Sahaj
Gyawali
Aspiring Data Scientist
Focused on transforming data into meaningful insights
Kathmandu, Nepal.
About Statement
I am a CSIT student at Tribhuvan University with a distinguished passion for Data Science and Artificial Intelligence. I architect solutions where mathematics, data, and algorithms converge to solve complex real-world challenges.
Academic Path
B.Sc. CSIT // Ongoing
Bhaktapur Multiple Campus
Tribhuvan University
Higher Secondary
Kathmandu Model College
Major: Physics, Chemistry, Math, Bio
Beyond the Code
Core Philosophy
Experience
AI Developer
Ambition College HackFest 2025 Kathmandu, NP
Selected as a core team member to architect and deploy a complete tech solution within a 3-day, 2-night intensive hackathon environment.
- →Collaborated in a cross-functional team of four, leading the integration between AI models and the frontend/backend architecture.
- →Facilitated real-time brainstorming and rapid prototyping to pivot ideas into functional features under strict deadlines.
- →Implemented robust version control and coordination using GitHub, ensuring seamless deployment during late-night coding sessions.
- →Engineered a production-ready prototype that demonstrated practical problem-solving and effective feature scaling.
Competencies
HOUSE PRICE PREDICTION
AI / ML
2025
▼Implementation Details
Created prediction model using RandomForestRegressor to predict house price with high accuracy.
Performed data preprocessing: handling missing values, encoding categorical features, and feature scaling.
Utilized Pandas and Numpy for manipulation; Matplotlib & Seaborn for feature visualization.
Implemented Scikit-learn for model training, hyperparameter tuning, and performance evaluation.
Tech Stack
NEPALI MOVIE RECOMMENDATION
NLP / WEB
2025
▼Implementation Details
Developed a full-stack recommendation engine using content-based filtering with Cosine Similarity.
Engineered a custom web scraper using BeautifulSoup to collect movie metadata from online sources.
Implemented JWT-based authentication in FastAPI to manage secure user sessions and protected routes.
Built a dynamic React interface with live search suggestions and integrated movie posters/trailers.
Tech Stack
Technical Arsenal
Contact
Protocol: SMTP_SECURE
Direct Address
sahajgnawali@gmail.com