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  • Garden City University
  • Bengaluru, Karnataka, India
  • LinkedIn in/guptavinayc

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iamrealvinnu/README.md

AI Engineer • LLMs • GenAI • Multi-Agent Systems

Passionate about AI, LLMs, Neural Networks & Agentic Systems.
Turning complex ideas into working systems. Building the future — one model at a time.


🏅 Badges & Highlights


👋 About Me

I'm Vinay Gupta, an AI engineer focused on building LLM-powered apps, multi-agent systems, NLP pipelines, ML apps, and end-to-end AI products.

🔹 Member of GDI Nexus
🔹 MSc IT (AI/ML) — Garden City University
🔹 38+ public & private repositories
🔹 65+ stars, 4 followers
🔹 Working across AI, ML.NET, Python, JS/TS, FastAPI, React
🔹 Exploring Agents, RAG, embeddings, reasoning optimization

💡 My philosophy:
"Intelligence is everywhere now — execution is the real moat."


Tech Stack

AI / ML

PyTorchTransformersHuggingFaceML.NETscikit-learn
LSTMsRAGEmbeddingsAgents

Backend

FastAPIFlaskNode.jsExpress.js

Frontend

ReactNext.jsTypeScriptTailwind

Tools & Platforms

DockerGitHub ActionsFirebaseVercel


Top Projects

📝 autocorrect-tool

T5-based grammar & spell correction with GUI + clipboard support.

🌍 TranslatorApp

Voice and text translation, smart detection, mini mode.

🔐 NeuralPassShield

LSTM-powered strong password generator.

🩺 MediPredict

ML models (SVM, RF, NB) for disease prediction.

⚕ Mini-ML Health Predictor

Symptom-based ML disease predictor.

🧠 SentenceSimilarityExample

ML.NET sentence similarity using Model Builder.


🧩 Recent Projects (From your GitHub)

✔ GFIT (TS/JS)
✔ WMS
✔ HMSChat
✔ HMSBot
✔ ai_dietAssistant (LLM + React + Flask)
✔ grms / grms-bot
✔ my-ai-startup
✔ FAQ Classifier (HF + ML.NET)
✔ Portfolio (TS/React)
✔ SampleVector
✔ Clean (JS)
…and 38+ repositories overall.


🌐 Socials


🧠 Fun Fact

I build AI systems, not AI “demos”.
Systems that break → fix → scale → automate.


⭐ If my work inspires you, consider giving a star!

Popular repositories Loading

  1. autocorrect-tool autocorrect-tool Public

    A user-friendly text correction tool powered by AI (T5 transformer) that fixes grammar and spelling mistakes in real-time. Features an easy-to-use GUI interface with instant corrections and clipboa…

    Python 1

  2. TranslatorApp TranslatorApp Public

    A feature-rich translation tool that combines modern UI design with powerful translation capabilities. Features voice input/output, smart language detection, and a mini mode for quick translations.…

    Python 1

  3. NeuralPassShield NeuralPassShield Public

    Elevate your password security with NeuralPassShield, a cutting-edge password generator powered by LSTM neural networks. This repository empowers you to create strong, unique passwords, protecting …

    Python

  4. MediPredict MediPredict Public

    "MediPredict" is a cutting-edge disease prediction tool utilizing machine learning techniques. It handles outliers and null values efficiently, ensuring accurate predictions. With models like SVM, …

    Python

  5. Mini-ML-Health-Predictor Mini-ML-Health-Predictor Public

    ML Health Predictor: Utilizes SVM, Naive Bayes, and Random Forest classifiers to predict diseases from symptoms. Includes dataset and function for symptom-based predictions. A practical application…

    Python

  6. SentenceSimilarityExample SentenceSimilarityExample Public

    Sentence similarity analysis implementation using ML.NET and Model Builder - Based on Microsoft's official guidelines.

    C#