Hi, I'm Vanshika Gurbani! AI & Software Engineer, MS from Rutgers. Currently building physics-informed ML systems and digital twins for manufacturing.

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Open to Opportunities
AI/MLData ScienceFull-Stack

Technical Stack

Languages

PythonTypeScriptJavaScriptRSQLBash

AI & LLM Systems

PyTorchHuggingFace TransformersBioBERTLangGraphLangChainRAG PipelinesAgentic AIVector Search (ChromaDB)Semantic RetrievalEmbeddingsPrompt EngineeringLLM EvaluationSentenceTransformers

Backend & Frontend

FastAPIReactNext.jsTailwind CSSStreamlitPostgreSQLNeonMongoDBMySQL

ML & Data

Statistical ModelingGradient BoostingRandom ForestsPuLPscikit-learnTensorFlowPandasETL & Data Pipelines

Visualization

PlotlyTableauPower BIExcel Dashboards

Cloud & DevOps

DockerGitGitHub ActionsCI/CDRenderVercelAWSGCP

Projects

Selected Work

01

SourceMD

AI-powered medical fact-checker that scores every claim in an AI answer against real clinical guidelines.

LangGraphLLaMA 3.3 70B (Groq)ChromaDBFastEmbed (ONNX)TavilyFastAPINeon PostgreSQLReactTypeScriptTailwind CSS
02

AI DevOps Agent

Autonomous DevOps agent that monitors live Vercel deployments, detects failures, and opens GitHub PRs with fixes. Built at Zero to Agent, a Cerebral Valley, Vercel, and Google DeepMind hackathon.

Next.jsVercel AI SDKGemini 3 FlashSupabaseGitHub APISlack
03

BioNER: Multi-task Biomedical NER

NLP system that reads biomedical text and extracts genes, diseases, and chemicals with near-perfect accuracy.

PyTorchBioBERTHuggingFaceMulti-task Learning
04

True Image Caption Generator

Hybrid vision-language model that generates human-like descriptions of images using CNN + Transformers.

CNNTransformersInceptionV3Streamlit