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balaraj74/README.md
Balaraj R — AI/ML Engineer | Full Stack Developer | Intelligent Systems Builder Typing SVG




Competed

Top Honours

Prize Money

Shipped

Credentials

Portfolio Email LinkedIn

Kaggle Hugging Face Google Dev X / Twitter Google Skills

Profile views Followers PES University

Balaraj R — Agentic AI Multi-Agent Orchestration Pipeline Visualizer


👨‍💻 About Me

class BalarajR:
    role       = "AI/ML Engineer | Full Stack Developer | Intelligent Systems Builder"
    location   = "Bengaluru, Karnataka, India 🇮🇳"
    education  = "PES University — B.Tech CSE (AI & ML), 2024–2028"
    contact    = "balarajr483@gmail.com | balaraj.vercel.app"

    domains = [
        "Agentic AI & Multi-Agent Orchestration",
        "Healthcare AI — HIPAA-aware, FHIR R4-compliant systems",
        "Agricultural AI & Smart Farming (rural India scale)",
        "Edge AI — On-device inference with quantized LLMs",
        "Cloud-Native Full Stack (GCP · Azure · Firebase)",
    ]

    building = {
        "VaidyaOS"   : "Offline-first Edge AI healthcare OS — runs LLMs on rural Android devices",
        "CareerLens" : "AI career intelligence — Google Gen AI Exchange National Winner 🏆",
        "AgriSence"  : "AI smart farming platform — Inferentia 2.0 State Winner 🥇",
        "HealthMesh" : "HIPAA-ready multi-agent clinical AI — Microsoft Imagine Cup",
    }

    mission = "Build ethical, explainable AI that empowers humans in critical decisions."
    values  = ["Offline-first", "Privacy by design", "Real-world impact", "Ship fast"]

⚡ Current Focus

What I'm actively shipping right now — updated regularly.

🔨 Project 📍 Status 🎯 Next Milestone
VaidyaOS — Edge AI Healthcare OS 🟢 Active Multilingual symptom parser v2, Gemma 3 GGUF upgrade
AgriSence — AI Smart Farming 🟢 Active NDVI satellite feed integration, 7-language voice expansion
HealthMesh v2 — Clinical AI 🟡 Iterating FHIR R4 audit log compliance, 2 new agent specializations
OSS Contributions 🔵 Starting Genkit docs, LangChain JS examples, Firebase SDK
Edge AI Research 🔵 Exploring Quantization benchmarks: Gemma 2B vs Phi-3 Mini on Android

🏆 Achievements

🥇 Award 🏛️ Organiser 📅
🏆 National Winner — Google Gen AI Exchange Hackathon Google Cloud × Hack2skill 2025
🥇 1st Place — Inferentia 2.0 State Hackathon PES University · AURA · AI&ML Dept Sep 2025
🚀 Round 1 Finalist — Meta PyTorch OpenEnv Hackathon Meta × OpenEnv × Scaler Apr 2026
🌟 Google APAC Finalist — Gen AI Academy APAC Google Cloud × Hack2skill 2026
🛡️ AMD Slingshot Hackathon — CyberShield AI AMD 2025

🚀 Flagship Projects

🩺 VaidyaOS — Edge AI Healthcare Operating System

VaidyaOS GitHub Download APK Stack


VaidyaOS — Edge AI Healthcare OS running offline clinical AI on mobile devices

Problem: 65% of India's rural population lacks access to qualified doctors. Internet connectivity is intermittent. Clinical AI must work without the cloud.

VaidyaOS is an offline-first Edge AI operating system for healthcare accessibility. It runs quantized LLMs directly on Android devices — enabling clinical triage, symptom analysis, and multilingual medical guidance with zero internet dependency.

Feature Implementation
🧠 On-Device AI Inference Llama.cpp + Gemma 2B GGUF (Q4_K_M quantization)
📱 Cross-Platform Mobile React Native — Android + iOS from single codebase
🔥 Hybrid Sync Firebase for online sync, AsyncStorage for offline caching
🗣️ Multilingual Kannada, Hindi, Tamil, Telugu, Malayalam clinical translation
🔒 Privacy-First All inference runs locally — no patient data leaves the device

Stack: React Native · Gemma · Llama.cpp · Firebase · Python · FastAPI


🎯 CareerLens — AI Career Intelligence Platform

CareerLens GitHub Live Demo Winner Stack


CareerLens — AI Career Intelligence Platform, Google Gen AI Exchange National Winner

Problem: Job seekers apply blindly — no feedback on why they're rejected by ATS systems or how to close their skill gaps fast.

