vino thitha

About

Aspiring AI/ML Engineer with hands-on training in Python, SQL, machine learning, data science, and Flask application development. Experience includes quality control analysis along with practical projects in prediction, clustering, and web-based ML applications.

Experience

• Quality Control Analyst
  Omega Healthcare
  Feb 2017 – Jan 2022

Education

• B.E. Information Technology
  Kings College of Engineering
  Information Technology · 2016

Skills

• SQL
• Data Preprocessing
• HTML
• Python
• Machine Learning
• Data Science
• Clustering
• Classification
• Feature Engineering
• Matplotlib
• Model Evaluation
• NumPy
• Pandas
• Flask
• PySpark
• Random Forest
• ETL
• XGBoost
• Regression
• Hyperparameter Tuning
• Lightgbm
• Adaboost
• Principal Component Analysis
• Cross Validation
• Encoding

Projects

• Mall Customer Segmentation
  Python, Clustering

  Applied clustering techniques to segment customers based on purchasing characteristics.

• Social Network Ads Prediction
  Python, Scikit-learn

  Built a classification solution to predict customer responses using social network advertising data.

• Chronic Kidney Disease Prediction
  Python, Scikit-learn

  Preprocessed healthcare data and applied machine learning techniques for disease prediction and model evaluation.

• Loan Application Prediction Web Application
  Python, Machine Learning, Flask

  Developed a Flask-based web application that accepts loan applicant inputs and returns a machine learning prediction result.

Courses & certifications

• PySpark
• Machine Learning & Data Science
• SQL
• Python