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Salonii2/README.md

Hey 👋, I'm Saloni Sharma

M.Sc. Data Science @ TU Dortmund · Machine Learning · AI · LLMs · Rag

✦ About Me

I'm a Data Science Master's student at TU Dortmund University with a background in Computer Science and a curiosity for building intelligent, data-driven systems.

I work across Machine Learning, Generative AI, LLM applications, RAG systems and Data Analytics means turning ideas into practical projects rather than leaving them as ideas.

Data → Models → Intelligence → Real-world Applications

🧠 What I'm Working With

Data Science & Machine Learning Python · Pandas · NumPy · Scikit-learn · Matplotlib · Plotly · SQL

AI & Generative AI Machine Learning · Deep Learning · LLMs · RAG · Computer Vision · AI Applications

Analytics & Visualization Power BI · Tableau · Data Visualization · Exploratory Data Analysis

Development & Tools Git · GitHub · Docker · Streamlit · Flask · Jupyter · VS Code

🚀 What I Build

  • 🤖 LLM & RAG Applications — intelligent applications powered by retrieval and language models
  • 📊 Data Analytics & Visualization — turning complex datasets into useful insights
  • 🧠 Machine Learning Systems — predictive models for real-world problems
  • 👁️ Computer Vision & AI — building applications that connect AI with real-world use cases
  • ⚡ Hackathon Projects — transforming ideas into working prototypes under pressure

✨ Featured Work

Project What I Built
👁️ Nayan AI-powered navigation assistant for visually impaired users
🚗 Predictive Maintenance ML-based vehicle failure prediction & maintenance analytics
☀️ SolarX AI-based CME detection using Aditya-L1 satellite data
💱 FINTRA Peer-to-peer currency exchange platform
📊 Wind Farm Analytics SCADA-based operational analytics & Power BI dashboards
🚪 Gate Survey App ML-powered industrial gate recommendation with AR/VR

🏆 A Few Things I've Done

  • 🥈 Runner-up: A1 Launchpad Hackathon
  • 🏅 Quarterfinalist: HPCL Power Lab Hackathon
  • 🚗 Volkswagen i.mobilothon 4.0: Predictive Maintenance
  • 🎓 Academic Excellence Award: Bachelor's 2021-25

🌱 Currently

🎓 Pursuing M.Sc. Data Science at TU Dortmund University

🧠 Exploring LLMs, RAG, Generative AI & Machine Learning

📊 Building with Python, SQL, Power BI & Data Visualization

🔬 Interested in Applied AI, Data Science & ML Engineering

🛠️ Languages & Tools

Languages

Python · SQL · JavaScript

Data Science & Machine Learning

Pandas · NumPy · Scikit-learn · PyTorch · Machine Learning · Deep Learning · Computer Vision

Generative AI

LLMs · RAG · Prompt Engineering · AI Applications · Vector Search

Analytics & Visualization

Power BI · Tableau · Matplotlib · Plotly · Exploratory Data Analysis

Development & Tools

Git · GitHub · Docker · Streamlit · Flask · Jupyter · VS Code

🤝 Let's Connect

     

☕ Data, ideas & a little too much curiosity.

Building · Learning · Experimenting · Repeating

Popular repositories Loading

  1. Car-Predictive-Maintenance Car-Predictive-Maintenance Public

    Car Predictive Maintenance uses machine learning to analyze vehicle data and predict potential failures, enabling timely repairs, reducing breakdowns, and extending vehicle lifespan.

    TypeScript 1

  2. ISRO-Identify-Halo-CME-events-from-Aditya-L1 ISRO-Identify-Halo-CME-events-from-Aditya-L1 Public

    Developed an ML-based model to detect and classify solar events, specifically Halo Coronal Mass Ejections (CMEs), using particle data from the SWIS-ASPEX payload onboard Aditya-L1.

    TypeScript 1

  3. ATM-program-in-C ATM-program-in-C Public

    This is the basic ATM program in C language

    C

  4. QUIZ-IN-CPP QUIZ-IN-CPP Public

    C++

  5. UNSPLASH-CLONE UNSPLASH-CLONE Public

    JavaScript

  6. Gate-Survey-App Gate-Survey-App Public

    The Gate Survey App is a mobile application designed to streamline the process of site surveys for gates, specifically sliding and swing gates. The app allows field engineers or technicians to effi…

    CMake