Er. Milan Ghimire
Machine Learning · Data Science · Backend Engineering
Focused on building data-driven systems and deploying machine learning models through scalable backend architectures.
Currently preparing for a Master’s in Computer Science with a focus on Artificial Intelligence and Machine Learning.
Learning cloud infrastructure including AWS, Docker, and Kubernetes alongside data science as a core specialization.
Working across full-stack development and applied machine learning, with interest in research-based predictive systems such as attendance prediction under academic supervision (UGC-based projects).
Projects
Movie Recommendation System using TMDB Dataset
A content-based movie recommendation system using TF-IDF vectorization and cosine similarity on TMDB metadata.
Experience
Python Programming Instructor
Skill Spark Pvt. Ltd.
Taught Python fundamentals including data structures, logic building, and problem-solving. Focused on developing analytical thinking and programming foundations relevant to data science.
Web Developer (Part-time)
Marpa Infotech Pvt. Ltd.
Working on hosting infrastructure and CMS-based deployment systems using WHM and WHMCS. Involved in building and maintaining a web hosting service platform.
Full Stack Development Intern
Yuwasoft Technologies Pvt. Ltd.
Contributed to full-stack application development with focus on structured data handling, API integration, and backend logic. Worked with data flow between frontend and backend systems.
Case Studies
Credit Card Fraud Detection System
Machine Learning · Imbalanced Data · FastAPI
Developed a fraud detection model using highly imbalanced transaction data. Applied resampling techniques and classification models to identify fraudulent activity. Focused on precision-recall tradeoff to minimize financial risk while reducing false positives.