Tribhuvan University, IOE, Thapathali Campus Bachelor of Engineering in Computer Engineering (2019–2023)
Average Score: 81.27%
Relevant Coursework: Calculus, Probability and Statistics, Discrete
Structures, Theory of Computation, Data Structures and Algorithms,
Software Engineering, Object-Oriented Analysis and Design,
Artificial Intelligence, Distributed Systems, Digital Signal
Analysis and Processing, Computer Networks and Security, Operating
System, Computer Graphics, Embedded Systems, Computer Organization
and Architecture, Database Management Systems and Web Technology
Teaching Experience
Instructor, Manakamana Secondary School Feb –
May 2019
Taught CS to 100+ lower secondary students
Managed computer labs & library
Organized extracurriculars
Professional Experience
Machine Learning Engineer, Fusemachines Nepal
April 2024 - Present
Projects
News scraping & sentiment classification with GPT-4, Plotly-based
sentiment visualization with prompt chaining, Fraud detection and
Interpretability.
Upskilling & Training
Recommendation Systems (Content-Based, Collaborative, Hybrid,
Factorization Machines, Neural Collaborative Filtering), Google Cloud
AI (Vertex AI, NLP, CV, MLOps), Time Series Anomaly Detection with
Transformers, LLM-based information extraction, Medical Imaging, and
Causal ML.
Publications
Mode-Based Real Time Music Generation Using LSTM and GAN 15th IOE Graduate Conference, Tribhuvan University (May 2024)
[Paper Link]
Awards
Fuse AI Fellowship – Fusemachines (Jan 2023)
NAAMII AI School – Full Merit Scholarship (May
2023)
Thapathali Campus Scholarship – Full Undergraduate
Level scholarship (Oct 2019)
Projects
🎵 Mode-Based Real Time Music Generation Using LSTM and
GAN
(Apr 2023)[Video]
Classified western piano music to respective modes using Hamming
Distance and designed a system to generate musical sequences based
on input notes, adhering to their respective modes.
🧥 Virtual Try-On Using Generative Modeling (Apr
2024) [Video]
Developed a Cloth Warping Module by implementing the Thin Plate
Spline (TPS) algorithm and an encoder-decoder architecture, aligning
warped cloth images with human images using VGG Perceptual Loss.
🧠 Algorithmic Poem Generation (Dec 2023)
Pre-processed poems to ensure adherence to specific syllable
patterns and fine-tuned a GPT-2 model to generate poems following
the required syllable structure. .
📚 Book Recommendation and Similarity Analysis using
Content-based Filtering and Clustering
(May 2023)
Vectorized book texts using the TFIDF-Vectorizer and applied cosine
similarity to cluster similar books and implemented a hybrid
recommendation system.
⭐ A-Star Path Finder (Apr 2022)
A* algorithm visualization in PyGame.
🏞️ Visit Nepal 2020 (Mar 2020)
C-based file I/O system for monument data.
🎬 Movie Review System (Aug 2021)
Qt app with real-time review updates.
