Bachelor of Engineering - BE

Bachelor of Engineering

Engineered an AI-powered healthcare chatbot using a hybrid architecture combining rule-based systems, Machine Learning, and semantic AI techniques. Built NLP pipelines using TF-IDF, Logistic Regression, Naive Bayes, and Support Vector Machines (SVM) for intent classification and response generation. Integrated Sentence Transformers, embeddings, cosine similarity, and fuzzy matching techniques to improve semantic understanding and user query recognition. Designed a confidence-based decision mechanism to intelligently route responses between semantic AI, machine learning, and fallback systems. Integrated Django backend services and database-driven doctor availability features to provide real-time healthcare assistance.

Machine Learning Engineer

● Web Scraping & Automation Experience
● Completed 30+ web scraping projects using Playwright, Requests, and BeautifulSoup.
● Experienced with:
● Pagination scraping
● Lazy loading / infinite scroll
● Stable selectors
● Dynamic content extraction
● JSON output and automation pipelines

Python Developer Intern

ML Engineer Intern | Solnix Media

Developed an AI-powered healthcare chatbot using a hybrid approach combining Machine Learning, NLP, and semantic AI techniques. Implemented intent classification, semantic search, and confidence-based response systems while integrating Django backend services to provide intelligent healthcare assistance and real-time doctor availability information.

I successfully completed a project as part of the Internshala Python Training, where I developed a Fantasy Cricket application using Python, Qt Designer, and SQLite. The project focused on building a user-friendly graphical interface for team creation and score evaluation. I designed the UI using Qt Designer and implemented the backend logic to manage player data, validate team combinations based on cricket rules, and evaluate match performance. The application integrated SQL for efficient data storage and retrieval, enhancing my skills in database operations. Through this project, I gained practical experience in Python programming, GUI development, and end-to-end application design.

Intern

I'm Joel Zerubabel, a final-year Computer Science student passionate about AI/ML, Agentic AI, and Python Development.

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Know about Joel Zerubabel's work experience, education, bootcamps, certifications, and much more. Joel Zerubabel