About me
I'm Rafkhan B, a Computer Science undergraduate at the University of Kerala (graduating 2026), passionate about building intelligent, scalable systems at the crossroads of machine learning and software engineering.
My work spans end-to-end ML pipelines — from data preprocessing and feature engineering through model training, evaluation, and deployment. I'm equally at home building full-stack web platforms as I am fine-tuning NLP classifiers in Python.
I believe in impact-driven engineering — every project I build targets a measurable outcome: reduced lookup time, higher precision, better user engagement.
Key Projects
AI-powered storytelling system using NLP pipelines to analyse reader predictions after each chapter. Features a classification-based scoring model and Google Text-to-Speech API for sentiment-aware audio narration.
End-to-end ML pipeline predicting diseases from user symptoms with automated medicine recommendations. Credibility scoring improves transparency, achieving 85%+ classification accuracy.
NLP text classification model detecting fake news with TF-IDF feature engineering. Source identification module traces misinformation origin, achieving 88%+ precision across multiple datasets.
Secure full-stack platform for anonymous academic submissions with role-based access control and encrypted workflows. Served 200+ student users, eliminating paper-based complaints entirely.
Donor portal for hospitals to filter 150+ registered student donors by blood group and location. Optimised queries deliver sub-second results, reducing emergency donor search from hours to minutes.
Experience & Training
4-week intensive internship focused on supervised learning, model training, and AI application development using IBM-certified tools. Delivered project-based assessments aligned with IBM's AI curriculum.
IBM SkillsBuild CertifiedParticipated in the global hackathon and completed the full project with documentation to receive the Galactic Problem Solver recognition.
Certified in Artificial Intelligence Fundamentals covering core ML concepts and applied AI development.
Active contributor with projects spanning ML systems and full-stack web development.
Academic Profile
Neyyattinkara, Trivandrum
Trivandrum
Trivandrum
Let's
work
together.
Open to ML Engineering, Software Engineering, and AI Systems roles. Based in Trivandrum, Kerala. Let's build something impactful.