CareerLens is an event-driven AI career platform that automates resume parsing, identifies ATS failures, and generates personalized upskilling roadmaps aligned to live job market demand. Selected as the National Winner of the Google Gen AI Exchange Hackathon.

Feature Implementation
🎯 ATS Optimization Gemini 1.5 Pro resume analysis with structured scoring
⚙️ Event Architecture 32 microservices with background Cloud Function queues
🗺️ Interactive Roadmaps React Flow graph with course nodes (Coursera + NPTEL)
📊 Market Intelligence Real-time job API aggregation for skill gap scoring

Stack: Next.js 15 · TypeScript · Gemini 1.5 Pro · Cloud Functions · Firebase · React Flow


🌾 AgriSence — AI Smart Farming Platform

AgriSence GitHub Live Demo Winner Stack


AgriSence — AI Smart Farming Platform, Inferentia 2.0 State Winner

Problem: Indian farmers lose 20–40% of crops annually to preventable diseases and poor advisory access. Agronomic advice is expensive, English-only, and internet-dependent.

AgriSence is an AI precision farming platform that detects crop diseases via computer vision, delivers voice-assisted agronomic guidance in 7 regional Indian languages, and merges satellite NDVI data with weather models for predictive crop management.

Feature Implementation
🌿 Crop Disease Vision CNN classification — trained on PlantVillage dataset
🗣️ Multilingual Voice Bot Gemini 2.0 Flash + Google TTS in 7 Indian languages
🛰️ Satellite NDVI Sentinel-2 data processing for crop growth analytics
☁️ Auto-Scale GCP Cloud Run serverless — scales to zero between farm queries

Stack: Next.js 16 · Gemini 2.0 Flash · Firebase · Genkit · GCP · Python


🎬 OmniSence — Multimodal Creative AI Engine

OmniSence GitHub Live Demo Finalist Stack


OmniSence — Multimodal Creative AI Story Engine

OmniSence is a multimodal creative AI pipeline that transforms text prompts into narrated video stories. It chains LLMs → Imagen 4 → Cloud TTS → video stitching in a low-latency streaming architecture on Google Cloud Run.

  • 🎥 Streaming Scene Generation: Async token-level interception pipelines rendered scenes in parallel
  • 🖼️ Imagen 4 Integration: Text-to-image generation for each story beat
  • Containerized: FastAPI + Docker on Cloud Run — cold start < 1.2s
  • Stack: FastAPI · React · Gemini 2.0 · Cloud Run · Imagen 4 · Docker

🏥 HealthMesh v2.0 — Clinical AI Platform

Live Demo Imagine Cup Stack


HealthMesh v2.0 — FHIR R4-compliant Clinical AI Platform

HealthMesh is a FHIR R4-compliant, HIPAA-ready clinical orchestration platform that coordinates 6 specialized AI agents for patient triage, medication safety checking, and prescription supply-chain routing.

  • 🏥 6 Specialized Agents: Triage · Medication Safety · Interaction Checker · Pharmacy Router · Audit Logger · Patient Notifier
  • 💊 EHR Bridge API: Maps FHIR resources to local pharmacy fulfillment networks
  • 🔐 HIPAA Design: Secure Firestore rules, Azure Active Directory auth, audit trails
  • Stack: Azure OpenAI · FHIR R4 · FastAPI · Firebase · Python

🤖 TaskForze — Multi-Agent Productivity System

Live Demo Google APAC Stack


TaskForze — Multi-Agent Productivity & Orchestration System

TaskForze is an agentic productivity platform where a supervisor AI node orchestrates 5 specialized sub-agents — coordinating task planning, automated testing, code reviews, deadline escalations via WhatsApp, and voice call alerts via Vapi.ai.

