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amoghranavade/README.md

Amogh Ranavade

Generative AI Engineer · M.S. Computer Science @ ASU
Building AI systems that survive production

GitHub LinkedIn Portfolio Email

Location ASU IBM Alumni Open to 2027 roles Work authorization

Agentic AI · RAG · Multimodal systems · Evaluation · Cloud delivery

I build AI systems that save time, reduce cost, and hold up when real users touch them.

Currently targeting full-time new-grad roles in software engineering, AI/ML engineering, and machine learning for 2027.

Impact At A Glance

20+
production AI apps
~80%
faster document retrieval
~30%
lower inference cost
99.3%
virtual patient accuracy

What I Do

I am a Generative AI engineer and researcher pursuing an M.S. in Computer Science at Arizona State University (GPA: 3.94/4.00). I work across agentic systems, RAG, multimodal AI, backend infrastructure, and evaluation. At IBM, I shipped enterprise AI systems for real client workflows. At ASU, I now work across applied research and technical leadership in healthcare and operational AI.

My favorite problems sit at the intersection of language models, useful software, measurable outcomes, and deployment reality.

Current Build Queue

Focus What it looks like
Agentic automation Contract and research workflows with LangGraph, LangChain, and document intelligence
Health AI Passive sensing with GPS, Bluetooth, Wi-Fi, and accelerometer data
Production GenAI Observability, evaluation, cost control, APIs, containers, and Kubernetes
Multimodal systems Connecting text, behavioral signals, and real-world outcomes

Experience

When Where What I worked on
2026 - now ASU Edson College AI Integration Engineer on a $5.2M DoD-funded virtual patient project; redesigned RAG and agentic workflows to improve response accuracy from 70.5% to ~99.3%
2026 - now ASU VISA Research Lab Graduate Research Assistant building React Native/Kotlin mobile sensing apps and cloud AI pipelines for real-time health metrics
2023 - 2025 IBM AI Engineer delivering 20+ production AI applications, 4-6 week client PoCs, RAG systems, agentic workflows, and cloud-native deployments

Technical Range

Python Java SQL JavaScript C++

LangGraph LangChain CrewAI RAG MCP WatsonX PEFT / LoRA

FastAPI Flask Docker Kubernetes React Native Kotlin

AWS: EC2 / S3 / DynamoDB IBM Cloud PostgreSQL MongoDB ElasticSearch Neo4j Firebase

React Streamlit HTML CSS Bootstrap D3.js Plotly Power BI

Granite Llama Vector Embeddings Prompt Engineering Postman Swagger CloudWatch Git

Research And Innovation

  • IBM prior-art publication describing a retrieval-augmented, generation-based multimodal Q&A solution
  • Published research in IJSREM
  • Applied AI research across passive sensing, psychophysiology, clinical neuro AI, and virtual humans

Selected Projects

  • Cloud-Native Web Tier - AWS multi-tier architecture with EC2 Auto Scaling, an Application Load Balancer, S3, DynamoDB, IAM least privilege, and CloudWatch observability
  • Autonomous robot path planning and reinforcement learning using ROS, BFS, UCS, GBFS, A*, and Q-Learning
  • Graduate admission predictor comparing Linear Regression, SVR, Decision Trees, and Random Forest models

Connect

Portfolio   |   LinkedIn   |   Email   |   GitHub

Popular repositories Loading

  1. Basic-Banking-System Basic-Banking-System Public

    PHP 1

  2. Plagiarism-Checker Plagiarism-Checker Public

    Simple Plagiarism Checker Using Python

    Python 1

  3. AI-Hackathon AI-Hackathon Public

    JavaScript 1

  4. Founder-Investor-Connection-Website Founder-Investor-Connection-Website Public

    Major Project - SEM VII

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  5. amoghranavade amoghranavade Public

  6. neetcode-submissions neetcode-submissions Public

    My NeetCode.io problem submissions

    Python