Bishal Neupane - Leading Precision Agriculture Specialist in Nepal
Expert Remote Sensing & GIS Professional | Agricultural Data Scientist | Google Earth Engine Specialist 🇳🇵
Professional Precision Agriculture Specialist and BSc. Agriculture student from Nepal, expertly skilled in |.
Specialized in advanced satellite imagery analysis, cutting-edge geospatial data science, Google Earth Engine programming, Python & R statistical computing, and precision agriculture solutions. Dedicated to revolutionizing sustainable farming practices, crop monitoring systems, and environmental conservation through innovative remote sensing technologies across Nepal and South Asia.
About Bishal Neupane - Nepal's Premier Agricultural Data Scientist
I am Nepal's leading Precision Agriculture Specialist and accomplished BSc. Agriculture student with advanced expertise in Remote Sensing Technology, Geographic Information Systems (GIS), and Agricultural Data Science. With professional experience in Google Earth Engine development, Python programming, R statistical analysis, and state-of-the-art geospatial analytics tools, I specialize in transforming Sentinel-2 satellite imagery, Landsat data, and comprehensive geospatial datasets into actionable agricultural intelligence that drives sustainable farming practices, crop yield optimization, and precision agriculture solutions across Nepal and the broader South Asian agricultural landscape.
5+
Remote Sensing Projects
3+
GIS Applications
4+
Certifications
100+
Hours R Programming
Advanced Satellite Remote Sensing & Earth Observation Systems
Professional expertise in analyzing Sentinel-2 satellite data, Landsat 8/9 imagery, and MODIS datasets using Google Earth Engine cloud computing for precision agriculture monitoring, crop health assessment, land-cover classification, and agricultural productivity analysis. Specialized in calculating advanced vegetation indices including NDVI (Normalized Difference Vegetation Index), NDWI (Normalized Difference Water Index), SAVI (Soil Adjusted Vegetation Index), GCI (Green Chlorophyll Index), and PSRI (Plant Senescence Reflectance Index) to track crop phenology, water stress detection, irrigation optimization, and seasonal agricultural variations with sub-pixel precision accuracy for sustainable farming practices in Nepal.
Precision Agriculture & GIS
Specialized in developing precision agriculture solutions that optimize irrigation, fertilizer application, and crop management. I create automated land-cover classification systems using K-Means clustering to identify Alpine/Barren, Sparse Grazing, Rainfed Cropland, Irrigated Cropland, Mixed Forest & Dense Forest areas with detailed area statistics and insights.
Geospatial Data Science & R Programming
My technical foundation spans across R statistical programming, advanced data visualization, and scientific research methodologies. I have successfully completed comprehensive training in research data analysis, building interactive maps, time-series analysis, and creating publication-ready visualizations for agricultural and environmental applications.
Education
Bachelor of Science in Agriculture
Agriculture and Forestry University (AFU), Rampur, Nepal
Building strong analytical and research foundation while developing data science expertise
- Current GPA: 3.2/4.0
- Integrating agricultural knowledge with data analytics
- Focus on precision agriculture and data-driven farming solutions
- Active in research and technology applications in agriculture
🍃 Professional Agriculture Technology & AI Innovation Portfolio
Advanced real-world applications of satellite remote sensing, GIS analysis, Google Earth Engine programming, AI-powered trading systems, and agricultural data science for sustainable farming solutions, financial technology, and community building in Nepal and South Asia
Precision Ag in Kaski, Nepal 🇳🇵
Used Google Earth Engine to build dry- and wet-season Sentinel-2 composites and derive five key indices—NDVI, NDWI, SAVI, GCI & PSRI—then applied K-Means clustering for six land-cover classes with pixel-level precision.
Google Earth Engine Mastery 🌍
Completed End-to-End Google Earth Engine course, mastering global geospatial datasets, dynamic mapping, and remote sensing analyses. Generated high-res watershed maps and classified land-cover maps of Nepal.
R Programming for Research 📊
Mastered Research Data Analysis with R in 7 days - from messy spreadsheets to publication-ready insights. Advanced statistical analysis, ggplot2 visualizations, PCA, and R Markdown reporting for agricultural research.
NEPSE AI Trading Platform 📈
Advanced AI-powered trading platform for Nepal Stock Exchange with comprehensive portfolio management, intelligent stock analysis, and complete trading automation. Features real-time data from 240+ stocks, AI-powered recommendations using Google Gemini, and advanced backtesting engine with multiple trading strategies.