  • 🤖 5-Agent Mesh: Supervisor → Planner · QA · Dev · Escalation · Analytics
  • 📱 Omnichannel Alerts: Twilio SMS + WhatsApp + Vapi.ai voice calls for deadline escalation
  • 🗄️ Semantic Search: AlloyDB + ScaNN vector index for intelligent task matching
  • Stack: Google ADK · FastAPI · Cloud Run · AlloyDB · Twilio · Vapi.ai

🛡️ CyberShield AI — SME Security Suite

Live Demo AMD Slingshot Stack


CyberShield AI — SME Security Suite with offline mesh network

CyberShield AI is a 5-layer security suite for SMEs featuring a multi-parameter vulnerability scanner, an LLM-powered threat categorization engine, and a low-level C-based offline mesh network for emergency encrypted communication.

  • 🔐 5-Layer Audit: Network configs · Cloud IAM · Endpoints · Firewall rules · API exposure
  • 📡 Offline Mesh: C-based AES-256 mesh topology for air-gapped encrypted relay
  • 🧠 AI Threat Analysis: Gemini categorizes CVEs and generates prioritized remediation plans
  • Stack: Python · C · Gemini · FastAPI · Vercel

🛠️ Tech Stack & Expertise

🧠 AI / ML & Agentic Systems

Python · PyTorch · TensorFlow · Scikit-Learn · LangChain · LlamaIndex · Google ADK · Genkit · Gemini API · Vertex AI · Llama.cpp · GGUF Quantization · RAG · Multi-Agent Orchestration · Edge AI

Python PyTorch TensorFlow Scikit-Learn LangChain LlamaIndex Gemini API Google ADK Vertex AI Llama.cpp Firebase Genkit

⚡ Full-Stack Engineering

Next.js · React · React Native · TypeScript · Tailwind CSS · FastAPI · Node.js · Django · REST · WebSockets · C · RISC-V

Next.js React React Native TypeScript Tailwind CSS FastAPI Node.js Django C

☁️ Cloud, DevOps & Infrastructure

Google Cloud Platform · Microsoft Azure · AWS · Firebase · Cloud Run · Cloud Functions · Docker · Vercel · Netlify

Google Cloud Microsoft Azure AWS Firebase Docker Cloud Run Vercel

🗄️ Databases & Vector Search

PostgreSQL · Firestore · AlloyDB · ScaNN Vector Search · Redis · SQL

PostgreSQL Firestore AlloyDB ScaNN Redis


📊 GitHub Statistics

Balaraj R GitHub Stats Top Languages
GitHub Streak
Contribution Activity Graph

🤝 Open Source

Building in public and contributing back to the ecosystem.

Project Contribution Status
🔥 Firebase Genkit Agentic workflow examples for multi-step pipelines 🔵 Planned
🦜 LangChain LlamaIndex + Gemini RAG integration documentation 🔵 Planned
🦙 llama-cpp-python Improved Android build guide for mobile inference 🔵 Planned
🌾 AgriSence Open-sourcing crop disease model weights on HuggingFace 🟡 In Progress
🤗 HuggingFace Hub Uploading fine-tuned multilingual medical NLP models 🟡 In Progress

💡 Open to collaboration: If you're building in Healthcare AI, Edge AI, or AgriTech — let's talk. Reach me at balarajr483@gmail.com or balaraj.vercel.app


🎓 Top Certifications

🏅 Certification 🏛️ Issuer 📅
🏆 Gen AI Exchange Hackathon — National Winner Google Cloud × Hack2skill 2025
🎓 Gemini Certified Educator Google for Education Jun 2025
🤖 5-Day Gen AI Intensive — Agents Track Kaggle × Google Dec 2025
☁️ Gen AI Academy 2.0 — AI/ML · Cloud · DevOps · Security Google Cloud × Hack2skill 2025–2026
🔴 Oracle Cloud Infrastructure — Gen AI Professional Oracle 2025
🔶 AWS Cloud Practitioner Essentials Amazon Web Services Nov 2025
🏛️ Meta PyTorch Hackathon — Round 1 Meta × OpenEnv × Scaler Apr 2026
💻 Frontend Developer (React) HackerRank Oct 2025
🥇 Inferentia 2.0 — 1st Place PES University · AURA Sep 2025
🔵 Agentic AI Day Google Cloud × Hack2skill 2025

📜 Full list of 35+ certificates → balaraj.vercel.app


📫 Let's Build Something Together


footer

"Build AI systems that support humans in critical decision-making — safely, transparently, and responsibly."

— Balaraj R  |  balaraj.vercel.app  |  Open to Collaborations 🤝

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