I'm an undergraduate pursuing a B.Tech in Artificial Intelligence at Kathmandu University, driven by a deep interest in using AI to solve real-world problems, particularly in low-resource settings like Nepal. My work spans deep learning, computer vision, and multilingual NLP, with hands-on research experience ranging from fine-tuning vision-language models for scientific figure understanding to building multilingual news summarization systems and deep reinforcement learning agents for traditional board games. I'm especially motivated by problems where limited data or resources demand creative, efficient solutions, whether that's achieving state-of-the-art handwriting recognition with a fraction of the usual parameters or deploying lightweight models for on-device inference.
Beyond research, I enjoy building end-to-end applications that bring AI into practical, everyday use, from face recognition tools for photographers to mobile apps that classify Nepali cuisine in real time. I've also taken on coordination roles within Kathmandu University's AI Club, organizing technical events and workshops for 100+ participants. Whether working independently on research or collaborating across teams, I care about problem-solving, clear communication, and building AI systems that are both technically rigorous and genuinely useful.
Feel free to connect.
Projects
Scarlet
Scarlet Goo is a lightweight Qwen2-VL fine-tuning pipeline optimized for low-memory GPUs using QLoRA, LoRA, and 4-bit quantization.
Fine-tuning, LoRA, QLoRA, Qwen2-VL, PEFT
6th Semester, KUNepali News Aggregatior & Summarizer
A real-time news aggregation platform that fetches, classifies, and displays news from multiple sources across various categories.
NLP, RSS Parser, Node.js, React, Tailwind CSS
5th Semester, KUBaghChal
Reinforcement learning agents for the traditional Nepali board game BaghChal.
Reinforcement learning, REINFORCE, DQN, PPO, MuZero
4th Semester, KUREACO
AI-powered app that detects, classifies, and organizes photos by individuals using face recognition technology.
Python, PyTorch, YOLOv8, siamese neural network
2nd Semester, KUParikar
Parikar is a mobile app that identifies 12 Nepali dishes using AI-based image classification.
Python, Tensorflow, MongoDB, Transfer learning
Literature
Side Quest
Kalam
A simple yet powerful Nepali text editor bringing native language writing to the modern web.
CSS, HTML, Javascript
Retrieval-Augmented GenerationMultiiModal-RAG
Multimodal RAG assistant that retrieves images using CLIP embeddings and answers queries with LLaMA 3.
Python, OpenCLIP, ChromaDB, Hugging Face Inference API
Guidance_AIScholar-Summary
AI research paper summarizer that uses LLaMA 3 to generate customizable academic summaries.
LangChain, LLaMA 3, Hugging Face Inference API, PDF Processing
Custom ChatBotChat Bot
AI chatbot using LangChain and LLaMA 3 for intelligent conversations.
Streamlit, LangChain, Hugging Face Transformers, LLaMA 3
Data AnalysisAnalysis-of-Meteorites
Analyzes meteorite fall patterns and trends using historical impact data.
Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn
One program at a timeLearn to CODE
Programming practice showcasing C, C++, Python, and Machine Learning projects from fundamentals to advanced concepts.
C, C++, Python, Scikit-learn, Matplotlib
Competitions
Face Verification
Lightweight face verification system using a compact CNN under 3M parameters to identify matching faces.
Kaggle Competition, TinyML
participateMaze Crawler
Strategy game of maze exploration, resource management, and survival.
Kaggle Competition, strategy game
DataSets
Parikar(Nepali Food)
Nepali food image dataset with 15,250 images across 20 classes for food recognition tasks.
Image, 20 Class
Oct 2024NEPSE listed companies
Nepal Stock Exchange dataset containing financial details of 520 listed companies for market analysis.
Nepal Stock Market, Financial Analysis, Data Analytics
Education
B.Tech in Artificial Intelligence
Kathmandu University, Dhulikhel, Nepal
+2 Science
Lord Buddha Secondary School, Biratnagar, Nepal
Secondary Education (SEE)
Elixir Academy, Kathmandu, Nepal