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ADITYA AMBADE

Building AI systems that think, speak, and move.

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Vadodara, India
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Aditya Ambade
ABOUT

I build AI that does things.

AI/ML engineer finishing CS degree, obsessed with RAG pipelines, hybrid search, and LLM orchestration. Currently interning at NeuralVedaX.

Built KinetiAI — a multimodal AI physical therapy assistant that combines pose estimation, voice LLM dialogue, and RAG-grounded clinical responses. 2 IEEE papers submitted.

Targeting a funded Masters in AI/Robotics — Japan, New Zealand, Canada, or Germany. Research output is the north star right now.

Currently → NeuralVedaX Internship
Next → Funded Masters 2026
SELECTED WORK

Projects that matter.

Featured Project

KinetiAI

Multimodal AI Physical Therapy Assistant for ACL Rehabilitation

End-to-end system combining AR pose estimation, voice LLM dialogue, and FAISS-based RAG clinical grounding. Built for real patients, not demos.

FastAPI FAISS LLaMA 3.1 Groq Whisper Unity Android Sarvam AI TTS Azure
2× IEEE Papers Submitted — AI Fusion Conference
View on GitHub →
[ PROJECT SCREENSHOT ]
Internship — NeuralVedaX

Production Hybrid Search System

Enterprise-grade retrieval pipeline with multi-strategy fusion

BM25 + FAISS with RRF fusion, cross-encoder reranking, and a unified multi-provider LLM abstraction layer (Anthropic, OpenAI, Gemini). Deployed on Azure VM.

BM25 FAISS RRF BAAI/bge-m3 Cross-Encoder FastAPI Docker Azure
In Production
[ SYSTEM DIAGRAM ]
EXPERTISE

What I reach for.

Daily Drivers

Python FastAPI FAISS RAG Pipelines LangChain HuggingFace Docker Git LLM Orchestration ChromaDB

Currently Learning

fast.ai Karpathy Zero-to-Hero System Design GSAP Advanced Embeddings
PUBLICATIONS

Research

Peer-reviewed work at the intersection of AI and healthcare.

KinetiAI: A Multimodal AI-Assisted ACL Rehabilitation System

AI Fusion Conference 2025 Research Paper Under Review

Multimodal AI in Physical Rehabilitation: A Literature Survey

AI Fusion Conference 2025 Literature Survey Under Review

Let's build something.

Open to research internships, AI/ML roles, and collaborations.

aditya.ambade@outlook.com github.com/aadi-novice linkedin/ambadeaditya