🔍 Featured: NDWI Analysis for Pokhara Lekhnath
Tracking water presence and environmental changes using satellite imagery
Seasonal Patterns
Identified seasonal pulses of water presence and persistent negative NDWI patterns
Satellite Mapping
Generated visual maps making invisible water body changes visible for decision-makers
Conservation Impact
Supporting urban resilience, sustainable tourism, and environmental conservation efforts
Professional Technical Skills & Agricultural Data Science Expertise
Analytical Tools
- Power BI
- Tableau
- Machine Learning
- Advanced Excel
- Google Analytics
- Power Query
- Technical Analysis (RSI, MACD, Bollinger Bands)
Programming & Development
- Python
- R
- SQL
- JavaScript
- Django
- Flask
- FastAPI
- Google Apps Script
- RESTful APIs
- WebSocket Programming
- Git & GitHub
Data & Cloud Technologies
- MySQL
- PostgreSQL
- MongoDB
- SQLite
- Google Cloud Platform
- Jupyter Notebook
- R Studio
- Anaconda Navigator
- Docker
AI & Machine Learning
- Google Gemini AI
- Google AI Studio
- Pandas & NumPy
- Scikit-learn
- TensorFlow
- Natural Language Processing (NLP)
- Content Generation AI
- Sentiment Analysis
- AI-Powered Trading Systems
Financial & Trading Technology
- Algorithmic Trading
- Portfolio Management Systems
- Risk Assessment & Analytics
- Real-time Data Processing
- Financial API Integration
- Backtesting Engines
- Price Alert Systems
- Email Broadcasting Systems
Professional Skills
- Full-Stack Development
- System Architecture Design
- SEO Optimization
- Content Strategy
- Project Management
- Team Leadership
- Technical Documentation
- Client Communication
Professional Experience in Precision Agriculture & Remote Sensing
AI/FinTech Developer & Content Technology Specialist 🚀
Independent Projects & Freelance Development
"Building the Future with AI" - Advanced development work in AI-powered applications, financial technology, and content generation systems
- LinkedIn SEO Content Generator: Built sophisticated AI-powered web application using Google Gemini AI, FastAPI, and comprehensive analytics dashboard with 35+ REST endpoints
- NEPSE AI Trading Platform: Developed advanced trading platform with real-time WebSocket data, portfolio management, backtesting engine, and AI-powered stock recommendations for 240+ Nepal stocks
- Trading Automation Systems: Created Google Apps Script-based automated trading analysis system processing 250+ NEPSE stocks with technical indicators and email reporting
- Full-Stack Web Development: Built comprehensive Django-based NGO website with CMS, event management, and modern responsive design for agricultural community
- AI Integration Expertise: Specialized in Google Gemini AI integration, content optimization algorithms, sentiment analysis, and AI-driven decision making systems
- Technical Innovation: Implemented advanced features including real-time trend analysis, viral content prediction, image prompt generation for AI art platforms
"Transforming ideas into intelligent, scalable solutions that bridge agriculture, finance, and technology - one AI model at a time!"
Agricultural Research Intern 🌾
PMAMP Morang (Prime Minister Agriculture Modernization Project)
"From Dirt to Data" - 5-month intensive agricultural research internship focusing on plant hormone effects on crop yield
- Primary Research Project: Conducted comprehensive study on okra growth and yield optimization using auxin and gibberellin plant hormones
- Experimental Design: Designed and managed controlled field experiments, analyzing hormone concentration effects on plant development and productivity
- Data Collection & Analysis: Monitored seasonal growth patterns, collected yield data, and performed statistical analysis on hormone treatment effectiveness
- Field Management: Gained hands-on experience in agricultural plot management, irrigation optimization, and crop monitoring techniques
- Research Resilience: Overcame experimental challenges including overwatering incidents, demonstrating adaptability and problem-solving in agricultural research
- Team Collaboration: Worked closely with PMAMP research team, supervisors, and fellow interns to ensure project success and knowledge sharing
"This journey gave me a whole new appreciation for farming - it's not just about growing plants; it's about nurturing potential and seeing the fruits of your labor, literally!"
Open Mapping Guru
Open Mapping Hub Asia Pacific
Leading geographic information systems and mapping accuracy improvements
- Expertise in OpenStreetMap and Geographic Information Systems (GIS), leading to a 20% improvement in mapping accuracy
- Enhanced OpenStreetMap data accuracy by leading a project that corrected and updated over 300 map data points
- Coordinated with international teams to launch a regional map initiative, increasing data contributions by 40%
Software Engineer Intern
OpenBootCamp
Full-stack development and web performance optimization
- Optimized website performance, achieving a 20% reduction in load times through efficient code revisions
- Played a key role in a team that developed a full-stack application, improving user retention by 30%
Fundamental Intern & Specialization Course
Nobel Learning PCB
Web development and technical training
- Basic Internet Troubleshooting and Communication
- Developed a WordPress Website for Kathmandu tourism, which received 2,500+ page views within the first two weeks of launch
- Successfully completed a leadership course, resulting in the effective management of a team project with 5 members
Advanced AI & Data Science Projects Portfolio
🚀 LinkedIn SEO Content Generator
AI · Content Generation · SEO · Web Application
A sophisticated AI-powered web application that generates high-engagement, SEO-optimized LinkedIn posts using Google's Gemini AI. Features viral content analysis, 100% success content improver, Google AI Studio Imagen integration, real-time trend analysis, and comprehensive usage analytics dashboard with 35+ REST endpoints.
