Hi, I'm Milan Dangi
A passionate Machine Learning Engineer with expertise in developing intelligent solutions that transform data into actionable insights. Specialized in end-to-end ML pipelines, deep learning architectures, and scalable AI systems.
Technical Expertise
Programming Languages
ML/AI Frameworks
Visualization & Web
DevOps & Cloud
Specializations
Featured Projects
Network Security
Python • Scikit-learn • Flask • Docker • AWS • Github Action
- Developed an end-to-end pipeline for phishing detection, from data ingestion to model training and deployment
- Implemented and fine-tuned machine learning models (Random Forest, AdaBoost, Gradient Boosting) for optimal performance
- Deployed the model via FastAPI and set up CI/CD using GitHub Actions, Docker, and AWS EC2.
- Integrated logging and error handling for seamless monitoring, debugging, and pipeline management
Student Performance Analysis
Python • Scikit-learn • Flask • Docker • AWS
- Built comprehensive ML pipeline for student performance prediction
- Implemented advanced EDA and feature engineering techniques
- Deployed scalable web application using Docker containers
- Integrated automated model selection and hyperparameter tuning
- Implemented robust logging and monitoring systems
Emotion-Based Music Recommender
TensorFlow • OpenCV • Streamlit • Spotify API
- Developed CNN model for real-time facial emotion recognition
- Integrated Spotify API for personalized music recommendations
- Built responsive web interface with live camera integration
- Optimized model performance for real-time inference
AI Medical Diagnosis System
Python • Multiple ML Algorithms • Flask
- Achieved 99% accuracy using ensemble learning methods
- Implemented intelligent symptom-to-disease mapping
- Created comprehensive treatment recommendation engine
- Integrated with flask framework for visual interface
Intelligent Movie Recommender
Python • Content-Based Filtering • Streamlit
- Built sophisticated content-based filtering system
- Implemented advanced similarity algorithms
- Created intuitive user interface with advanced search functionality
- Optimized recommendation algorithms for better user experience
Education & Qualifications
Bachelor of Science in Computer Science
Tribhuvan University, IOST
Expected 2025 • Expected: 82%
Strong foundation in Machine Learning, Data Structures, and Software Engineering
High School Education
Gorkha Secondary School, Dang
2018-2020 • GPA: 3.45
Strong foundation in Mathematics, Science, and Computer Applications