Hi, I'm Sujan Karna
A CSIT passout passionate about Artificial Intelligence and Machine Learning.
Education
Bachelor of Science in Computer Science & Information Technology - Mahendra Morang Adarsh Multiple Campus, Tribhuvan University, Nepal
2019 - 2023 (A.D)
- Graduated with 76.67%
- Relevant coursework: Data Structures, Algorithms, Database Management, Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision
- Final Year Project: [Online Assessment with Student Performance Prediction System]
Experience
AI/ML Trainer - Numa Digital Farm
November 2024 - Present
- Designed and led interactive workshops on machine learning, deep learning, and NLP, enabling students to build real-world models using Python, Scikit-learn, and PyTorch.
- Mentored students in building real-world AI projects, helping them understand the full pipeline from data preprocessing to model training, evaluation, and deployment.
- Designed modular, reproducible learning workflows using tools such as Ollama, llama3, and embedding models to teach Retrieval-Augmented Generation (RAG) systems and vector database integration.
Teaching Assistant (TA) - Mahendra Morang Adarsh Multiple Campus, Tribhuvan University, Nepal
December 2024 - Present
- I teach Numerical Methods, focusing on algorithmic approaches to solving mathematical and computational problems.
- I teach Net Centric Computing, covering internet technologies, network protocols, and distributed systems.
- I teach Advanced Java Programming, guiding students through object-oriented design, multithreading, and enterprise-level application development.
Certificates
Oracle Cloud Infrastructure 2025 Certified Generative AI Professional
Issued by: Oracle
Date: September 2025
View CredentialOracle AI Vector Search Certified Professional
Issued by: Oracle
Date: September 2025
View CredentialOracle Cloud Infrastructure 2025 Certified AI Foundations Associate
Issued by: Oracle
Date: July 2025
View CredentialFoundational C# with Microsoft
Issued by: Microsoft (freeCodeCamp)
Date: November 2023
View CredentialProjects
NLP Web App
Developed a Natural Language Processing web application capable of Text Analysis, Translation, and Sentiment Analysis.
My Blog Posts (from Medium)
Understanding Gradient Descent: The Backbone of Machine Learning Optimization (With Visual Examples)
A deep dive into the optimization algorithm that powers many machine learning models.
How to solve K-Means Algorithm Numerical?
This blog breaks down the step-by-step process of solving numerical problems using the K-Means clustering algorithm.
Building Decision Tree Using Iterative Dichotomiser 3 (ID3) Algorithms
This blog post walks through the process of constructing a decision tree using the ID3 algorithm.
My YouTube Videos
Introduction to Net Centric Computing
Creating ASP.NET core MVC applications
Cosine Similarity
My Journey into AI/ML: Tips for CSIT Graduates
Sharing my experience and advice for new graduates looking to enter the AI/ML field.