Arvind Saane

AI Engineer | Environmental AI

Transforming environmental challenges into intelligent solutions through cutting-edge AI and data-driven approaches.

About Me

I'm a data-driven professional with over 8 years of experience in AI model development, machine learning, and environmental analytics. My work focuses on building interpretable, scalable, and sustainable AI systems that bridge technology and environmental responsibility.

Featured Projects

AI Systems & Model Explainability

RAG Math Routing Agent

AI Agent System

Intelligent RAG-based agent routing math problems across a knowledge base, web search (MCP), and DSPy reasoning with an interactive simulation.

Transformer Attention Explainer

Deep Learning

An interactive implementation of "Attention Is All You Need," showcasing code-level explanations and mathematical expressions of the Transformer model.

Industrial & Predictive Analytics

Predictive Maintenance for Industrial Equipment

Industrial AI

Developed ML pipeline predicting equipment failures, reducing downtime by 30% and maintenance costs by 15%.

E-Commerce Recommender System

ML Engineering

Designed hybrid recommender model increasing CTR by 40% and user engagement by 25% through personalized product suggestions.

Geospatial & Environmental Intelligence

Environmental Analysis with QGIS & GEE

Sustainability

Simulated visualization of deforestation impact using NDVI trends from satellite imagery, protecting 100+ hectares of forest through data-driven conservation.

PFAS Contaminant Detection

Environmental AI

Improved water contamination detection accuracy by 30% using advanced ML classification models for environmental monitoring and safety.

Language & Market Intelligence

NLP Sentiment Analysis System

NLP

Developed GPT/BERT-based sentiment classifier to analyze customer feedback, improving satisfaction scores by 18% through real-time insights.

Customer Segmentation & Market Analysis

Analytics

Segmented customers with clustering and association rule learning, boosting cross-sell revenue by 25% via targeted campaigns.

Environmental Technology Consulting

Leveraging cutting-edge technology to drive sustainable environmental solutions and compliance in industrial operations

📊

Environmental Data Analytics

Advanced monitoring and analysis of environmental parameters using IoT sensors, machine learning, and predictive analytics to optimize resource usage and compliance.

Python Machine Learning IoT Data Visualization
🌱

Sustainability Solutions

Implementation of sustainable technology practices including energy efficiency optimization, waste reduction strategies, and circular economy principles.

Energy Modeling LCA Analysis Carbon Accounting

Renewable Energy Integration

Technical consultation for integrating solar, wind, and other renewable energy sources into existing industrial infrastructure with minimal disruption.

Solar Tech Grid Integration Energy Storage
🔍

Environmental Impact Assessment

Comprehensive EIA services using GIS mapping, remote sensing, and environmental modeling to predict and mitigate project impacts.

GIS Remote Sensing Environmental Modeling
🌍

Climate Resilience Planning

Developing climate adaptation strategies and resilience frameworks for businesses facing environmental challenges and climate-related risks.

Risk Assessment Climate Modeling Adaptation Planning

Ready to Implement Sustainable Solutions?

Let's collaborate on environmental technology projects that drive sustainability while maintaining operational efficiency.

Start Environmental Consultation

Published Books

Check out my books available on Amazon

Biodiversity, Ecology, Habitat, and Climate Change

Arvind Saane

The book is a comprehensive exploration of the urgent issues of biodiversity loss and climate change. It emphasizes the interconnectedness of all life and the critical need for a unified global response.

View on Amazon

Mathematical Foundations for Data Science

Arvind Saane

Mathematics for Data Science offers a detailed, accessible, and practical guide to the essential mathematics that underpins modern data science practices.

View on Amazon

Global Waste Management Practices

Arvind Saane

The book examines the processes, challenges, and innovative solutions associated with managing waste, offering practical insights for professionals, policymakers, and students interested in environmental sustainability.

View on Amazon

Re-Designing Cities with Nature-Based Solutions

Arvind Saane

This book delves into the concept of nature-based solutions (NBS), which leverage natural processes and ecosystems to address urban challenges such as climate change, water management, and biodiversity loss.

View on Amazon

Roadmap to Urban-Forestry, Agro-Forestry, and Permaculture

Arvind Saane

This comprehensive book explores three critical fields—urban forestry, agro-forestry, and permaculture—and demonstrates how their integration can address pressing global challenges such as climate change, urban heat islands, and biodiversity loss.

View on Amazon

Math Blog

Explore my mathematical journey and insights

Mathematics Insights & Discoveries

Dive into fascinating mathematical concepts, from fundamental theories to advanced applications in AI and data science. Join me in exploring the beauty and logic of mathematics through regular blog posts and articles covering topics from prime numbers to machine learning algorithms.

Visit Math Blog

Technical Skills

Programming

Python • SQL • R • PySpark • Scala

ML Frameworks

TensorFlow • PyTorch • Scikit-learn • Hugging Face • XGBoost

Tools

AWS • Azure ML • MLflow • Docker • Kubernetes • Git

Domains

Predictive Maintenance • GeoAI • NLP • Environmental Analytics • Industrial IoT

Get In Touch

Open to collaborations and AI-driven sustainability initiatives.

arvind.saane.111@gmail.com

linkedin.com/in/arvind55555

github.com/Arvind-55555