Shailesh Shrestha

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A multidisciplinary professional pivoting into the AI space, focusing on modern information systems and intelligent data workflows. Experienced in geospatial analysis and microclimate modeling, now deepening expertise in Generative AI, RAG, and knowledge graphs to build scalable, context-aware solutions.

With a foundation in Geomatics, I specialize in transforming raw geospatial data from sources like satellite imagery and LiDAR into actionable intelligence. My work involves creating precise digital models of the physical world, enabling advanced spatial analysis, environmental monitoring, and urban planning using tools like ArcGIS and QGIS.

My background as a Civil Engineer provides a deep understanding of infrastructure design, project management, and structural analysis. I have hands-on experience in developing 3D models for urban planning and conducting surveys for large-scale airport projects, always focusing on practical, robust, and sustainable solutions for the built environment.

Skills & Technologies

Programming

  • Python
  • SQL
  • Git & GitHub
  • Cypher (Neo4j)

AI & Knowledge Systems

  • LLM APIs
  • RAG Systems
  • Knowledge Graphs
  • Semantic Search
  • Vector Databases

Geospatial Tools

  • ArcGIS
  • QGIS
  • FME Workbench
  • ERDAS IMAGINE
  • Google Earth Engine

Web & Visualization

  • HTML & CSS
  • JavaScript (Basics)
  • Streamlit
  • Plotly
  • PowerBI

Simulation & Modeling

  • PALM-4U
  • AutoCAD
  • Autodesk Civil 3D

Workflow Automation

  • n8n
  • API Integration
  • Data Pipelines

Professional Experience

Geomatics Engineer

str.ucture GmbH, Stuttgart | 11/2022 - Present

  • Optimize high-resolution geospatial datasets for PALM-4U microclimate simulations.
  • Develop Python tools to automate analysis and visualization of simulation results.
  • Design and develop a user-friendly Streamlit web app for interactive visualization.
  • Maintain detailed Sphinx documentation for the CoKLIMAx project on GitHub.

Working Student

LBA Luftbildauswertung GmbH, Stuttgart | 06/2022 - 02/2023

  • Supported aerial data analysis and geospatial mapping projects.
  • Processed large-scale datasets using various GIS tools.

Civil Engineer

Realpath Engineering Consultant Pvt. Ltd., Kathmandu | 02/2017 - 07/2021

  • Conducted surveys, design, and analysis for airport projects across Nepal.
  • Developed detailed 3D models for urban development and city infrastructure planning.
  • Performed GIS-based socio-economic surveys for large-scale infrastructure projects.

Certifications

Neo4j Certified Professional

Issued by: Neo4j GraphAcademy

Neo4j Graph Data Science Certification

Issued by: Neo4j GraphAcademy

Featured Projects

Interactive n8n Workflow

This interactive workflow demonstrates an automated data processing pipeline. Try it out!

View on GitHub

Python Data Visualization

A short video demonstrating a Python script that generates 3D geospatial visualizations.

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Project Three

Screenshot of the Bounding Box Extractor project interface

A short description of the third project.

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More Projects

Exciting new projects involving AI and geospatial analysis are currently in development. Check back soon!

From the Blog

Abstract image representing AI concepts

Applying RAG to Geospatial Vector Data

A deep dive into combining Retrieval-Augmented Generation with vector databases to ask natural language questions of geographic data.

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Image of a city with data overlays

From AutoCAD to Knowledge Graph

Exploring the pipeline for transforming traditional CAD drawings and BIM models into an interconnected knowledge graph for smarter queries.

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Stylized image of a brain with connected nodes

My Journey: Civil Engineering to AI

A personal reflection on pivoting careers and how foundational engineering principles apply to the world of artificial intelligence.

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