Anvitha Reddy Dornala

About

Artificial Intelligence & Data Science undergraduate with hands-on experience in machine learning, computer vision, and data analysis. Interested in AI product growth, research, and building applied ML solutions.

Experience

• AI Product & Growth Associate
  DRDOT Solutions
  2026 – Present
• Research Intern
  National Institute of Technology Tiruchirappalli
  May 2026 – Jun 2026
• Artificial Intelligence Intern
  SyntecxHub
  Jan 2026 – 2026

Education

• Bachelor of Engineering in Artificial Intelligence & Data Science
  Stanley College of Engineering & Technology for Women
  Artificial Intelligence & Data Science · 2024 – 2028

Skills

• SQL <3 months
• C <3 months
• Python <3 months
• Java <3 months
• Matplotlib <3 months
• NumPy <3 months
• Pandas <3 months
• scikit-learn <3 months
• OpenCV <3 months
• Transformers <3 months
• XGBoost <3 months
• Mediapipe <3 months

Tools / apps / platforms

• Git <3 months
• GitHub <3 months
• Hugging Face <3 months
• Jupyter Notebook <3 months
• Microsoft Excel <3 months
• Microsoft Power BI <3 months
• VS Code <3 months

Projects

• Predictive Analytics for Academic Performance
  Python, Machine Learning

  Built regression models to predict academic performance using behavioral datasets. Applied feature engineering and hyperparameter tuning to improve prediction accuracy. Compared multiple regression algorithms using statistical evaluation metrics.

• Real-Time Attention Monitoring System
  Python, OpenCV, MediaPipe

  Developed a real-time attention monitoring system using facial landmark detection and gaze estimation. Generated quantitative attention metrics through real-time video inference. Optimized the computer vision pipeline for efficient real-time performance.

• Transformer-Based Multilingual Sentiment Analysis
  Python, Transformers, Hugging Face

  Fine-tuned transformer models for multilingual sentiment classification. Implemented embedding-based semantic clustering across multiple languages. Evaluated models using Accuracy, Precision, Recall, F1-score, and Cross Validation.

Courses & certifications

• Data Analytics Essentials
• TATA GenAI Powered Data Analytics Simulation
• Deloitte Data Analytics Job Simulation
• Oracle AI Vector Search Certified Professional