Asritha Madadi
Master of Science in Data Science
Regis University
Expected Graduation: Spring 2026
denver,co
Master of Science in Data Science
Regis University
Expected Graduation: Spring 2026
denver,co
Data Scientist with a strong foundation in machine learning, computer vision, and NLP, currently pursuing a Master's in Data Science at Regis University . I have hands-on experience building end-to-end data pipelines, training ML models, and developing real-world applications from traffic violation detection systems to smart video navigation tools. Proficient in Python, PyTorch, TensorFlow, and Scikit-learn, with a passion for turning complex data into actionable insights. Always eager to tackle challenging problems at the intersection of AI and real-world impact.
Programming Languages
Python, SQL, R, C++, PHP, HTML
Tools & Frameworks
Git, Jupyter notebook, open cv, YOLOv3, Pandas, Numpy, Streamlit
Machine Learning
TensorFlow, PyTorch, Scikit-learn, NLP, Deep Learning, Computer Vision, Image Processing, Classification & Clustering Algorithms, Keras
Web Development
Flask, HTML5, Streamlit, Node.js
Databases
MongoDB, MySQL
Built a Smart Video Navigation System using Python and Streamlit that automatically transcribes any video using OpenAI Whisper, enables meaning-based semantic search through the transcript using SentenceTransformer embeddings, and auto-generates adaptive multiple choice quizzes using TF-IDF , all without requiring any pre-existing captions. The system features 7 modules including auto chapter detection, engagement analytics, speech density visualisation, and timestamp-based navigation, processing both uploaded video files and YouTube URLs in real time.
Feel free to reach out for collaboration opportunities, questions about my projects, or just to connect!
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.