Triza Shashankar

I’m a computing student with a strong curiosity for AI, machine learning, and modern intelligent systems. I enjoy learning new technologies through hands-on projects and exploring how real-world AI systems are designed, especially when the work is technical and clearly explainable.

As an AI Community Leader / Head of Design at Herald College Kathmandu, I’ve organized AI/ML workshops, discussions, and learning sessions, and collaborated with peers in AI-based projects. I also supported planning and execution of events focused on AI education and exploration.

In my projects, I’ve built a RAG pipeline from scratch using Sentence Transformers, HuggingFace, and Groq to deliver grounded, source-backed answers via semantic search with embeddings and cosine similarity. I’ve also developed a Nepali sentiment analysis system trained on 35,789 real-world samples, and a Gemini-powered financial chatbot with prompt engineering, anomaly detection, and personalized spending insights.