Roshani Vijayan

Roshani Vijayan

Data Science & AI Engineering Student

Passionate about transforming data into actionable insights and building intelligent systems that solve real-world problems

Contact Me Resume GitHub LinkedIn

About Me

I am a dedicated Data Science and AI Engineering student with a passion for leveraging machine learning and artificial intelligence to create innovative solutions. My journey in technology began with a curiosity about how data can tell compelling stories and drive decision-making processes.

Throughout my academic career, I have developed a strong foundation in statistical analysis, machine learning algorithms, and software development. I thrive on challenges that require creative problem-solving and have experience working on projects ranging from predictive modeling to full-stack web applications.

When I'm not coding or analyzing data, I enjoy exploring new technologies, participating in hackathons, and contributing to open-source projects. I believe in continuous learning and staying updated with the latest trends in AI and data science.

Education

Bachelor Degree - Data Science & AI Engineering

Indian Institute of Technology | 2023 - 2027

Relevant Coursework: Machine Learning, Deep Learning, Data Structures, Database Management, Statistical Methods, Natural Language Processing

Programming Languages

Python Java C++ JavaScript SQL

Data Science & ML

Machine Learning Deep Learning Data Analysis Pandas NumPy Scikit-learn TensorFlow PyTorch

Web Development

HTML5 CSS3 React Node.js Flask Django

Tools & Technologies

Git Docker Jupyter VS Code

Databases

MySQL MongoDB PostgreSQL

Featured Projects

Student Performance Predictor

Machine learning model that predicts student academic performance based on various features using advanced ensemble methods.

Python Scikit-learn Pandas Flask
  • 92% accuracy using Random Forest
  • Interactive web dashboard
  • Real-time predictions
GitHub Demo

Sentiment Analysis Dashboard

NLP-powered sentiment analysis tool for analyzing customer reviews and social media data.

Python NLTK TensorFlow React
  • Multi-class sentiment classification
  • Real-time analysis pipeline
  • Interactive visualizations
GitHub Demo

Image Classification System

Deep learning CNN model for multi-class image classification with transfer learning techniques.

Python PyTorch OpenCV Django
  • 95% classification accuracy
  • Transfer learning with ResNet
  • Real-time processing
GitHub Demo

Stock Market Analysis Tool

Time series forecasting application for predicting stock prices using LSTM networks.

Python TensorFlow Pandas Plotly
  • LSTM-based price prediction
  • Technical indicator analysis
  • Interactive charts
GitHub Demo

Movie Recommendation Engine

Collaborative filtering-based recommendation system for personalized movie suggestions.

Python Scikit-learn MongoDB Flask
  • Hybrid recommendation approach
  • User-based collaborative filtering
  • Personalized recommendations
GitHub Demo

Customer Segmentation Analysis

E-commerce customer clustering using K-means for targeted marketing strategies.

Python Scikit-learn Seaborn Jupyter
  • K-means clustering analysis
  • RFM segmentation
  • Actionable insights
GitHub Demo

Experience

Data Science Intern

InterGlobus
June 2024 - August 2024
  • Developed machine learning models for customer churn prediction with 88% accuracy
  • Collaborated with cross-functional teams to implement data-driven solutions
  • Automated data processing pipelines reducing manual work by 60%

Research Student

Thinking Beyond
January 2024 - May 2024
  • Assisted in deep learning research focused on computer vision applications
  • Implemented state-of-the-art neural network architectures
  • Published findings in university research symposium

Certifications & Achievements

Machine Learning Specialization

Coursera - Stanford University

2024

Deep Learning Specialization

Coursera - deeplearning.ai

2024

AWS Certified Cloud Practitioner

Amazon Web Services

2023

Smart India Hackathon

Finalist - AI/ML Track

2024

Data Science Professional

IBM - Coursera

2023

Dean's List

Academic Excellence Award

2022, 2023, 2024

Get In Touch

Let's Connect

I'm always interested in hearing about new opportunities, collaborations, or just having a chat about data science and technology!

Email

hello@roshanivijayan.com

Location

Maharashtra, India

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