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JayanGupta/README.md

Jayan Gupta

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Overview

Data Scientist and AI Engineer focused on developing scalable machine learning systems, LLM-powered applications, and intelligent analytics pipelines, with work spanning education technology, financial analytics, and defense research.


Technical Stack

Languages & Core


Data Science & Analytics


Machine Learning & Deep Learning


Generative AI & LLM Ecosystem


MLOps & Deployment


Featured Projects

Learning Platform & AI Roadmap Generator

A centralized learning platform serving as an interactive presentation repository, AI-powered career roadmap generator, and autonomous presentation generation engine — built entirely on flat-file storage with no external database.

Highlights

  • 4-Agent LangGraph pipeline (Researcher → Educator → Coder → Designer) that autonomously drafts, codes, and styles interactive HTML presentations from a single topic prompt
  • AI-driven career roadmap wizard using LLM structured outputs to generate 5+ phase learning paths with tools, projects, and resources
  • Client-side PDF export of the roadmap via html2canvas + jsPDF

Tech Stack

Next.js 15ReactLangChainLangGraphGemini APIHTML5/CSS3

Links


Universal Code Visualizer & AI Learning Engine

Transforms source code into interactive visual explanations and AI-generated learning experiences.

Highlights

  • Semantic code understanding using Google Gemini
  • FastAPI + React production architecture
  • Dynamic execution-flow visualization
  • AI-generated masterclass explanations

Tech Stack

FastAPIReactGemini APIPythonLLMs

Links


Local-First AI Data Analyst & Interactive Visualization Engine

A self-contained, open-source AI analytics pipeline that lets users upload raw datasets and instantly receive data profiling, dynamic visualizations, automated data cleaning, and natural-language insights directly on their local machine.

Highlights

  • Welcoming contributions and built for open-source scale
  • Guided data-cleaning studio with fully undoable column operations
  • Automatic data-quality scoring, semantic type inference, and PII detection
  • Local rule-based analytical engine with an optional LLM interface for deeper Q&A

Tech Stack

FastAPIReactNext.jspandasTailwind CSSSQLite

Links


🏆 Achievements

Achievement Details
🥇 Hackathon Winner Won 15+ national & international hackathons
🎓 Google Certified Earned multiple professional certifications in AI & Data Science
👨🏫 Mentor & Educator Guided 12,000+ learners in AI, ML & Data Science
🛡️ DRDO Contributor Worked on ML systems for CBRN threat detection

📊 GitHub Stats


📫 Connect With Me


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  1. Text_to_Visual Text_to_Visual Public

    A data exploration system that translates natural language queries into interactive visualizations over CSV datasets.

    Python

  2. Antimoney_Laundering Antimoney_Laundering Public

    Machine learning-based fraud detection using XGBoost on the SAML-D dataset with EDA, preprocessing, and model evaluation to identify suspicious transactions.

    Jupyter Notebook 1

  3. Personal-Finance-Manager Personal-Finance-Manager Public

    Interactive R Shiny dashboard designed for dynamic data exploration with filters, visualizations, and summary statistics.

    HTML

  4. Brain-Tumor-Detection Brain-Tumor-Detection Public

    Deep learning-based Brain MRI classification system using CNNs to detect tumors, featuring multiple architectures, image augmentation, and visualization for accurate and efficient diagnostic support.

    Jupyter Notebook