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  • Joined May 22, 2026

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KaminiSengar22/README.md

Hi, I'm Kamini Sengar 👋

AI/ML Engineer with hands-on experience building NLP pipelines, FastAPI backends, and RAG-based GenAI systems. Currently open to AI/ML Engineer opportunities.

🛠️ Tech Stack

Languages: Python, SQL
ML & AI: Scikit-learn, TensorFlow, NLP, Sentiment Analysis, ANN
GenAI (Growing): LangChain, RAG, FAISS, Hugging Face Transformers
Backend & APIs: FastAPI, Async Processing, REST API Design
Databases: MySQL, Relational Schema, Connection Pooling
Tools: Git, GitHub, Jupyter Notebook, Google Colab, MLflow

🚀 Featured Projects

Project Description Tech
Sentiment Analysis API Production-style REST API predicting sentiment from text FastAPI · Scikit-learn · NLP
RAG Chatbot AI chatbot answering questions from your own documents LangChain · FAISS · LLaMA · Streamlit
ML Model Benchmarking Research-grade comparison of 6 ML algorithms with MLflow tracking Scikit-learn · XGBoost · MLflow
India Crime Analysis EDA and predictive modeling on India crime & missing persons data Pandas · Matplotlib · Scikit-learn

📜 Certifications

  • 🎓 Machine Learning Specialization — DeepLearning.AI & Stanford (Coursera)
  • ✅ Java, Problem Solving & SQL — HackerRank
  • 🔐 IBM Cybersecurity Workshop — Participant

📬 Connect with Me

LinkedIn GitHub 📧 sengarkannu@gmail.com

Popular repositories Loading

  1. sentiment-analysis-API sentiment-analysis-API Public

    Production-style REST API for NLP-based sentiment classification using FastAPI and Scikit-learn

    Python

  2. India-crime-analysis India-crime-analysis Public

    EDA and predictive modeling on India crime and missing persons dataset — pattern recognition and analytical insights

    Jupyter Notebook

  3. RAG-Chatbot RAG-Chatbot Public

    AI chatbot that answers questions from your own documents using RAG — LangChain, FAISS, LLaMA 3.3 and Streamlit

    Python

  4. ml-model-benchmarking ml-model-benchmarking Public

    Research-grade benchmarking of 6 ML classification algorithms on UCI Student Dropout dataset with MLflow experiment tracking

    Python

  5. KaminiSengar22 KaminiSengar22 Public