supabase Auth + Row Level Security
  • Deployed on Vercel

🔹 LLM Workflow Engine

Reusable architecture for building structured AI pipelines.

  • Multi-step prompt chaining
  • Context injection (database + session + memory)
  • JSON-based structured outputs
  • Output validation and formatting layer

🔹 Real-Time AI Chat System

Streaming AI interface optimized for performance and UX.

  • SSE-based response streaming
  • Low-latency interaction design
  • Conversation state management

💼 Highlight Project

🚀 Stratum 9 InnerView — AI Hiring Platform

An AI-powered SaaS platform that streamlines recruitment by automating job creation, resume screening, interview workflows, and candidate evaluation.

Overview Built to solve inefficiencies in hiring workflows, the platform enables teams to manage large applicant pools, reduce manual screening, and improve decision-making through structured AI insights.

Key Capabilities

  • AI-powered job description generation
  • Resume screening with skill-based ranking (ATS scoring)
  • Automated interview scheduling
  • Real-time AI-assisted interview support
  • Behavioral analysis during interviews
  • Dynamic follow-up question generation
  • AI-driven candidate evaluation and scoring
  • Transparent feedback dashboards
  • Offer letter generation and acceptance tracking
  • Role-based access control and audit logs

Technical Stack

  • Frontend: React.js
  • Backend: Node.js
  • Database: MySQL
  • Infrastructure: AWS EC2

Impact

  • Reduced manual screening effort significantly
  • Improved hiring speed and decision quality
  • Enabled structured, unbiased evaluation workflows

🛠 Tech Stack

Frontend Next.js, React, TypeScript, Tailwind CSS

Backend Supabase, PostgreSQL, Node.js

AI Layer OpenAI (GPT-4), Claude, Prompt Engineering

Infrastructure Vercel, Docker, AWS, CI/CD


⚙️ Engineering Approach

  • Build systems, not isolated features
  • Design AI workflows, not single prompts
  • Focus on real user problems, not demos
  • Ship scalable, maintainable, production-ready code

🌐 Links


💡 I build AI products that are scalable, usable, and deliver real business value — not just prototypes.

Pinned Loading

  1. AdminLTE AdminLTE Public

    Forked from ColorlibHQ/AdminLTE

    AdminLTE - Free Premium Admin control Panel Theme That Is Based On Bootstrap 3.x

    JavaScript

  2. amplify-vite-react-app amplify-vite-react-app Public

    My Amplify Gen 2 starter application

    TypeScript

  3. jk_filegen-cli jk_filegen-cli Public

    JK CLI tool to generate files with smart headers synced from package.json

  4. langchain langchain Public

    Forked from dimitry12/langchain

    ⚡ Building applications with LLMs through composability ⚡

    Python

  5. highcharts.com highcharts.com Public

    Forked from highcharts/highcharts

    Highcharts JS, the JavaScript charting framework

    JavaScript

  6. stratum9-inner-view-ai stratum9-inner-view-ai Public

    Streamline Hiring with AI-Powered Interviews: Stratum 9 InnerView is an AI-driven SaaS hiring management platform that streamlines recruitment by automating routine tasks and optimizing candidate e…