Samiksha smiiksha

🧠 About Me

class Samiksha:
    def __init__(self):
        self.university  = "Mody University of Science & Technology"
        self.degree      = "B.Tech CSE - AI & Deep Learning"
        self.location    = "India"
        self.roles       = ["Secretary @ IEEE Women in Engineering"]
        self.learning    = ["Machine Learning", "NLP", "DSA"]
        self.passion     = "Turning data into decisions 🔍"

    def say_hi(self):
        print("Thanks for dropping by! Let's build something amazing together 🚀")

me = Samiksha()
me.say_hi()

💼 Experience

🏢 AI/ML Intern — DecodeLabs

Built multiple AI/ML projects end-to-end during the internship:

🤖 AI Chatbot — Conversational chatbot built in Python (v1 & v2)
🌸 Iris Classifier — ML model to classify iris species using Scikit-Learn
🎯 Tech Stack Recommender — Content-based recommendation engine using TF-IDF Vectorization & Cosine Similarity (pure Python, no ML libraries)
📊 Model Comparison — Benchmarked multiple ML models on classification tasks

🛠️ Tech Stack

Languages

ML & Data Science

Tools & Platforms

🚀 Featured Projects

🎯 Sentiment Analysis & Return Prediction

NLP-powered system analyzing user sentiment from reviews to predict product returns. Built with Python, NLTK & Scikit-Learn.

🏠 House Price Prediction Model

ML regression model to predict real estate prices using feature engineering, EDA, and ensemble techniques.

📐 Mathematical Structure Visualizer

Java + Swing + SQLite desktop app to draw, calculate, and save mathematical shapes like circles, squares, rectangles & cones.

🔮 Coming Soon...

More NLP & Machine Learning projects in the pipeline. Stay tuned! 🚧

📊 GitHub Analytics

🌟 What I'm Up To

🔭  Currently exploring  →  Machine Learning & NLP pipelines
🌱  Currently learning   →  Deep Learning, DSA, Advanced Python, RAG pipelines
👩‍💼  Role               →  Secretary, IEEE Women in Engineering @MODY UNIVERSITY OF SCIENCE AND TECHNOLOGY
💡  Ask me about        →  Python, ML, Data Analysis, NLP
📬  Reach me at         →  samiksha.rana.019@gmail.com

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