Hello!

I'm Nayana CK



A Data Scientist

Kaggle My works

Name: Nayana CK

Job Role: Data Scientist

Experience: 1 Year 5 month

Address: Kozhikode, India

Skills

Machine Learning 90%
Natural Language Processing 85%
Deep Learning 90%
Statistical Analysis 85%
Data Visualization 90%
PowerBi 85%
SQL 90%
PYTHON 85%

About

About Me

I’m a Data Scientist Cum trainer at GALTech Technology Pvt LTD, skilled in machine learning and analytics using Scikit-Learn, TensorFlow, and Power BI. I bridge complex data and real-world applications, contributing to impactful projects and case studies.

  • Profile: Data Science & Analytics
  • Domain: IT , AI & Data Science
  • Education: BSc Physics
  • Language: English, Malayalam
  • BI Tools: Microsoft, Power BI & Tableau
  • Other Skills: Excel, MLOPs, Jupyter Notebook, Visual Studio Code & GitHub
  • Interest: Traveling, Reading, Teaching

LinkedIn

Resume

Resume

As a Data Scientist Cum Trainer at GALTech School Technology Pvt LTD, I harness machine learning and analytics expertise with tools like Scikit-Learn, TensorFlow, and Power BI to deliver actionable insights. My role involves translating complex data into practical solutions that foster business growth and innovation.

Experience


Jan 2025-Presant

Python Data Science Developer Cum Trainer

GALTech School of Technology Pvt. LTD

GALTech School of Technology is to provide top-quality technical education and training to students seeking a competitive edge in the job market.

  • Built a Flask app to classify Amazon reviews as positive or negative using Logistic Regression.
  • Developed an AI app with LangChain, Streamlit, and Hugging Face to generate themed restaurant concepts.
  • Created an email automation agent with n8n and DeepSeek for personalized bulk messaging via dynamic recipient selection.
  • Delivered hands-on training and developed courses in machine learning, deep learning, data visualization, and statistical analysis using Python, scikit-learn, and TensorFlow.

Jan 2024-Dec 2024

Data Science Developer Cum Trainer

Codeme Hub International Pvt Ltd

Codeme Hub International Pvt Ltd, a privately owned IT support and services business.

  • Designed and deployed a chatbot using BERT for Codeme Hub Techlearning to provide instant course information and enhance user interactions, achieving 98% accuracy at training and 92% accuracy at validation.
  • Leveraged PostgreSQL data to identify leads requiring attention, achieving 96% accuracy and enhancing lead conversion rates through strategic follow-up initiatives.
  • Conducted hands-on training and created data science courses on machine learning, data visualization, and statistical analysis using Python, scikit-learn, TensorFlow, pandas, NumPy, and Power BI.

Aug 2023-Dec 2023

Data Scientist Intern

Tech Vitez Software Pvt Ltd

Tech Vitez Software Pvt Ltd, a privately owned IT support and services business.

  • Designed frameworks for rapid data visualization and web scraping, boosting data analysis efficiency by 50%.
  • Built CNN models on a large-scale image dataset,achieving an 89% accuracy rate in image classification.
  • Utilized Power BI for real-time dashboards, enhancing decision-making with advanced data visualization tools.
  • Created over 20 machine learning models to solve various business challenges and improve decision-making.
  • Executed RFM analysis on transactions, creating a point-based system for recency, frequency, and monetary value.



Education


2022-2023

Data Science

Codeme Hub International Pvt Ltd ,Hilite Business Park

Calicut ,Kerala

2019-2022

Bsc Physics

Dayapuram Arts And Science College For Women-University Of Calicut

Grade: First class distinction.

2017-2019

Plus Two

GHSS Mavoor,Calicut,Kerala

Grade: First class.

2017

SSLC

GHSS Mavoor,Calicut,Kerala

Grade: First class.

Download CV

Projects

Projects

Below are the sample Data Science projects on DL,NLP,Power BI & ML.

Optimizing Drug Discovery: Machine Learning Techniques for Predictive Analysis

Developed a healthcare solution using machine learning to predict drug responses and optimize treatments based on patient data.

Predicting Employee Attrition : A Comprehensive Model for Workforce Analysis

Built a machine learning model to predict employee attrition using key workforce data, deployed via a Django web app.

Heart Health Unveiled: Predictive Analytics for Early Detection

Analyzed heart disease dataset with 14 attributes, trained machine learning models, and developed a predictive system for heart disease diagnosis.


Sports Image Classifier with Deep Learning

Built an image classifier to identify 100 sports using models like VGG-16, Xception, and ResNet50, with dataset preparation and visualization.

Amazon Product Review Sentiment Analysis

Developed a Flask web app to classify Amazon reviews as positive or negative using a trained Logistic Regression model.


Power BI Sales dashboard Project

Designed a Power BI dashboard to analyze sales and regional data, including product and customer details.

Decade of Delicious Data: Analyzing Amazon Food Reviews

Analyzed over 568,000 Amazon food reviews to extract insights on user behavior and product trends.

Personalized Course Recommendation Engine

Developed a Django app with a machine learning engine to recommend personalized Udemy courses.

More projects on Github

Crafting Narratives Through The Language Of Data...


GitHub

Contact

Contact Me

Below are the details to reach out to me!

Address

Kozhikode, India

Contact Number

+ 730 663 2553

Email Address

cknayana86@gmail.com

Download Resume

resumelink




  • Find me on