PRANAY BAGARIA pranay9981

`> whoami`

name: "Pranay Bagaria"
role: "AI & ML Engineer | Full-Stack Developer | App Developer"
location: "India"
mission: "Building AI that genuinely serves people — not just impresses them."

expertise:
  - Federated Learning & Differential Privacy for Healthcare AI
  - LLM Applications, RAG Systems & Intelligent Automation
  - Full-Stack Web & Mobile (React, TypeScript, FastAPI)
  - Generative AI — Music, NLP, Vision

currently_building:
  - "Neonatal Sepsis Detection (GRU-D + Transformers + Federated Learning)"
  - "RAG-Studio — Multi-source document intelligence platform"
  - "DemandOps — AI-driven sales & demand forecasting"

open_to: "Research collaborations | Open Source | Freelance AI projects"
fun_fact: "Built a music AI before ever learning what a chord progression was."

`> what_i_build`

🧬 Healthcare AI	🤖 LLM & RAG Systems	📊 Business Intelligence
Federated Learning for Neonatal Sepsis Detection across hospital networks using GRU-D & Transformers with differential privacy	RAG-Studio — Multi-source document intelligence with retrieval-augmented generation pipelines	DemandOps — AI-powered sales forecasting & demand intelligence with real-time analytics

`> tech_stack`

`> currently_learning`

learning:
  - "LLM Fine-tuning — LoRA, QLoRA & PEFT for domain-specific model adaptation"
  - "Agentic AI — multi-agent orchestration with LangGraph & AutoGen"
  - "MLOps at Scale — production ML pipelines with Kubernetes & MLflow"
  - "Rust — high-performance systems programming for ML inference"

`> github_stats`

`> featured_projects`

🧬 Neonatal Sepsis Detection	🤖 RAG-Studio
Federated learning with GRU-D & Transformers for privacy-preserving sepsis prediction across distributed hospital networks. ⭐ 3 🍴 3	Multi-source document intelligence platform powered by retrieval-augmented generation for smarter information access.

🎵 Cyber Wave Music Gen	📊 DemandOps
AI-powered music generation exploring the intersection of neural networks and audio synthesis.	Intelligent sales & demand forecasting platform with AI-driven analytics and business intelligence dashboards.

🌍 Travel Companion	📄 Resume Intelligence System
Full-stack AI-powered travel planning app for discovering, organizing and booking trips with smart recommendations.	AI-powered resume analysis system with intelligent parsing, skill extraction, and job-to-candidate match scoring.