- AI-Powered Content: Generates viral, human-like LinkedIn content with 85-100 engagement scores
- Advanced Features: Real-time trending topics, hashtag analysis, image prompt generation
- Analytics Dashboard: Comprehensive usage statistics and content performance tracking
- Success Improver: Transform any content for maximum viral potential with before/after analysis
📈 NEPSE AI Trading Platform
AI · FinTech · Trading · WebSocket · Portfolio Management
An advanced AI-powered trading platform for Nepal Stock Exchange with comprehensive portfolio management, intelligent stock analysis, and complete trading automation. Features real-time data from 240+ stocks, AI-powered recommendations using Google Gemini, and advanced backtesting engine with 4 trading strategies.
- Stock Analysis: RSI, MACD, Moving Averages, Bollinger Bands with AI recommendations
- Portfolio Management: Multi-portfolio tracking with real-time WebSocket updates
- Price Alerts: Smart alert system with real-time monitoring
- Backtesting: Advanced backtesting engine with Sharpe ratio, alpha/beta calculations
📊 Nepal Buy/Sell Trading System v4.3
Google Apps Script · Automation · Trading Signals · Email Reports
A comprehensive Google Apps Script system for analyzing Nepal Stock Exchange data with automated trading signals. Processes 250+ NEPSE stocks with advanced technical indicators (RSI, MACD, Bollinger Bands, ATR) and generates automated daily trading reports with email notifications.
- Stock Coverage: 250+ NEPSE stocks across all sectors (Banking, Finance, Insurance, etc.)
- Technical Analysis: Multi-factor scoring with weighted components (Trend 35%, Momentum 25%)
- Automation: Automated daily analysis with 60-minute intervals and email reports
- Signal Generation: Strong Buy/Buy/Hold/Sell/Strong Sell recommendations
🌱 GAVS Puranchaur Website
Django · Web Development · CMS · NGO Platform
A modern, fully-featured Django website for the Group Of Agriculture and Veterinary Students (GAVS) Puranchaur organization. Built with agriculture-themed modern design, comprehensive content management system, and mobile-first responsive layout serving the agricultural community at AFU, Nepal.
- CMS Features: Blog system, event management, photo gallery, team profiles
- User Experience: Search functionality, newsletter signup, contact forms, FAQ section
- Design: Agriculture-themed with green palette, smooth animations, mobile-optimized
- Management: Advanced admin interface with filtering, role-based profiles
Previous Data Science Projects
Nepse Stock Recommendation
Machine Learning · Financial Analysis
Engineered a precise MACD crossover detection algorithm, enhancing trading signal accuracy through advanced trend confirmation techniques.
Netflix Data Analysis Project
Data Visualization · Statistical Analysis
Developed a Python script using pandas and matplotlib to analyze and visualize Netflix dataset with genre-based scatter plots.
Nobel Prize Winner Analysis
Data Analysis · Research Insights
Comprehensive analysis of Nobel Prize data, identifying trends in gender, birth country and laureate patterns over decades.
Certifications & Awards
Associate Data Scientist with Python
DataCamp
Comprehensive certification covering Python programming, data manipulation, visualization, and machine learning fundamentals.
Google Data Analytics
Professional certificate program covering data analysis process, tools, and techniques including SQL, R, and Tableau.
Understanding Data Science
DataCamp
Foundational course covering data science methodology, statistical concepts, and practical applications.
Elements of AI
MinnaLearn
Introduction to artificial intelligence concepts, machine learning principles, and AI applications in various domains.
Involvement & Achievements
Leadership Positions
VP of Communication
IAAS Nepal LC Puranchaur, Kaski
February 2022 - Present
Handle social media, design posts, conduct meetings, and analyze data for IAAS NEPAL LC PURANCHAUR.
Vice-Coordinator
GAVS Puranchaur, Kaski
November 2021 - Present
Conduct physical workshops, design and post social media content, conduct online and physical meetings, manage regular Facebook posts, and work as a field coordinator for the organization.
Achievements
National Exchange Coordinator Meeting 2022
Attended the "National Exchange Coordinator Meeting 2022" organized by IAAS Nepal LC Puranchaur.
1st Place - Volleyball Championship
Won 1st place in volleyball game organized by SV Puranchaur on "Mitramani Memorial Sports Week 2080".
Get My Resume
Download Resume
Get the complete overview of my skills, experience, and achievements in a professionally formatted PDF document.
Contact Nepal's Leading Precision Agriculture Specialist
Looking for professional agricultural data science consulting, remote sensing analysis, Google Earth Engine development, or precision agriculture solutions? Connect with Bishal Neupane for expert consultation on sustainable farming practices, crop monitoring systems, and geospatial agriculture projects in Nepal and South Asia!