Full-Stack Developer | Machine Learning Enthusiast
Email: shrestharama65@gmail.com | Phone: (+977) 9861473522
GitHub: Rustam-Shrestha | LinkedIn: santoshshrestha4
Currently pursuing Bachelor in Computer Application at Saraswati Multiple Campus (Tribhuvan University Affiliated, 2022 – Ongoing).
Professional experience in full-stack web development, ERP systems, and machine learning projects. Passionate about building scalable applications and exploring AI/ML solutions.
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Face Authentication Attendance System
GitHub Repository
Full-stack biometric system built with PHP, FastAPI, MySQL, and Haar Cascade + Random Forest. Achieved 95% recognition accuracy with 30% lower query latency through optimization. -
Duplicate Question Detector
GitHub Repository
Streamlit-based NLP classifier using Random Forest and XGBoost. 72% accuracy with token features, substring ratios, and fuzzy matching. -
Digital Mandu Food Ordering
GitHub Repository
Full MERN stack application with Khalti payment integration, WebSockets for real-time tracking, and focus on intuitive UI/UX. -
Chatopia Real-time Chat Application
GitHub Repository
MERN + WebSockets chat app supporting 100+ concurrent users, JWT authentication, and Zustand state management. -
Falodhyam E-commerce Platform
GitHub Repository
Scalable PHP/MySQL platform featuring role-based access, CRUD operations, cart, wishlist, and stock management.
Full-Stack Developer (ERP Systems)
Saurabh Group of IT – Sarbottam & Laxmi Steels
December 2025 – Present
- Developing ERP features using React.js frontend and PHP/Node.js backend
- Optimizing database queries and system performance
Full-Stack Developer
Saurabh Group of IT – Sarbottam & Laxmi Steels
April 2025 – July 2025
- Built steel logistics backend in PHP with MySQL handling over 500K records
- Improved query performance by 35% and reduced API latency by 20%
- Implemented authenticated workflows in a team environment using Docker
- Internship Certificate - Laxmi Steels Ltd.
- Math for Machine Learning (Udemy)
- Feature Engineering for Machine Learning in Python (DataCamp)
- Extreme Gradient Boosting with XGBoost (DataCamp)
- Introduction to Deep Learning with PyTorch (DataCamp)
- Intermediate Deep Learning with PyTorch (DataCamp)
- Explainable AI with SHAP and LIME (DataCamp)
- MLOps Fundamentals (DataCamp)
- Full-Stack Web Development (YouAccel)
- Web Designing (Global IT)
Bachelor in Computer Application
Saraswati Multiple Campus (Tribhuvan University Affiliated)
2022 – Ongoing
Key Courses: Data Structures & Algorithms, OOP in Java, Database Management, Cloud Computing, Software Engineering, Web Technology, Operating Systems, .NET Technology