About
I'm a Software Engineer leading development of an AI-enabled online booking platform at Nepit Solutions in Kathmandu, Nepal. My work spans over seven years across machine learning model development and full-stack web engineering, paired with part-time university computer science lecturing.
Core Areas of Work
Machine Learning & Echocardiography Video Analysis
Independent research applying deep learning to cardiac ultrasound — training models that estimate cardiac function directly from raw video. See the Research section for technical details.
Full-Stack AI Platform & Production Infrastructure
Seven+ years building scalable web platforms and AI-powered products for clients across Europe, the UK, and Nepal — from database architecture to Linux server management. See Experience for a full timeline.
Computer Science Education & University Lecturing
Part-time CS lecturer since 2018, bridging theory and real-world software engineering for undergraduate students across three institutions in Kathmandu. See Teaching for the complete list.
Select Professional Activities
Software Engineer — Nepit Solutions Pvt. Ltd.
Apr 2025 – Present- Lead full-stack engineering of an AI-enabled online booking engine, scaling backend performance and database query optimisation.
- Manage Linux production server deployments, system security, and infrastructure availability.
Software Engineer — CodigoTech Pvt. Ltd.
Feb 2022 – Mar 2025- Built and deployed deep learning models using PyTorch and TensorFlow, refining training pipelines to improve prediction accuracy.
- Engineered exploratory data analysis pipelines, RESTful APIs, and automated web scrapers with BeautifulSoup.
Software Engineer — Business Intelligence Technology Solutions (BiTS)
Jul 2015 – Apr 2019- Developed enterprise web platforms using Java, PHP, and front-end technologies for commercial clients.
- Diagnosed and optimised complex T-SQL queries and stored procedures in SQL Server.
Independent Research
Estimating ejection fraction directly from echocardiography video
An end-to-end contrastive learning pipeline that estimates left ventricular ejection fraction (LVEF) from raw ultrasound video, without hand-engineered intermediate measurements.
Selected Projects
Online Booking System (Booked.it Platform)
Configured and customised high-scale booking flows and payment gateways for European and UK clients in leisure, entertainment, and hospitality.
Lane7 · The Brunch Club · Rollacity · Spinner · Dereham Strike Bowl · Ludlow Racecourse · PitchGolf Manchester · Bugys Bowling · Hackers POS
ePopInfo — Government Population Information Portal
National population data portal built in Java and PostgreSQL featuring dynamic demographic drill-down and census dataset REST query APIs.
Multi-Level Marketing (MLM) Platform
European enterprise system built on CodeIgniter & MySQL with tree-sponsor algorithms, multi-currency payout gateways (Stripe/PayPal), and real-time GDPR analytics.
Teaching
- Lecturer (Part-time) — St. Lawrence College, Kathmandu Apr 2023 – Present
- Lecturer (Part-time) — Institute of Engineering, Thapathali May 2023 – Oct 2023
- Lecturer (Part-time) — Janamaitri Multiple Campus, Kathmandu Jul 2018 – Jan 2021
Tech Stack & Skills
Education & Certificates
Master of Information System Engineering
Gandaki College of Engineering and Science, Pokhara — 2024Bachelor of Computer Engineering
Kathford Int'l College of Engineering and Management, Kathmandu — 2015- Programming for Everybody (Getting Started with Python) University of Michigan
- Python Data Structures University of Michigan
- Using Python to Access Web Data University of Michigan
- Supervised Machine Learning: Regression & Classification DeepLearning.AI
- Neural Networks and Deep Learning DeepLearning.AI
- Introduction to TensorFlow for AI, ML, and Deep Learning DeepLearning.AI
Contact
Feel free to reach out for collaborations, project inquiries, or research discussions.