AI/ML Engineer
I specialize in AI/ML and Data Science, with approximately 2 years of practical experience building end to end machine learning solutions from data preprocessing and model development to evaluation and deployment.
Technologies & Tools
Featured Projects
ARR Land Selection Automation
Automated land suitability assessment for 500-hectare Afforestation project using Remote Sensing (GEE).
Compliance
VM0047
Data Sources
4+
Plant & Pest Disease Classification
Deep learning-based computer vision system for real-time crop disease detection.
Accuracy
High
Deployment
Mobile
Carbon Calculator Dashboard
Web dashboard for estimating carbon stock and CO₂ equivalent for ARR projects.
Standard
IPCC
Database
SQL
Local RAG Knowledge Assistant
Private, local Retrieval-Augmented Generation system for document Q&A.
Privacy
100%
Model
Llama/Bert
Flood Trend Analysis (Sentinel-1)
Spatial and temporal analysis of 5-year flood patterns using SAR imagery.
Period
5 Years
Satellite
Sentinel-1
Data Storytelling
Beyond the code, I write about the "Why" and "How" of my machine learning experiments.
Plant Disease Detection System
Assisting farmers by identifying crop diseases at an early stage using EfficientNet and advanced CNN architectures.
Land Suitability Analysis for ARR Projects in Nepal
Using remote sensing and cloud-based tools to map degraded and low-productivity lands for ARR carbon offset projects.
Flood Detection and Historical Analysis (2019–2024) of Chaundhar River Area
Using Sentinel-1 SAR data and Google Earth Engine to monitor flood patterns in Kanchanpur, Nepal.
The Unreasonable Effectiveness of Data Augmentation
How I improved model robustness by 40% using synthetic data generation techniques.
Life in Frames
Profile Picture
My Development Workspace
Weekend Adventures
Appreciation
Professional Journey
Artificial Intelligence and Machine Learning Engineer
- Leading end-to-end development of AI and machine learning models for real-world applications.
- Optimized classification and prediction systems using advanced algorithms and model tuning techniques.
- Collaborated with cross-functional teams to integrate AI solutions into production environments.
AI/ML Developer (Intern)
- Developed a plant and pest disease classification system using deep learning models (CNNs) for agricultural health diagnostics.
- Researched and built a conversational AI chatbot leveraging NLP to improve customer support automation.
- Designed an AI-powered nutrition recommendation engine offering personalized dietary advice using data analysis and user profiling.
Education
B.Sc. in Computer Science and Information Technology
Academia International College, TU
Higher Secondary (Science)
Capital College and Research Center
Certifications
Get In Touch
Have a project in mind or just want to chat about AI? Drop me a message.
Contact Info
Open for Opportunities
I am currently available for freelance projects and full-time roles in AI Engineering and Data Science.