Curriculum Vitae
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MS, Computer Science
GPA 4.0 / 4.0 (after first semester).
BE, Computer Engineering
Full Scholarship · Entrance rank 25 / 16,000 (~4% acceptance) · 79.91%.
Experience
Software Engineer (AI)
Backend development for a Django medical coding platform, with asynchronous task queues handled by Celery.
Software Engineer (Analytics)
Built Quality Intelligence, an analytics tool that helps health plans track, monitor, and improve compliance with proprietary quality metrics, and contributed to Star Intelligence for predicting and modeling Medicare Star Ratings.
AI Scholar
Awarded a full scholarship for a year-long AI fellowship covering computer vision and NLP. Implemented sentiment analysis for Nepali COVID-19 tweets with MuRIL BERT and built a face-recognition system with FaceNet.
NLP Research Intern
Ran exploratory data analysis for NER, POS tagging, text classification, and machine translation, and led a systematic review of Nepali NLP identifying gaps in low-resource linguistic resources and benchmarks.
Teaching & Leadership
Lead Organizer
Led a two-day coding hackathon, handling scheduling, participant coordination, and fundraising, and arranged mentors for 100 participants ahead of the final demos.
Instructor & Organizer
Developed the syllabus and materials and ran campaigns in 50 schools, teaching children about internet safety, cyberbullying, malware, and online predators.
Python Instructor
Taught Python, data science, and Git/GitHub to 120 participants over a 10-day software fellowship workshop, preparing course materials and lecture slides.
Skills
Publications
Springer
2023
Comparative Analysis and Study of Technology Approaches to Document Image Understanding from Structured Text Document Images
Projects
Information Extraction
Fine-tuned LayoutLM to extract key-value pairs from IRS-990 forms (F1 0.9), with a custom in-house annotation tool. PyTorch · FastAPI · React · MongoDB.
Nepali Sentiment Analysis
Fine-tuned MuRIL for sentence-level sentiment in Nepali, with an interactive real-time demo. PyTorch · FastAPI · React.
Publication Repository
Organizes research papers and exports citations to JSON, BibTeX, MLA, and APA. Django · Bootstrap.
Checkers AI
Game-playing AI using minimax with alpha-beta pruning and depth-limited search. pygame.
Q Bot
Question-answering system that retrieves answers from a passage using TF-IDF. Python · NLTK.
Honors & Awards
- Winner, ML Hackathon at LOCUS 2023
- All-rank 25 in the B.E. entrance exam (Computer Engineering)
- Registered & Licensed Engineer by competitive examNepal Engineering Council
Certifications
- NLP with Classification & Vector SpacesDeepLearning.AI
- Deep Learning SpecializationDeepLearning.AI
- Machine Learning SpecializationDeepLearning.AI
- AWS Cloud FoundationsAmazon Web Services
- CS50AI: Introduction to AI with PythonedX
- Python for Everybody SpecializationCoursera
- AWS Machine Learning FoundationsAmazon Web Services