Aaditya Khanal
@aadityakhanal1
Full Stack Developer delivering AI-powered web apps and data pipelines with FastAPI, React, and ML.
NepalWhat I'm looking for
I’m a Full Stack Developer with 1+ year of experience building web applications and data pipelines, including the production-grade LeadScorer AI that uses machine learning to predict sales lead conversion. I bring a practical AI mindset, pairing FastAPI backends with React dashboards and production deployment using Docker.
Across Silk Innovation, Aster Innovation, and Cedar Gate Technologies, I’ve built responsive UI components, integrated REST APIs for dynamic updates, and written intermediate to complex SQL for data retrieval, filtering, aggregation, joins, and large-scale analysis on Amazon Redshift. I’ve also developed ETL workflows, engineered ML-ready features with Pandas and NumPy, trained/evaluated models (Logistic Regression, KNN, Decision Trees), and delivered data visualization with Matplotlib and Seaborn.
Experience
Work history, roles, and key accomplishments
Full Stack Developer
Cedar Gate Technologies
Feb 2025 - Aug 2025 (6 months)
Wrote and optimized complex SQL queries on Amazon Redshift for large-scale healthcare data analysis. Built and maintained ETL pipelines for claims data and performed data audits and validation checks to ensure downstream analytics accuracy and reliability.
Full Stack Developer
Aster Innovation
Jun 2024 - Nov 2024 (5 months)
Developed dynamic, scalable web applications with reusable React components and built ETL workflows and data pipelines using Redshift and PostgreSQL. Engineered ML-ready features with Pandas and NumPy, trained classification models, and performed exploratory data analysis with Matplotlib and Seaborn.
Full Stack Developer
Silk Innovation
Nov 2023 - Jun 2024 (7 months)
Built responsive UI components using React, HTML, and CSS and integrated RESTful APIs for dynamic data rendering and real-time updates. Wrote intermediate SQL queries and debugged UI issues to improve performance and cross-browser compatibility.
Education
Degrees, certifications, and relevant coursework
Nepal Engineering College
Computer Engineering
2018 - 2023
Studied Computer Engineering at Nepal Engineering College, affiliated with Pokhara University, from 2018 to 2023.
United Academy
Science
2016 - 2018
Completed the +2 in Science program at United Academy from 2016 to 2018.
Gajurmukhee Secondary Boarding School
SEE (Secondary Education)
Completed the SEE (Secondary Education Examination) in 2016.
Tech stack
Software and tools used professionally
Availability
Location
NepalAuthorized to work in
Portfolio
leadscorer-ai-1.onrender.comSocial media
Job categories
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