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💡 Siva Swetha G

🚀 Bridging the Gap: From Construction to AI & Data Science | Passionate About Building AI-Powered Solutions

Welcome to my GitHub!

I am a Data Science & AI enthusiast with a strong foundation in analytical thinking, stats & ML, AI and problem-solving. My transition from the construction industry to AI & Data Science was driven by my passion for data-driven decision-making and building AI-powered applications.

I specialize in Machine Learning, Deep Learning, NLP, and Generative AI, and I love developing real-world AI solutions that make an impact.


🔥 What I Do

  • 🧠 Machine Learning & Deep Learning – Building intelligent models & optimizing performance
  • 🔍 Natural Language Processing (NLP) – Text processing, Transformer-based models
  • 🎯 Recommendation Systems – Personalized AI-driven recommendations
  • 🤖 Generative AI – Transformers, RAG (Retrieval-Augmented Generation)
  • 🛠 End-to-End AI Applications – AI-powered app development & deployment

🔧 Tech Stack & Skills

📊 Data Science & Machine Learning

Programming: Python
ML Frameworks: Scikit-learn XGBoost
Feature Engineering: Data Cleaning, Transformation, Encoding
Model Evaluation: Accuracy, Precision, Recall, ROC-AUC

🤖 Deep Learning & AI

Neural Networks: ANN, CNN, RNN, LSTM, BiLSTM
DL Frameworks: TensorFlow Keras
Transformer Models: BERT, GPT, RAG for NLP tasks

🔎 NLP & Generative AI

NLP Libraries: NLTK spaCy
Text Processing: Tokenization, POS tagging, Named Entity Recognition (NER)
LLMs & Generative AI: Hugging Face GPT, Google Gemini, LangChain

🔗 Databases & Big Data

SQL Databases: MySQL PostgreSQL
NoSQL: MongoDB
Data Visualization: Matplotlib Seaborn

⚙️ MLOps & Deployment

Model Deployment: StreamlitVersion Control: Git GitHub

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