Ritika

About

Data Science undergraduate with hands-on experience in machine learning, deep learning, computer vision, NLP, and AI application development. Built multiple projects involving model training, explainability, and API integration, with practical experience in Python, TensorFlow/Keras, scikit-learn, and FastAPI.

Experience

• Industrial Training Intern
  Softanic Solution Pvt. Ltd.
  Jun 2023 – Jul 2023
• Web Development Trainee
  Passion Software Solutions
  2023 – 2023

Education

• B.E. in Data Science
  Usha Mittal Institute of Technology, Mumbai
  Data Science · 2027
• Diploma in Computer Science Engineering
  Godavari College, Jalgaon
  Computer Science Engineering · 2023
• Class 10 (SSC)
  Maharashtra State Board

Skills

• SQL
• C
• Computer Vision
• Deep Learning
• FastAPI
• Python
• Machine Learning
• Java
• NumPy
• Pandas
• scikit-learn
• OpenCV
• TensorFlow
• Keras
• API Integration Understanding
• Natural Language Processing
• Advanced DBMS
• Generative AI (ChatGPT, Copilot, Gemini)

Projects

• Customer Churn Prediction
  Python, Pandas, NumPy, Scikit-learn, Machine Learning

  Machine learning solution for predicting customer churn using preprocessing, EDA, feature preparation, training, and model comparison.

• PreBite
  FastAPI, PostgreSQL, REST APIs, AI/ML

  AI-powered food intelligence application for product, ingredient, and nutrition analysis, including barcode scanning, comparisons, and favorites.

• EyeGuard AI
  Python, TensorFlow/Keras, EfficientNetB0, Computer Vision, Grad-CAM, FastAPI

  Explainable eye disease detection and AI assistant for retinal image classification, interpretability, and eye-health guidance.

Courses & certifications

• Technical DIPEX Certification
• Web Development · Passion Software Solutions
• Industrial Training · Softanic Solution Pvt. Ltd.

🏆 Achievements & awards

• Smart India Hackathon (SIH)

  Selected for the national-level innovation and problem-solving competition.

• Eureka! National Internship Challenge

  Selected for the national-level internship challenge.

• DIPEX Technical Competition

  Selected participant for state-level technical project presentation.

• Leadership

  Organized 5+ college-wide events and coordinated logistics for 200+ attendees.