AI Automation Engineer

Building RAG pipelines, LLM agents, and fine-tuned SLMs — shipped with CI/CD, cloud deployment, and quantitative evals. Background in Python, data science, and Web3.

Rushank Savant

Projects

SyncRAG — LangChain Docs Intelligence System
End-to-end RAG pipeline with MCP server, LangGraph agent, and RAGAS evaluation over LangChain's live documentation. Faithfulness 0.79 · Context Recall 0.77.
Python LangGraph FastAPI FastMCP Qdrant Docker RAGAS LangSmith
Live Demo GitHub
Parametrix — Lightweight Financial PII Detection
Fine-tuned Llama 3.2 3B for financial entity extraction across 29 types. 95.6% entity recall · 0.2% hallucination rate · 50% faster training via Unsloth.
Python QLoRA Unsloth PyTorch DDP HuggingFace
HuggingFace GitHub
VastuLens — AI Floor Plan Vastu Auditor
Gemini Vision detects fixtures on 2D floor plans; users drag-correct markers on a canvas; deterministic engine scores 8 fixture types across 9 directional zones.
Python FastAPI Gemini API Fabric.js Pydantic
Live Demo GitHub
Earlier Web3 work — DappNet V1.0 · NFT Marketplace V1.0 · Go-Getter ETH · Bridging Chains

About

AI engineer with hands-on experience building RAG pipelines, LLM agents, and fine-tuned SLMs — shipped with CI/CD, cloud deployment, and quantitative evals. Background in Python, data science, and Web3.

Before returning to engineering, I spent three and a half years managing SRS Consultancy — a real estate consultancy and investment firm — overseeing investment portfolios, legal operations, and high-value projects across Gujarat and Mumbai. That work sharpened the kind of judgment that doesn't come from code alone.

Skills

Languages: Python, JavaScript
AI & ML: LangChain, LangGraph, LangSmith, LangFuse, RAG, RAGAS, QLoRA fine-tuning, BGE-M3, Unsloth, Ollama, MCP
Backend, DevOps & Data: FastAPI, FastMCP, REST APIs, Docker, GitHub Actions, HuggingFace, Qdrant (cloud + local), vector databases (hybrid dense+sparse)

Experience

Managing Partner
SRS Consultancy · Vadodara
Jan 2023 – Aug 2026
Web3.0 Developer
InstaDapp · Remote
Jun 2022 – Aug 2022
Blockchain Developer
Nu10 · Remote
Feb 2022 – May 2022
Data Science Intern
Great Learning · Remote
Nov 2021 – Feb 2022
Python Developer Intern
Zebu Animation Studios · Remote
Aug 2021 – Oct 2021

Education

B.Tech, Electronics and Communication Engineering 2018 – 2022 VIT Vellore · CGPA 8.01 · Technical Head, IET VIT